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@article{DBLP:journals/access/JangYY24,
author = {Bongwon Jang and
In{-}Chul Yoo and
Dongsuk Yook},
title = {Pipeline Parallelism With Elastic Averaging},
journal = {{IEEE} Access},
volume = {12},
pages = {5477--5489},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3350193},
doi = {10.1109/ACCESS.2024.3350193},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JangYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/CragoDSK24,
author = {Neal Clayton Crago and
Sana Damani and
Karthikeyan Sankaralingam and
Stephen W. Keckler},
title = {{WASP:} Exploiting {GPU} Pipeline Parallelism with Hardware-Accelerated
Automatic Warp Specialization},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2024, Edinburgh, United Kingdom, March 2-6, 2024},
pages = {1--16},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/HPCA57654.2024.00086},
doi = {10.1109/HPCA57654.2024.00086},
timestamp = {Wed, 17 Apr 2024 17:17:11 +0200},
biburl = {https://dblp.org/rec/conf/hpca/CragoDSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/DreuningLOBN24,
author = {Henk Dreuning and
Anna Badia Liokouras and
Xiaowei Ouyang and
Henri E. Bal and
Rob V. van Nieuwpoort},
editor = {Adriana E. Chis and
Horacio Gonz{\'{a}}lez{-}V{\'{e}}lez},
title = {CAPSlog: Scalable Memory-Centric Partitioning for Pipeline Parallelism},
booktitle = {32nd Euromicro International Conference on Parallel, Distributed and
Network-Based Processing, {PDP} 2024, Dublin, Ireland, March 20-22,
2024},
pages = {17--25},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/PDP62718.2024.00012},
doi = {10.1109/PDP62718.2024.00012},
timestamp = {Mon, 22 Apr 2024 21:24:59 +0200},
biburl = {https://dblp.org/rec/conf/pdp/DreuningLOBN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-02088,
author = {Mincong Huang and
Chao Wang and
Chi Ma and
Yineng Zhang and
Peng Zhang and
Lei Yu},
title = {Re-evaluating the Memory-balanced Pipeline Parallelism: BPipe},
journal = {CoRR},
volume = {abs/2401.02088},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.02088},
doi = {10.48550/ARXIV.2401.02088},
eprinttype = {arXiv},
eprint = {2401.02088},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-02088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-10241,
author = {Penghui Qi and
Xinyi Wan and
Guangxing Huang and
Min Lin},
title = {Zero Bubble Pipeline Parallelism},
journal = {CoRR},
volume = {abs/2401.10241},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.10241},
doi = {10.48550/ARXIV.2401.10241},
eprinttype = {arXiv},
eprint = {2401.10241},
timestamp = {Fri, 02 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-10241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03791,
author = {Ding Tang and
Lijuan Jiang and
Minxi Jin and
Jiecheng Zhou and
Hengjie Li and
Xingcheng Zhang and
Zhilin Pei},
title = {Adaptive Blockwise Task-interleaved Pipeline Parallelism},
journal = {CoRR},
volume = {abs/2402.03791},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03791},
doi = {10.48550/ARXIV.2402.03791},
eprinttype = {arXiv},
eprint = {2402.03791},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/ShiZLMG23,
author = {Hongjian Shi and
Weichu Zheng and
Zifei Liu and
Ruhui Ma and
Haibing Guan},
title = {Automatic Pipeline Parallelism: {A} Parallel Inference Framework for
Deep Learning Applications in 6G Mobile Communication Systems},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {41},
number = {7},
pages = {2041--2056},
year = {2023},
url = {https://doi.org/10.1109/JSAC.2023.3280970},
doi = {10.1109/JSAC.2023.3280970},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/ShiZLMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ZhangZTWH23,
author = {Weigang Zhang and
Biyu Zhou and
Xuehai Tang and
Zhaoxing Wang and
Songlin Hu},
title = {MixPipe: Efficient Bidirectional Pipeline Parallelism for Training
Large-Scale Models},
booktitle = {60th {ACM/IEEE} Design Automation Conference, {DAC} 2023, San Francisco,
CA, USA, July 9-13, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DAC56929.2023.10247730},
doi = {10.1109/DAC56929.2023.10247730},
timestamp = {Sun, 24 Sep 2023 13:31:06 +0200},
biburl = {https://dblp.org/rec/conf/dac/ZhangZTWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/VontzalidisPBDIDBCEKZT23,
author = {Aristotelis Vontzalidis and
Stratos Psomadakis and
Constantinos Bitsakos and
Mark Dokter and
Kevin Innerebner and
Patrick Damme and
Matthias Boehm and
Florina M. Ciorba and
Ahmed Eleliemy and
Vasileios Karakostas and
Ales Zamuda and
Dimitrios Tsoumakos},
editor = {Demetris Zeinalipour and
Dora Blanco Heras and
George Pallis and
Herodotos Herodotou and
Demetris Trihinas and
Daniel Balouek and
Patrick Diehl and
Terry Cojean and
Karl F{\"{u}}rlinger and
Maja Hanne Kirkeby and
Matteo Nardelli and
Pierangelo di Sanzo},
title = {{DAPHNE} Runtime: Harnessing Parallelism for Integrated Data Analysis
Pipelines},
booktitle = {Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International
Workshops, Limassol, Cyprus, August 28 - September 1, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14352},
pages = {242--246},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-48803-0\_25},
doi = {10.1007/978-3-031-48803-0\_25},
timestamp = {Wed, 24 Apr 2024 16:58:27 +0200},
biburl = {https://dblp.org/rec/conf/europar/VontzalidisPBDIDBCEKZT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpca/NguyenS23,
author = {Quan M. Nguyen and
Daniel S{\'{a}}nchez},
title = {Phloem: Automatic Acceleration of Irregular Applications with Fine-Grain
Pipeline Parallelism},
booktitle = {{IEEE} International Symposium on High-Performance Computer Architecture,
{HPCA} 2023, Montreal, QC, Canada, February 25 - March 1, 2023},
pages = {1262--1274},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPCA56546.2023.10071026},
doi = {10.1109/HPCA56546.2023.10071026},
timestamp = {Wed, 29 Mar 2023 11:07:46 +0200},
biburl = {https://dblp.org/rec/conf/hpca/NguyenS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/LiuLLW023,
author = {Yujie Liu and
Zhiquan Lai and
Weijie Liu and
Wei Wang and
Dongsheng Li},
title = {Efficient Large Models Fine-tuning on Commodity Servers via Memory-balanced
Pipeline Parallelism},
booktitle = {{IEEE} International Conference on High Performance Computing {\&}
Communications, Data Science {\&} Systems, Smart City {\&}
Dependability in Sensor, Cloud {\&} Big Data Systems {\&}
Application, HPCC/DSS/SmartCity/DependSys 2023, Melbourne, Australia,
December 17-21, 2023},
pages = {726--727},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys60770.2023.00103},
doi = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS60770.2023.00103},
timestamp = {Wed, 10 Apr 2024 17:07:58 +0200},
biburl = {https://dblp.org/rec/conf/hpcc/LiuLLW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/XiaZWYZC23,
author = {Yaqi Xia and
Zheng Zhang and
Hulin Wang and
Donglin Yang and
Xiaobo Zhou and
Dazhao Cheng},
editor = {Ali Raza Butt and
Ningfang Mi and
Kyle Chard},
title = {Redundancy-Free High-Performance Dynamic {GNN} Training with Hierarchical
Pipeline Parallelism},
booktitle = {Proceedings of the 32nd International Symposium on High-Performance
Parallel and Distributed Computing, {HPDC} 2023, Orlando, FL, USA,
June 16-23, 2023},
pages = {17--30},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3588195.3592990},
doi = {10.1145/3588195.3592990},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/XiaZWYZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KimKYC23,
author = {Taebum Kim and
Hyoungjoo Kim and
Gyeong{-}In Yu and
Byung{-}Gon Chun},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {BPipe: Memory-Balanced Pipeline Parallelism for Training Large Language
Models},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {16639--16653},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kim23l.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KimKYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/NiknamiSW23,
author = {Nadia Niknami and
Abdalaziz Sawwan and
Jie Wu},
title = {SmartPipe: Intelligently Freezing Layers in Pipeline Parallelism for
Distributed {DNN} Training},
booktitle = {29th {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2023, Ocean Flower Island, China, December 17-21, 2023},
pages = {1885--1894},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICPADS60453.2023.00259},
doi = {10.1109/ICPADS60453.2023.00259},
timestamp = {Sun, 14 Apr 2024 20:48:59 +0200},
biburl = {https://dblp.org/rec/conf/icpads/NiknamiSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ZhangYXDTZC23,
author = {Zheng Zhang and
Donglin Yang and
Yaqi Xia and
Liang Ding and
Dacheng Tao and
Xiaobo Zhou and
Dazhao Cheng},
title = {MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive
Pipeline Parallelism},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} 2023, St. Petersburg, FL, USA, May 15-19, 2023},
pages = {167--177},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IPDPS54959.2023.00026},
doi = {10.1109/IPDPS54959.2023.00026},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipps/ZhangYXDTZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LiuCZ023,
author = {Ziming Liu and
Shenggan Cheng and
Haotian Zhou and
Yang You},
editor = {Dorian Arnold and
Rosa M. Badia and
Kathryn M. Mohror},
title = {Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large
Model Training Efficiency},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
pages = {56:1--56:13},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581784.3607073},
doi = {10.1145/3581784.3607073},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/LiuCZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/WangDZHCL23,
author = {Luya Wang and
Yanjie Dong and
Lei Zhang and
Xiping Hu and
Laizhong Cui and
Victor C. M. Leung},
title = {Wireless Model Splitting for Communication-Efficient Personalized
Federated Learning with Pipeline Parallelism},
booktitle = {24th {IEEE} International Workshop on Signal Processing Advances in
Wireless Communications, {SPAWC} 2023, Shanghai, China, September
25-28, 2023},
pages = {421--425},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SPAWC53906.2023.10304511},
doi = {10.1109/SPAWC53906.2023.10304511},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/spawc/WangDZHCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12803,
author = {Zihan Zhang and
Philip Rodgers and
Peter Kilpatrick and
Ivor T. A. Spence and
Blesson Varghese},
title = {PipeLearn: Pipeline Parallelism for Collaborative Machine Learning},
journal = {CoRR},
volume = {abs/2302.12803},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12803},
doi = {10.48550/ARXIV.2302.12803},
eprinttype = {arXiv},
eprint = {2302.12803},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01675,
author = {Siyu Wang and
Zongyan Cao and
Chang Si and
Lansong Diao and
Jiamang Wang and
Wei Lin},
title = {Ada-Grouper: Accelerating Pipeline Parallelism in Preempted Network
by Adaptive Group-Scheduling for Micro-Batches},
journal = {CoRR},
volume = {abs/2303.01675},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01675},
doi = {10.48550/ARXIV.2303.01675},
eprinttype = {arXiv},
eprint = {2303.01675},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-11414,
author = {Xin Chen and
Hengheng Zhang and
Xiaotao Gu and
Kaifeng Bi and
Lingxi Xie and
Qi Tian},
title = {Pipeline MoE: {A} Flexible MoE Implementation with Pipeline Parallelism},
journal = {CoRR},
volume = {abs/2304.11414},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.11414},
doi = {10.48550/ARXIV.2304.11414},
eprinttype = {arXiv},
eprint = {2304.11414},
timestamp = {Tue, 02 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-11414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-10087,
author = {Jingji Chen and
Zhuoming Chen and
Xuehai Qian},
title = {GNNPipe: Accelerating Distributed Full-Graph {GNN} Training with Pipelined
Model Parallelism},
journal = {CoRR},
volume = {abs/2308.10087},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.10087},
doi = {10.48550/ARXIV.2308.10087},
eprinttype = {arXiv},
eprint = {2308.10087},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-10087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-15762,
author = {Ziming Liu and
Shenggan Cheng and
Haotian Zhou and
Yang You},
title = {Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large
Model Training Efficiency},
journal = {CoRR},
volume = {abs/2308.15762},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.15762},
doi = {10.48550/ARXIV.2308.15762},
eprinttype = {arXiv},
eprint = {2308.15762},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-15762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-03703,
author = {Aaron Archer and
Matthew Fahrbach and
Kuikui Liu and
Prakash Prabhu},
title = {Pipeline Parallelism for {DNN} Inference with Practical Performance
Guarantees},
journal = {CoRR},
volume = {abs/2311.03703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.03703},
doi = {10.48550/ARXIV.2311.03703},
eprinttype = {arXiv},
eprint = {2311.03703},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-03703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/et/SparkmanSD22,
author = {Brett Sparkman and
Scott C. Smith and
Jia Di},
title = {Built-In Self-Test for Multi-Threshold {NULL} Convention Logic Asynchronous
Circuits using Pipeline Stage Parallelism},
journal = {J. Electron. Test.},
volume = {38},
number = {3},
pages = {321--334},
year = {2022},
url = {https://doi.org/10.1007/s10836-022-06007-w},
doi = {10.1007/S10836-022-06007-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/et/SparkmanSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/YoonBKL22,
author = {JinYi Yoon and
Yeongsin Byeon and
Jeewoon Kim and
HyungJune Lee},
title = {EdgePipe: Tailoring Pipeline Parallelism With Deep Neural Networks
for Volatile Wireless Edge Devices},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {14},
pages = {11633--11647},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2021.3131407},
doi = {10.1109/JIOT.2021.3131407},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/YoonBKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ppl/ZhaoXWTWWIJ22,
author = {Letian Zhao and
Rui Xu and
Tianqi Wang and
Teng Tian and
Xiaotian Wang and
Wei Wu and
Chio{-}in Ieong and
Xi Jin},
title = {BaPipe: Balanced Pipeline Parallelism for {DNN} Training},
journal = {Parallel Process. Lett.},
volume = {32},
number = {3{\&}4},
pages = {2250005:1--2250005:17},
year = {2022},
url = {https://doi.org/10.1142/S0129626422500050},
doi = {10.1142/S0129626422500050},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ppl/ZhaoXWTWWIJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/ZhaoLCSCWZLC22,
author = {Shixiong Zhao and
Fanxin Li and
Xusheng Chen and
Tianxiang Shen and
Li Chen and
Sen Wang and
Nicholas Zhang and
Cheng Li and
Heming Cui},
editor = {Babak Falsafi and
Michael Ferdman and
Shan Lu and
Thomas F. Wenisch},
title = {NASPipe: high performance and reproducible pipeline parallel supernet
training via causal synchronous parallelism},
booktitle = {{ASPLOS} '22: 27th {ACM} International Conference on Architectural
Support for Programming Languages and Operating Systems, Lausanne,
Switzerland, 28 February 2022 - 4 March 2022},
pages = {374--387},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503222.3507735},
doi = {10.1145/3503222.3507735},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asplos/ZhaoLCSCWZLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/LiuLLDGL22,
author = {Weijie Liu and
Zhiquan Lai and
Shengwei Li and
Yabo Duan and
Keshi Ge and
Dongsheng Li},
title = {AutoPipe: {A} Fast Pipeline Parallelism Approach with Balanced Partitioning
and Micro-batch Slicing},
booktitle = {{IEEE} International Conference on Cluster Computing, {CLUSTER} 2022,
Heidelberg, Germany, September 5-8, 2022},
pages = {301--312},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CLUSTER51413.2022.00042},
doi = {10.1109/CLUSTER51413.2022.00042},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cluster/LiuLLDGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/ChiuH22,
author = {Cheng{-}Hsiang Chiu and
Tsung{-}Wei Huang},
editor = {Rob Oshana},
title = {Efficient timing propagation with simultaneous structural and pipeline
parallelisms: late breaking results},
booktitle = {{DAC} '22: 59th {ACM/IEEE} Design Automation Conference, San Francisco,
California, USA, July 10 - 14, 2022},
pages = {1388--1389},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3489517.3530616},
doi = {10.1145/3489517.3530616},
timestamp = {Thu, 25 Aug 2022 14:23:32 +0200},
biburl = {https://dblp.org/rec/conf/dac/ChiuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsd/HuIZKBCW22,
author = {Yang Hu and
Connor Imes and
Xuanang Zhao and
Souvik Kundu and
Peter A. Beerel and
Stephen P. Crago and
John Paul Walters},
title = {PipeEdge: Pipeline Parallelism for Large-Scale Model Inference on
Heterogeneous Edge Devices},
booktitle = {25th Euromicro Conference on Digital System Design, {DSD} 2022, Maspalomas,
Spain, August 31 - Sept. 2, 2022},
pages = {298--307},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSD57027.2022.00048},
doi = {10.1109/DSD57027.2022.00048},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsd/HuIZKBCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpdc/ChiuH22,
author = {Cheng{-}Hsiang Chiu and
Tsung{-}Wei Huang},
editor = {Jon B. Weissman and
Abhishek Chandra and
Ada Gavrilovska and
Devesh Tiwari},
title = {Composing Pipeline Parallelism using Control Taskflow Graph},
booktitle = {{HPDC} '22: The 31st International Symposium on High-Performance Parallel
and Distributed Computing, Minneapolis, MN, USA, 27 June 2022 - 1
July 2022},
pages = {283--284},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3502181.3533714},
doi = {10.1145/3502181.3533714},
timestamp = {Fri, 24 Jun 2022 12:30:13 +0200},
biburl = {https://dblp.org/rec/conf/hpdc/ChiuH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/JiangWMHHDF22,
author = {Wei Jiang and
Bo Wang and
Sheng Ma and
Xiang Hou and
Libo Huang and
Yi Dai and
Jianbin Fang},
editor = {Weizhi Meng and
Rongxing Lu and
Geyong Min and
Jaideep Vaidya},
title = {PipeFB: An Optimized Pipeline Parallelism Scheme to Reduce the Peak
Memory Usage},
booktitle = {Algorithms and Architectures for Parallel Processing - 22nd International
Conference, {ICA3PP} 2022, Copenhagen, Denmark, October 10-12, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13777},
pages = {590--604},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-22677-9\_31},
doi = {10.1007/978-3-031-22677-9\_31},
timestamp = {Wed, 18 Jan 2023 19:02:49 +0100},
biburl = {https://dblp.org/rec/conf/ica3pp/JiangWMHHDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangZZYW22,
author = {Pengcheng Yang and
Xiaoming Zhang and
Wenpeng Zhang and
Ming Yang and
Hong Wei},
title = {Group-based Interleaved Pipeline Parallelism for Large-scale {DNN}
Training},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=cw-EmNq5zfD},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YangZZYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/DuanW22,
author = {Yubin Duan and
Jie Wu},
title = {Optimizing Resource Allocation in Pipeline Parallelism for Distributed
{DNN} Training},
booktitle = {28th {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2022, Nanjing, China, January 10-12, 2023},
pages = {161--168},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPADS56603.2022.00029},
doi = {10.1109/ICPADS56603.2022.00029},
timestamp = {Thu, 06 Apr 2023 14:52:40 +0200},
biburl = {https://dblp.org/rec/conf/icpads/DuanW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/BeaumontES22,
author = {Olivier Beaumont and
Lionel Eyraud{-}Dubois and
Alena Shilova},
title = {MadPipe: Memory Aware Dynamic Programming Algorithm for Pipelined
Model Parallelism},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium,
{IPDPS} Workshops 2022, Lyon, France, May 30 - June 3, 2022},
pages = {1063--1073},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IPDPSW55747.2022.00174},
doi = {10.1109/IPDPSW55747.2022.00174},
timestamp = {Mon, 08 Aug 2022 16:44:20 +0200},
biburl = {https://dblp.org/rec/conf/ipps/BeaumontES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vee/BlanaruSFK22,
author = {Florin Blanaru and
Athanasios Stratikopoulos and
Juan Fumero and
Christos Kotselidis},
editor = {John Criswell and
Dan Williams and
Yubin Xia},
title = {Enabling pipeline parallelism in heterogeneous managed runtime environments
via batch processing},
booktitle = {{VEE} '22: 18th {ACM} {SIGPLAN/SIGOPS} International Conference on
Virtual Execution Environments, Virtual Event, Switzerland, 1 March
2022},
pages = {58--71},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3516807.3516821},
doi = {10.1145/3516807.3516821},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vee/BlanaruSFK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05953,
author = {Joel Lamy{-}Poirier},
title = {Breadth-First Pipeline Parallelism},
journal = {CoRR},
volume = {abs/2211.05953},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05953},
doi = {10.48550/ARXIV.2211.05953},
eprinttype = {arXiv},
eprint = {2211.05953},
timestamp = {Tue, 15 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05953.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/JanjicBB21,
author = {Vladimir Janjic and
Christopher Brown and
Adam D. Barwell},
title = {Restoration of Legacy Parallelism: Transforming Pthreads into Farm
and Pipeline Patterns},
journal = {Int. J. Parallel Program.},
volume = {49},
number = {6},
pages = {886--910},
year = {2021},
url = {https://doi.org/10.1007/s10766-021-00716-z},
doi = {10.1007/S10766-021-00716-Z},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpp/JanjicBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paapp/AndoKT21,
author = {Ruo Ando and
Youki Kadobayashi and
Hiroki Takakura},
title = {Choice of parallelism: multi-GPU driven pipeline for huge academic
backbone network},
journal = {Int. J. Parallel Emergent Distributed Syst.},
volume = {36},
number = {6},
pages = {609--622},
year = {2021},
url = {https://doi.org/10.1080/17445760.2021.1941009},
doi = {10.1080/17445760.2021.1941009},
timestamp = {Tue, 09 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paapp/AndoKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiZLWKZ21,
author = {Jian{-}Yu Li and
Zhi{-}Hui Zhan and
Run{-}Dong Liu and
Chuan Wang and
Sam Kwong and
Jun Zhang},
title = {Generation-Level Parallelism for Evolutionary Computation: {A} Pipeline-Based
Parallel Particle Swarm Optimization},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {10},
pages = {4848--4859},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2020.3028070},
doi = {10.1109/TCYB.2020.3028070},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/LiZLWKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/BeaumontES21,
author = {Olivier Beaumont and
Lionel Eyraud{-}Dubois and
Alena Shilova},
editor = {Leonel Sousa and
Nuno Roma and
Pedro Tom{\'{a}}s},
title = {Pipelined Model Parallelism: Complexity Results and Memory Considerations},
booktitle = {Euro-Par 2021: Parallel Processing - 27th International Conference
on Parallel and Distributed Computing, Lisbon, Portugal, September
1-3, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12820},
pages = {183--198},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-85665-6\_12},
doi = {10.1007/978-3-030-85665-6\_12},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/europar/BeaumontES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiZGZZSS21,
author = {Zhuohan Li and
Siyuan Zhuang and
Shiyuan Guo and
Danyang Zhuo and
Hao Zhang and
Dawn Song and
Ion Stoica},
editor = {Marina Meila and
Tong Zhang},
title = {TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale
Language Models},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6543--6552},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/li21y.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiZGZZSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/JiangXMWHL21,
author = {Wei Jiang and
Rui Xu and
Sheng Ma and
Qiong Wang and
Xiang Hou and
Hongyi Lu},
title = {A Memory Saving Mechanism Based on Data Transferring for Pipeline
Parallelism},
booktitle = {2021 {IEEE} Intl Conf on Parallel {\&} Distributed Processing
with Applications, Big Data {\&} Cloud Computing, Sustainable
Computing {\&} Communications, Social Computing {\&} Networking
(ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September
30 - Oct. 3, 2021},
pages = {1230--1235},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISPA-BDCloud-SocialCom-SustainCom52081.2021.00169},
doi = {10.1109/ISPA-BDCLOUD-SOCIALCOM-SUSTAINCOM52081.2021.00169},
timestamp = {Thu, 06 Jan 2022 09:48:16 +0100},
biburl = {https://dblp.org/rec/conf/ispa/JiangXMWHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/KimJRICKKPW21,
author = {Jongyul Kim and
Insu Jang and
Waleed Reda and
Jaeseong Im and
Marco Canini and
Dejan Kostic and
Youngjin Kwon and
Simon Peter and
Emmett Witchel},
editor = {Robbert van Renesse and
Nickolai Zeldovich},
title = {LineFS: Efficient SmartNIC Offload of a Distributed File System with
Pipeline Parallelism},
booktitle = {{SOSP} '21: {ACM} {SIGOPS} 28th Symposium on Operating Systems Principles,
Virtual Event / Koblenz, Germany, October 26-29, 2021},
pages = {756--771},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3477132.3483565},
doi = {10.1145/3477132.3483565},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sosp/KimJRICKKPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/EliadHJSS21,
author = {Saar Eliad and
Ido Hakimi and
Alon De Jagger and
Mark Silberstein and
Assaf Schuster},
editor = {Irina Calciu and
Geoff Kuenning},
title = {Fine-tuning giant neural networks on commodity hardware with automatic
pipeline model parallelism},
booktitle = {2021 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2021, July
14-16, 2021},
pages = {381--396},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/atc21/presentation/eliad},
timestamp = {Thu, 12 Aug 2021 18:08:26 +0200},
biburl = {https://dblp.org/rec/conf/usenix/EliadHJSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07988,
author = {Zhuohan Li and
Siyuan Zhuang and
Shiyuan Guo and
Danyang Zhuo and
Hao Zhang and
Dawn Song and
Ion Stoica},
title = {TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale
Language Models},
journal = {CoRR},
volume = {abs/2102.07988},
year = {2021},
url = {https://arxiv.org/abs/2102.07988},
eprinttype = {arXiv},
eprint = {2102.07988},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02679,
author = {Joel Lamy{-}Poirier},
title = {Layered gradient accumulation and modular pipeline parallelism: fast
and efficient training of large language models},
journal = {CoRR},
volume = {abs/2106.02679},
year = {2021},
url = {https://arxiv.org/abs/2106.02679},
eprinttype = {arXiv},
eprint = {2106.02679},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12863,
author = {Ruo Ando and
Youki Kadobayashi and
Hiroki Takakura},
title = {Choice of Parallelism: Multi-GPU Driven Pipeline for Huge Academic
Backbone Network},
journal = {CoRR},
volume = {abs/2106.12863},
year = {2021},
url = {https://arxiv.org/abs/2106.12863},
eprinttype = {arXiv},
eprint = {2106.12863},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14895,
author = {Yang Hu and
Connor Imes and
Xuanang Zhao and
Souvik Kundu and
Peter A. Beerel and
Stephen P. Crago and
John Paul Walters},
title = {Pipeline Parallelism for Inference on Heterogeneous Edge Computing},
journal = {CoRR},
volume = {abs/2110.14895},
year = {2021},
url = {https://arxiv.org/abs/2110.14895},
eprinttype = {arXiv},
eprint = {2110.14895},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic-nc/TakisawaYI20,
author = {Naoki Takisawa and
Syunji Yazaki and
Hiroaki Ishihata},
title = {Distributed Deep Learning of ResNet50 and {VGG16} with Pipeline Parallelism},
booktitle = {Eighth International Symposium on Computing and Networking Workshops,
{CANDAR} 2020 Workshops, Naha, Japan, November 24-27, 2020},
pages = {130--136},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CANDARW51189.2020.00036},
doi = {10.1109/CANDARW51189.2020.00036},
timestamp = {Wed, 03 Mar 2021 13:24:58 +0100},
biburl = {https://dblp.org/rec/conf/ic-nc/TakisawaYI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/NguyenS20,
author = {Quan M. Nguyen and
Daniel S{\'{a}}nchez},
title = {Pipette: Improving Core Utilization on Irregular Applications through
Intra-Core Pipeline Parallelism},
booktitle = {53rd Annual {IEEE/ACM} International Symposium on Microarchitecture,
{MICRO} 2020, Athens, Greece, October 17-21, 2020},
pages = {596--608},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MICRO50266.2020.00056},
doi = {10.1109/MICRO50266.2020.00056},
timestamp = {Mon, 13 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micro/NguyenS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/middleware/RochaMCFBS20,
author = {Isabelly Rocha and
Nathaniel Morris and
Lydia Y. Chen and
Pascal Felber and
Robert Birke and
Valerio Schiavoni},
editor = {Dilma Da Silva and
R{\"{u}}diger Kapitza},
title = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning
for Deep Learning Clusters},
booktitle = {Middleware '20: 21st International Middleware Conference, Delft, The
Netherlands, December 7-11, 2020},
pages = {89--104},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3423211.3425692},
doi = {10.1145/3423211.3425692},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/middleware/RochaMCFBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/ParkYYNLCNC20,
author = {Jay H. Park and
Gyeongchan Yun and
Chang M. Yi and
Nguyen T. Nguyen and
Seungmin Lee and
Jaesik Choi and
Sam H. Noh and
Young{-}ri Choi},
editor = {Ada Gavrilovska and
Erez Zadok},
title = {HetPipe: Enabling Large {DNN} Training on (Whimpy) Heterogeneous {GPU}
Clusters through Integration of Pipelined Model Parallelism and Data
Parallelism},
booktitle = {2020 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2020, July
15-17, 2020},
pages = {307--321},
publisher = {{USENIX} Association},
year = {2020},
url = {https://www.usenix.org/conference/atc20/presentation/park},
timestamp = {Mon, 01 Feb 2021 08:43:25 +0100},
biburl = {https://dblp.org/rec/conf/usenix/ParkYYNLCNC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09910,
author = {Chiheon Kim and
Heungsub Lee and
Myungryong Jeong and
Woonhyuk Baek and
Boogeon Yoon and
Ildoo Kim and
Sungbin Lim and
Sungwoong Kim},
title = {torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models},
journal = {CoRR},
volume = {abs/2004.09910},
year = {2020},
url = {https://arxiv.org/abs/2004.09910},
eprinttype = {arXiv},
eprint = {2004.09910},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-14038,
author = {Jay H. Park and
Gyeongchan Yun and
Chang M. Yi and
Nguyen T. Nguyen and
Seungmin Lee and
Jaesik Choi and
Sam H. Noh and
Young{-}ri Choi},
title = {HetPipe: Enabling Large {DNN} Training on (Whimpy) Heterogeneous {GPU}
Clusters through Integration of Pipelined Model Parallelism and Data
Parallelism},
journal = {CoRR},
volume = {abs/2005.14038},
year = {2020},
url = {https://arxiv.org/abs/2005.14038},
eprinttype = {arXiv},
eprint = {2005.14038},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-14038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00501,
author = {Isabelly Rocha and
Nathaniel Morris and
Lydia Y. Chen and
Pascal Felber and
Robert Birke and
Valerio Schiavoni},
title = {PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning
for Deep Learning Clusters},
journal = {CoRR},
volume = {abs/2010.00501},
year = {2020},
url = {https://arxiv.org/abs/2010.00501},
eprinttype = {arXiv},
eprint = {2010.00501},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12544,
author = {Letian Zhao and
Rui Xu and
Tianqi Wang and
Teng Tian and
Xiaotian Wang and
Wei Wu and
Chio{-}in Ieong and
Xi Jin},
title = {BaPipe: Exploration of Balanced Pipeline Parallelism for {DNN} Training},
journal = {CoRR},
volume = {abs/2012.12544},
year = {2020},
url = {https://arxiv.org/abs/2012.12544},
eprinttype = {arXiv},
eprint = {2012.12544},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangCBFCCLNLWC19,
author = {Yanping Huang and
Youlong Cheng and
Ankur Bapna and
Orhan Firat and
Dehao Chen and
Mia Xu Chen and
HyoukJoong Lee and
Jiquan Ngiam and
Quoc V. Le and
Yonghui Wu and
Zhifeng Chen},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {GPipe: Efficient Training of Giant Neural Networks using Pipeline
Parallelism},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {103--112},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/093f65e080a295f8076b1c5722a46aa2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangCBFCCLNLWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/NarayananHPSDGG19,
author = {Deepak Narayanan and
Aaron Harlap and
Amar Phanishayee and
Vivek Seshadri and
Nikhil R. Devanur and
Gregory R. Ganger and
Phillip B. Gibbons and
Matei Zaharia},
editor = {Tim Brecht and
Carey Williamson},
title = {PipeDream: generalized pipeline parallelism for {DNN} training},
booktitle = {Proceedings of the 27th {ACM} Symposium on Operating Systems Principles,
{SOSP} 2019, Huntsville, ON, Canada, October 27-30, 2019},
pages = {1--15},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341301.3359646},
doi = {10.1145/3341301.3359646},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sosp/NarayananHPSDGG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04610,
author = {Lei Guan and
Wotao Yin and
Dongsheng Li and
Xicheng Lu},
title = {XPipe: Efficient Pipeline Model Parallelism for Multi-GPU {DNN} Training},
journal = {CoRR},
volume = {abs/1911.04610},
year = {2019},
url = {http://arxiv.org/abs/1911.04610},
eprinttype = {arXiv},
eprint = {1911.04610},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06965,
author = {Yanping Huang and
Yonglong Cheng and
Dehao Chen and
HyoukJoong Lee and
Jiquan Ngiam and
Quoc V. Le and
Zhifeng Chen},
title = {GPipe: Efficient Training of Giant Neural Networks using Pipeline
Parallelism},
journal = {CoRR},
volume = {abs/1811.06965},
year = {2018},
url = {http://arxiv.org/abs/1811.06965},
eprinttype = {arXiv},
eprint = {1811.06965},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/WangTLF17,
author = {Junchang Wang and
Yangfeng Tian and
Tao Li and
Xiong Fu},
title = {A Flexible Communication Mechanism for Pipeline Parallelism},
booktitle = {2017 {IEEE} International Symposium on Parallel and Distributed Processing
with Applications and 2017 {IEEE} International Conference on Ubiquitous
Computing and Communications (ISPA/IUCC), Guangzhou, China, December
12-15, 2017},
pages = {778--785},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISPA/IUCC.2017.00119},
doi = {10.1109/ISPA/IUCC.2017.00119},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ispa/WangTLF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/WangK17,
author = {Yang Wang and
Kenneth B. Kent},
editor = {Igor V. Kotenko and
Yiannis Cotronis and
Masoud Daneshtalab},
title = {A Region-Based Approach to Pipeline Parallelism in Java Programs on
Multicores},
booktitle = {25th Euromicro International Conference on Parallel, Distributed and
Network-based Processing, {PDP} 2017, St. Petersburg, Russia, March
6-8, 2017},
pages = {124--131},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/PDP.2017.69},
doi = {10.1109/PDP.2017.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdp/WangK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcsc/KamaliH16,
author = {Hadi Mardani Kamali and
Shaahin Hessabi},
title = {A Fault Tolerant Parallelism Approach for Implementing High-Throughput
Pipelined Advanced Encryption Standard},
journal = {J. Circuits Syst. Comput.},
volume = {25},
number = {9},
pages = {1650113:1--1650113:14},
year = {2016},
url = {https://doi.org/10.1142/S0218126616501139},
doi = {10.1142/S0218126616501139},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcsc/KamaliH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/KimJKS16,
author = {Gwangsun Kim and
Jiyun Jeong and
John Kim and
Mark Stephenson},
editor = {Ayal Zaks and
Bilha Mendelson and
Lawrence Rauchwerger and
Wen{-}mei W. Hwu},
title = {Automatically Exploiting Implicit Pipeline Parallelism from Multiple
Dependent Kernels for GPUs},
booktitle = {Proceedings of the 2016 International Conference on Parallel Architectures
and Compilation, {PACT} 2016, Haifa, Israel, September 11-15, 2016},
pages = {341--352},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2967938.2967952},
doi = {10.1145/2967938.2967952},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/KimJKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asap/ChoiLBA16,
author = {Jongsok Choi and
Ruolong Lian and
Stephen Dean Brown and
Jason Helge Anderson},
title = {A unified software approach to specify pipeline and spatial parallelism
in {FPGA} hardware},
booktitle = {27th {IEEE} International Conference on Application-specific Systems,
Architectures and Processors, {ASAP} 2016, London, United Kingdom,
July 6-8, 2016},
pages = {75--82},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ASAP.2016.7760775},
doi = {10.1109/ASAP.2016.7760775},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asap/ChoiLBA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/ParkB16,
author = {Jinsu Park and
Woongki Baek},
editor = {Pierre{-}Fran{\c{c}}ois Dutot and
Denis Trystram},
title = {{HAP:} {A} Heterogeneity-Conscious Runtime System for Adaptive Pipeline
Parallelism},
booktitle = {Euro-Par 2016: Parallel Processing - 22nd International Conference
on Parallel and Distributed Computing, Grenoble, France, August 24-26,
2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9833},
pages = {518--530},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-43659-3\_38},
doi = {10.1007/978-3-319-43659-3\_38},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/ParkB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scopes/KoekGHCB16,
author = {Peter Koek and
Stefan J. Geuns and
Joost P. H. M. Hausmans and
Henk Corporaal and
Marco Jan Gerrit Bekooij},
editor = {Sander Stuijk},
title = {CSDFa: {A} Model for Exploiting the Trade-Off between Data and Pipeline
Parallelism},
booktitle = {Proceedings of the 19th International Workshop on Software and Compilers
for Embedded Systems, {SCOPES} 2016, Sankt Goar, Germany, May 23-25,
2016},
pages = {30--39},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2906363.2906364},
doi = {10.1145/2906363.2906364},
timestamp = {Tue, 06 Nov 2018 16:58:57 +0100},
biburl = {https://dblp.org/rec/conf/scopes/KoekGHCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/ChenLWZW15,
author = {Chen Chen and
Kai Lu and
Xiaoping Wang and
Xu Zhou and
Zhendong Wu},
title = {A Load-Balanced Deterministic Runtime for Pipeline Parallelism},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {98-D},
number = {2},
pages = {433--436},
year = {2015},
url = {https://doi.org/10.1587/transinf.2014EDL8171},
doi = {10.1587/TRANSINF.2014EDL8171},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/ChenLWZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijnc/YamagiwaWW15,
author = {Shinichi Yamagiwa and
Guyue Wang and
Koichi Wada},
title = {Development of an Algorithm for Extracting Parallelism and Pipeline
Structure from Stream-based Processing flow with Spanning Tree},
journal = {Int. J. Netw. Comput.},
volume = {5},
number = {1},
pages = {159--179},
year = {2015},
url = {http://www.ijnc.org/index.php/ijnc/article/view/101},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijnc/YamagiwaWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/ZhangLC15,
author = {Yu Zhang and
Zhaopeng Li and
Hui{-}Fang Cao},
title = {System-Enforced Deterministic Streaming for Efficient Pipeline Parallelism},
journal = {J. Comput. Sci. Technol.},
volume = {30},
number = {1},
pages = {57--73},
year = {2015},
url = {https://doi.org/10.1007/s11390-015-1504-7},
doi = {10.1007/S11390-015-1504-7},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/ZhangLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/topc/LeeLSZS15,
author = {I{-}Ting Angelina Lee and
Charles E. Leiserson and
Tao B. Schardl and
Zhunping Zhang and
Jim Sukha},
title = {On-the-Fly Pipeline Parallelism},
journal = {{ACM} Trans. Parallel Comput.},
volume = {2},
number = {3},
pages = {17:1--17:42},
year = {2015},
url = {https://doi.org/10.1145/2809808},
doi = {10.1145/2809808},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/topc/LeeLSZS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TranPS15,
author = {Nam{-}Luc Tran and
Thomas Peel and
Sabri Skhiri},
title = {Distributed frank-wolfe under pipelined stale synchronous parallelism},
booktitle = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
Santa Clara, CA, USA, October 29 - November 1, 2015},
pages = {184--192},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BigData.2015.7363755},
doi = {10.1109/BIGDATA.2015.7363755},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/TranPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/memocode/HausmansGWB14,
author = {Joost P. H. M. Hausmans and
Stefan J. Geuns and
Maarten Wiggers and
Marco Jan Gerrit Bekooij},
title = {Unified dataflow model for the analysis of data and pipeline parallelism,
and buffer sizing},
booktitle = {Twelfth {ACM/IEEE} International Conference on Formal Methods and
Models for Codesign, {MEMOCODE} 2014, Lausanne, Switzerland, October
19-21, 2014},
pages = {12--21},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MEMCOD.2014.6961839},
doi = {10.1109/MEMCOD.2014.6961839},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/memocode/HausmansGWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/springsim/KhammassiL14,
author = {Nader Khammassi and
Jean{-}Christophe Le Lann},
title = {A high-level programming model to ease pipeline parallelism expression
on shared memory multicore architectures},
booktitle = {2014 Spring Simulation Multiconference, SpringSim '14, Tampa, FL,
USA, April 13-16, 2014, Proceedings of the High Performance Computing
Symposium},
pages = {9},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2663519},
timestamp = {Tue, 20 Jan 2015 17:44:55 +0100},
biburl = {https://dblp.org/rec/conf/springsim/KhammassiL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/PreudHomme13,
author = {Thomas Preud'homme},
title = {Communication inter-c{\oe}urs optimis{\'{e}}e pour le parall{\'{e}}lisme
de flux. (Optimized inter-core communication for pipeline parallelism)},
school = {Pierre and Marie Curie University, Paris, France},
year = {2013},
url = {https://tel.archives-ouvertes.fr/tel-00931833},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/PreudHomme13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/MuLCDW13,
author = {Shuai Mu and
Dongdong Li and
Yubei Chen and
Yangdong Deng and
Zhihua Wang},
title = {Exploiting the Task-Pipelined Parallelism of Stream Programs on Many-Core
GPUs},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {96-D},
number = {10},
pages = {2194--2207},
year = {2013},
url = {https://doi.org/10.1587/transinf.E96.D.2194},
doi = {10.1587/TRANSINF.E96.D.2194},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/MuLCDW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsa/LinLLHS13,
author = {Chih{-}Sheng Lin and
Chao{-}Sheng Lin and
Yu{-}Shin Lin and
Pao{-}Ann Hsiung and
Chihhsiong Shih},
title = {Multi-objective exploitation of pipeline parallelism using clustering,
replication and duplication in embedded multi-core systems},
journal = {J. Syst. Archit.},
volume = {59},
number = {10-C},
pages = {1083--1094},
year = {2013},
url = {https://doi.org/10.1016/j.sysarc.2013.05.024},
doi = {10.1016/J.SYSARC.2013.05.024},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsa/LinLLHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cases/CordesENM13,
author = {Daniel Cordes and
Michael Engel and
Olaf Neugebauer and
Peter Marwedel},
title = {Automatic Extraction of pipeline parallelism for embedded heterogeneous
multi-core platforms},
booktitle = {International Conference on Compilers, Architecture and Synthesis
for Embedded Systems, {CASES} 2013, Montreal, QC, Canada, September
29 - October 4, 2013},
pages = {4:1--4:10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CASES.2013.6662508},
doi = {10.1109/CASES.2013.6662508},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/cases/CordesENM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cases/SchorYBT13,
author = {Lars Schor and
Hoeseok Yang and
Iuliana Bacivarov and
Lothar Thiele},
title = {Expandable process networks to efficiently specify and explore task,
data, and pipeline parallelism},
booktitle = {International Conference on Compilers, Architecture and Synthesis
for Embedded Systems, {CASES} 2013, Montreal, QC, Canada, September
29 - October 4, 2013},
pages = {5:1--5:10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CASES.2013.6662509},
doi = {10.1109/CASES.2013.6662509},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cases/SchorYBT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/LiABC13,
author = {Peng Li and
Kunal Agrawal and
Jeremy Buhler and
Roger D. Chamberlain},
title = {Adding data parallelism to streaming pipelines for throughput optimization},
booktitle = {20th Annual International Conference on High Performance Computing,
HiPC 2013, Bengaluru (Bangalore), Karnataka, India, December 18-21,
2013},
pages = {20--29},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/HiPC.2013.6799119},
doi = {10.1109/HIPC.2013.6799119},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hipc/LiABC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/YamagiwaJZZX13,
author = {Shinichi Yamagiwa and
Ryo Jozaki and
Shixun Zhang and
Ryo Zaizen and
Dewen Xu},
title = {Exploiting Execution Order and Parallelism from Processing Flow Applying
Pipeline-Based Programming Method on Manycore Accelerators},
booktitle = {42nd International Conference on Parallel Processing, {ICPP} 2013,
Lyon, France, October 1-4, 2013},
pages = {708--717},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICPP.2013.84},
doi = {10.1109/ICPP.2013.84},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/YamagiwaJZZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/Ragan-KelleyBAPDA13,
author = {Jonathan Ragan{-}Kelley and
Connelly Barnes and
Andrew Adams and
Sylvain Paris and
Fr{\'{e}}do Durand and
Saman P. Amarasinghe},
editor = {Hans{-}Juergen Boehm and
Cormac Flanagan},
title = {Halide: a language and compiler for optimizing parallelism, locality,
and recomputation in image processing pipelines},
booktitle = {{ACM} {SIGPLAN} Conference on Programming Language Design and Implementation,
{PLDI} '13, Seattle, WA, USA, June 16-19, 2013},
pages = {519--530},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2491956.2462176},
doi = {10.1145/2491956.2462176},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pldi/Ragan-KelleyBAPDA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KamruzzamanST13,
author = {Md. Kamruzzaman and
Steven Swanson and
Dean M. Tullsen},
editor = {William Gropp and
Satoshi Matsuoka},
title = {Load-balanced pipeline parallelism},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, SC'13, Denver, CO, {USA} - November 17 - 21,
2013},
pages = {14:1--14:12},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2503210.2503295},
doi = {10.1145/2503210.2503295},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/KamruzzamanST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/VandierendonckCN13,
author = {Hans Vandierendonck and
Kallia Chronaki and
Dimitrios S. Nikolopoulos},
editor = {William Gropp and
Satoshi Matsuoka},
title = {Deterministic scale-free pipeline parallelism with hyperqueues},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, SC'13, Denver, CO, {USA} - November 17 - 21,
2013},
pages = {32:1--32:12},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2503210.2503233},
doi = {10.1145/2503210.2503233},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/VandierendonckCN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaa/LeeLSSZ13,
author = {I{-}Ting Angelina Lee and
Charles E. Leiserson and
Tao B. Schardl and
Jim Sukha and
Zhunping Zhang},
editor = {Guy E. Blelloch and
Berthold V{\"{o}}cking},
title = {On-the-fly pipeline parallelism},
booktitle = {25th {ACM} Symposium on Parallelism in Algorithms and Architectures,
{SPAA} '13, Montreal, QC, Canada - July 23 - 25, 2013},
pages = {140--151},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2486159.2486174},
doi = {10.1145/2486159.2486174},
timestamp = {Wed, 21 Nov 2018 11:17:49 +0100},
biburl = {https://dblp.org/rec/conf/spaa/LeeLSSZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codes/CordesEMN12,
author = {Daniel Cordes and
Michael Engel and
Peter Marwedel and
Olaf Neugebauer},
editor = {Ahmed Jerraya and
Luca P. Carloni and
Naehyuck Chang and
Franco Fummi},
title = {Automatic extraction of multi-objective aware pipeline parallelism
using genetic algorithms},
booktitle = {Proceedings of the 10th International Conference on Hardware/Software
Codesign and System Synthesis, {CODES+ISSS} 2012, part of ESWeek '12
Eighth Embedded Systems Week, Tampere, Finland, October 7-12, 2012},
pages = {73--82},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380445.2380463},
doi = {10.1145/2380445.2380463},
timestamp = {Mon, 26 Nov 2018 12:14:45 +0100},
biburl = {https://dblp.org/rec/conf/codes/CordesEMN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/BenknerBMSNT12,
author = {Siegfried Benkner and
Enes Bajrovic and
Erich Marth and
Martin Sandrieser and
Raymond Namyst and
Samuel Thibault},
editor = {Christos Kaklamanis and
Theodore S. Papatheodorou and
Paul G. Spirakis},
title = {High-Level Support for Pipeline Parallelism on Many-Core Architectures},
booktitle = {Euro-Par 2012 Parallel Processing - 18th International Conference,
Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7484},
pages = {614--625},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32820-6\_61},
doi = {10.1007/978-3-642-32820-6\_61},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/BenknerBMSNT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/PreudhommeS0F12,
author = {Thomas Preud'homme and
Julien Sopena and
Ga{\"{e}}l Thomas and
Bertil Folliot},
title = {An Improvement of OpenMP Pipeline Parallelism with the BatchQueue
Algorithm},
booktitle = {18th {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2012, Singapore, December 17-19, 2012},
pages = {348--355},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICPADS.2012.55},
doi = {10.1109/ICPADS.2012.55},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpads/PreudhommeS0F12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/ChenYZLZC12,
author = {Peng Chen and
Donglei Yang and
Weihua Zhang and
Yi Li and
Binyu Zang and
Haibo Chen},
title = {Adaptive Pipeline Parallelism for Image Feature Extraction Algorithms},
booktitle = {41st International Conference on Parallel Processing, {ICPP} 2012,
Pittsburgh, PA, USA, September 10-13, 2012},
pages = {299--308},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICPP.2012.14},
doi = {10.1109/ICPP.2012.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/ChenYZLZC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/Qasem12,
author = {Apan Qasem},
editor = {Minyi Guo and
Zhiyi Huang},
title = {Efficient execution of time-step computations with pipelined parallelism
and inter-thread data locality optimizaitions},
booktitle = {Proceedings of the 2012 {PPOPP} International Workshop on Programming
Models and Applications for Multicores and Manycores, {PMAM} 2012,
New Orleans, LA, USA, February 26, 2012},
pages = {27--35},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2141702.2141706},
doi = {10.1145/2141702.2141706},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/Qasem12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/SanchezLYSK11,
author = {Daniel S{\'{a}}nchez and
David Lo and
Richard M. Yoo and
Jeremy Sugerman and
Christos Kozyrakis},
editor = {Lawrence Rauchwerger and
Vivek Sarkar},
title = {Dynamic Fine-Grain Scheduling of Pipeline Parallelism},
booktitle = {2011 International Conference on Parallel Architectures and Compilation
Techniques, {PACT} 2011, Galveston, TX, USA, October 10-14, 2011},
pages = {22--32},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PACT.2011.9},
doi = {10.1109/PACT.2011.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEpact/SanchezLYSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/LiYHSCP11,
author = {Shigang Li and
Shucai Yao and
Haohu He and
Lili Sun and
Yi Chen and
Yunfeng Peng},
editor = {Yang Xiang and
Alfredo Cuzzocrea and
Michael Hobbs and
Wanlei Zhou},
title = {Extending Synchronization Constructs in OpenMP to Exploit Pipeline
Parallelism on Heterogeneous Multi-core},
booktitle = {Algorithms and Architectures for Parallel Processing - 11th International
Conference, ICA3PP, Melbourne, Australia, October 24-26, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7017},
pages = {54--63},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24669-2\_6},
doi = {10.1007/978-3-642-24669-2\_6},
timestamp = {Thu, 21 Apr 2022 14:42:07 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/LiYHSCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpads/CordesHMM11,
author = {Daniel Cordes and
Andreas Heinig and
Peter Marwedel and
Arindam Mallik},
title = {Automatic Extraction of Pipeline Parallelism for Embedded Software
Using Linear Programming},
booktitle = {17th {IEEE} International Conference on Parallel and Distributed Systems,
{ICPADS} 2011, Tainan, Taiwan, December 7-9, 2011},
pages = {699--706},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICPADS.2011.31},
doi = {10.1109/ICPADS.2011.31},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpads/CordesHMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oopsla/ReedCJ11,
author = {Eric C. Reed and
Nicholas Chen and
Ralph E. Johnson},
editor = {Cristina Videira Lopes},
title = {Expressing pipeline parallelism using {TBB} constructs: a case study
on what works and what doesn't},
booktitle = {SPLASH'11 Workshops - Compilation Proceedings of the Co-Located Workshops:
DSM'11, TMC'11, AGERE!'11, AOOPES'11, NEAT'11, and VMIL'11, Portland,
OR, USA, October 22-27, 2011},
pages = {133--138},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2095050.2095074},
doi = {10.1145/2095050.2095074},
timestamp = {Fri, 11 Feb 2022 13:59:03 +0100},
biburl = {https://dblp.org/rec/conf/oopsla/ReedCJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/Gonzalez-VelezC10,
author = {Horacio Gonz{\'{a}}lez{-}V{\'{e}}lez and
Murray Cole},
title = {Adaptive structured parallelism for distributed heterogeneous architectures:
a methodological approach with pipelines and farms},
journal = {Concurr. Comput. Pract. Exp.},
volume = {22},
number = {15},
pages = {2073--2094},
year = {2010},
url = {https://doi.org/10.1002/cpe.1549},
doi = {10.1002/CPE.1549},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/Gonzalez-VelezC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/RulVB10,
author = {Sean Rul and
Hans Vandierendonck and
Koen De Bosschere},
title = {A profile-based tool for finding pipeline parallelism in sequential
programs},
journal = {Parallel Comput.},
volume = {36},
number = {9},
pages = {531--551},
year = {2010},
url = {https://doi.org/10.1016/j.parco.2010.05.006},
doi = {10.1016/J.PARCO.2010.05.006},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pc/RulVB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/SulemanQKP10,
author = {M. Aater Suleman and
Moinuddin K. Qureshi and
Khubaib and
Yale N. Patt},
editor = {Valentina Salapura and
Michael Gschwind and
Jens Knoop},
title = {Feedback-directed pipeline parallelism},
booktitle = {19th International Conference on Parallel Architectures and Compilation
Techniques, {PACT} 2010, Vienna, Austria, September 11-15, 2010},
pages = {147--156},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1854273.1854296},
doi = {10.1145/1854273.1854296},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/SulemanQKP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/TournavitisF10,
author = {Georgios Tournavitis and
Bj{\"{o}}rn Franke},
editor = {Valentina Salapura and
Michael Gschwind and
Jens Knoop},
title = {Semi-automatic extraction and exploitation of hierarchical pipeline
parallelism using profiling information},
booktitle = {19th International Conference on Parallel Architectures and Compilation
Techniques, {PACT} 2010, Vienna, Austria, September 11-15, 2010},
pages = {377--388},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1854273.1854321},
doi = {10.1145/1854273.1854321},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/TournavitisF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/OttoSDT10,
author = {Frank Otto and
Christoph A. Schaefer and
Matthias Dempe and
Walter F. Tichy},
editor = {Pasqua D'Ambra and
Mario Rosario Guarracino and
Domenico Talia},
title = {A Language-Based Tuning Mechanism for Task and Pipeline Parallelism},
booktitle = {Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference,
Ischia, Italy, August 31 - September 3, 2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6272},
pages = {328--340},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15291-7\_30},
doi = {10.1007/978-3-642-15291-7\_30},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/OttoSDT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/NavarroATC09,
author = {Angeles G. Navarro and
Rafael Asenjo and
Siham Tabik and
Calin Cascaval},
title = {Analytical Modeling of Pipeline Parallelism},
booktitle = {{PACT} 2009, Proceedings of the 18th International Conference on Parallel
Architectures and Compilation Techniques, 12-16 September 2009, Raleigh,
North Carolina, {USA}},
pages = {281--290},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/PACT.2009.28},
doi = {10.1109/PACT.2009.28},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEpact/NavarroATC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arcs/SyrivelisL09,
author = {Dimitris Syrivelis and
Spyros Lalis},
editor = {Mladen Berekovic and
Christian M{\"{u}}ller{-}Schloer and
Christian Hochberger and
Stephan Wong},
title = {Extracting Coarse-Grained Pipelined Parallelism Out of Sequential
Applications for Parallel Processor Arrays},
booktitle = {Architecture of Computing Systems - {ARCS} 2009, 22nd International
Conference, Delft, The Netherlands, March 10-13, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5455},
pages = {4--15},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00454-4\_4},
doi = {10.1007/978-3-642-00454-4\_4},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/arcs/SyrivelisL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icppw/WuWDX09,
author = {Guiming Wu and
Miao Wang and
Yong Dou and
Fei Xia},
editor = {Leonard Barolli and
Wu{-}chun Feng},
title = {Exploiting Fine-Grained Pipeline Parallelism for Wavefront Computations
on Multicore Platforms},
booktitle = {{ICPPW} 2009, International Conference on Parallel Processing Workshops,
Vienna, Austria, 22-25 September 2009},
pages = {402--408},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICPPW.2009.15},
doi = {10.1109/ICPPW.2009.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icppw/WuWDX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ics/NavarroATC09,
author = {Angeles G. Navarro and
Rafael Asenjo and
Siham Tabik and
Calin Cascaval},
editor = {Michael Gschwind and
Alexandru Nicolau and
Valentina Salapura and
Jos{\'{e}} E. Moreira},
title = {Load balancing using work-stealing for pipeline parallelism in emerging
applications},
booktitle = {Proceedings of the 23rd international conference on Supercomputing,
2009, Yorktown Heights, NY, USA, June 8-12, 2009},
pages = {517--518},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1542275.1542358},
doi = {10.1145/1542275.1542358},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ics/NavarroATC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/X09xqs,
editor = {Ling Liu and
M. Tamer {\"{O}}zsu},
title = {Pipelined and Independent Parallelism},
booktitle = {Encyclopedia of Database Systems},
pages = {2117},
publisher = {Springer {US}},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-39940-9\_3293},
doi = {10.1007/978-0-387-39940-9\_3293},
timestamp = {Sun, 02 Jun 2019 21:10:27 +0200},
biburl = {https://dblp.org/rec/reference/db/X09xqs.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jilp/PuzakHESN08,
author = {Thomas R. Puzak and
Allan Hartstein and
Philip G. Emma and
Vijayalakshmi Srinivasan and
Arthur Nadas},
title = {Analyzing the Cost of a Cache Miss Using Pipeline Spectroscopy},
journal = {J. Instr. Level Parallelism},
volume = {10},
year = {2008},
url = {http://www.jilp.org/vol10/v10paper3.pdf},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jilp/PuzakHESN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoft/HassanB08,
author = {Mohamad Al Hajj Hassan and
Mostafa Bamha},
editor = {Jos{\'{e}} Cordeiro and
Boris Shishkov and
Alpesh Ranchordas and
Markus Helfert},
title = {Pipelined Parallelism in Multi-Join Queries on Heterogeneous Shared
Nothing Architectures},
booktitle = {{ICSOFT} 2008 - Proceedings of the Third International Conference
on Software and Data Technologies, Volume PL/DPS/KE, Porto, Portugal,
July 5-8, 2008},
pages = {127--134},
publisher = {{INSTICC} Press},
year = {2008},
timestamp = {Tue, 03 Mar 2009 14:48:01 +0100},
biburl = {https://dblp.org/rec/conf/icsoft/HassanB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/GiacomoniMV08,
author = {John Giacomoni and
Tipp Moseley and
Manish Vachharajani},
editor = {Siddhartha Chatterjee and
Michael L. Scott},
title = {FastForward for efficient pipeline parallelism: a cache-optimized
concurrent lock-free queue},
booktitle = {Proceedings of the 13th {ACM} {SIGPLAN} Symposium on Principles and
Practice of Parallel Programming, {PPOPP} 2008, Salt Lake City, UT,
USA, February 20-23, 2008},
pages = {43--52},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1345206.1345215},
doi = {10.1145/1345206.1345215},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/GiacomoniMV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEpact/GiacomoniMV07,
author = {John Giacomoni and
Tipp Moseley and
Manish Vachharajani},
title = {FastForward for Efficient Pipeline Parallelism},
booktitle = {16th International Conference on Parallel Architectures and Compilation
Techniques {(PACT} 2007), Brasov, Romania, September 15-19, 2007},
pages = {407},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.ieeecomputersociety.org/10.1109/PACT.2007.36},
doi = {10.1109/PACT.2007.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEpact/GiacomoniMV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/ThiesCA07,
author = {William Thies and
Vikram Chandrasekhar and
Saman P. Amarasinghe},
title = {A Practical Approach to Exploiting Coarse-Grained Pipeline Parallelism
in {C} Programs},
booktitle = {40th Annual {IEEE/ACM} International Symposium on Microarchitecture
{(MICRO-40} 2007), 1-5 December 2007, Chicago, Illinois, {USA}},
pages = {356--369},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/MICRO.2007.38},
doi = {10.1109/MICRO.2007.38},
timestamp = {Tue, 31 May 2022 14:39:58 +0200},
biburl = {https://dblp.org/rec/conf/micro/ThiesCA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mst/ChungGMV06,
author = {Fan R. K. Chung and
Ronald L. Graham and
Jia Mao and
George Varghese},
title = {Parallelism versus Memory Allocation in Pipelined Router Forwarding
Engines},
journal = {Theory Comput. Syst.},
volume = {39},
number = {6},
pages = {829--849},
year = {2006},
url = {https://doi.org/10.1007/s00224-006-1249-3},
doi = {10.1007/S00224-006-1249-3},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mst/ChungGMV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pcs/AdutskevichL06,
author = {Evgeniya V. Adutskevich and
Nickolai A. Likhoded},
title = {A consistent generation of pipeline parallelism and distribution of
operations and data among processors},
journal = {Program. Comput. Softw.},
volume = {32},
number = {3},
pages = {166--176},
year = {2006},
url = {https://doi.org/10.1134/S0361768806030078},
doi = {10.1134/S0361768806030078},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pcs/AdutskevichL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asplos/GordonTA06,
author = {Michael I. Gordon and
William Thies and
Saman P. Amarasinghe},
editor = {John Paul Shen and
Margaret Martonosi},
title = {Exploiting coarse-grained task, data, and pipeline parallelism in
stream programs},
booktitle = {Proceedings of the 12th International Conference on Architectural
Support for Programming Languages and Operating Systems, {ASPLOS}
2006, San Jose, CA, USA, October 21-25, 2006},
pages = {151--162},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1168857.1168877},
doi = {10.1145/1168857.1168877},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asplos/GordonTA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispa/Gonzalez-VelezC06,
author = {Horacio Gonz{\'{a}}lez{-}V{\'{e}}lez and
Murray Cole},
editor = {Minyi Guo and
Laurence Tianruo Yang and
Beniamino Di Martino and
Hans P. Zima and
Jack J. Dongarra and
Feilong Tang},
title = {Towards Fully Adaptive Pipeline Parallelism for Heterogeneous Distributed
Environments},
booktitle = {Parallel and Distributed Processing and Applications, 4th International
Symposium, {ISPA} 2006, Sorrento, Italy, December 4-6, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4330},
pages = {916--926},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11946441\_82},
doi = {10.1007/11946441\_82},
timestamp = {Tue, 14 May 2019 10:00:40 +0200},
biburl = {https://dblp.org/rec/conf/ispa/Gonzalez-VelezC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/DuA05,
author = {Wei Du and
Gagan Agrawal},
title = {Filter Decomposition for Supporting Coarse-Grained Pipelined Parallelism},
booktitle = {34th International Conference on Parallel Processing {(ICPP} 2005),
14-17 June 2005, Oslo, Norway},
pages = {539--546},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICPP.2005.42},
doi = {10.1109/ICPP.2005.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/DuA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micro/LarsenRA05,
author = {Samuel Larsen and
Rodric M. Rabbah and
Saman P. Amarasinghe},
title = {Exploiting Vector Parallelism in Software Pipelined Loops},
booktitle = {38th Annual {IEEE/ACM} International Symposium on Microarchitecture
{(MICRO-38} 2005), 12-16 November 2005, Barcelona, Spain},
pages = {119--129},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/MICRO.2005.20},
doi = {10.1109/MICRO.2005.20},
timestamp = {Tue, 31 May 2022 14:39:58 +0200},
biburl = {https://dblp.org/rec/conf/micro/LarsenRA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/LiuR05,
author = {Bin Liu and
Elke A. Rundensteiner},
editor = {Klemens B{\"{o}}hm and
Christian S. Jensen and
Laura M. Haas and
Martin L. Kersten and
Per{-}{\AA}ke Larson and
Beng Chin Ooi},
title = {Revisiting Pipelined Parallelism in Multi-Join Query Processing},
booktitle = {Proceedings of the 31st International Conference on Very Large Data
Bases, Trondheim, Norway, August 30 - September 2, 2005},
pages = {829--840},
publisher = {{ACM}},
year = {2005},
url = {http://www.vldb.org/archives/website/2005/program/paper/thu/p829-liu.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/LiuR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/DuA04,
author = {Wei Du and
Gagan Agrawal},
title = {Packet Size Optimization for Supporting Coarse-Grained Pipelined Parallelism},
booktitle = {33rd International Conference on Parallel Processing {(ICPP} 2004),
15-18 August 2004, Montreal, Quebec, Canada},
pages = {259--266},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPP.2004.1327929},
doi = {10.1109/ICPP.2004.1327929},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpp/DuA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaa/ChungGV04,
author = {Fan R. K. Chung and
Ronald L. Graham and
George Varghese},
editor = {Phillip B. Gibbons and
Micah Adler},
title = {Parallelism versus memory allocation in pipelined router forwarding
engines},
booktitle = {{SPAA} 2004: Proceedings of the Sixteenth Annual {ACM} Symposium on
Parallelism in Algorithms and Architectures, June 27-30, 2004, Barcelona,
Spain},
pages = {103--111},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1007912.1007928},
doi = {10.1145/1007912.1007928},
timestamp = {Wed, 21 Nov 2018 11:11:51 +0100},
biburl = {https://dblp.org/rec/conf/spaa/ChungGV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/DuA03,
author = {Wei Du and
Gagan Agrawal},
title = {Compiler Supported Coarse-Grained Pipelined Parallelism: Why and How},
booktitle = {17th International Parallel and Distributed Processing Symposium {(IPDPS}
2003), 22-26 April 2003, Nice, France, CD-ROM/Abstracts Proceedings},
pages = {204},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/IPDPS.2003.1213373},
doi = {10.1109/IPDPS.2003.1213373},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/DuA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parco/BahmaE03,
author = {Mostafa Bamha and
Matthieu Exbrayat},
editor = {Gerhard R. Joubert and
Wolfgang E. Nagel and
Frans J. Peters and
Wolfgang V. Walter},
title = {Pipelined parallelism for multi-join queries on shared nothing machines},
booktitle = {Parallel Computing: Software Technology, Algorithms, Architectures
and Applications, {PARCO} 2003, Dresden, Germany},
series = {Advances in Parallel Computing},
volume = {13},
pages = {47--54},
publisher = {Elsevier},
year = {2003},
timestamp = {Mon, 03 Jun 2013 17:22:02 +0200},
biburl = {https://dblp.org/rec/conf/parco/BahmaE03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/sc/DuFA03,
author = {Wei Du and
Renato Ferreira and
Gagan Agrawal},
title = {Compiler Support for Exploiting Coarse-Grained Pipelined Parallelism},
booktitle = {Proceedings of the {ACM/IEEE} {SC2003} Conference on High Performance
Networking and Computing, 15-21 November 2003, Phoenix, AZ, USA, CD-Rom},
pages = {8},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/1048935.1050159},
doi = {10.1145/1048935.1050159},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/DuFA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jpdc/SubhlokV00,
author = {Jaspal Subhlok and
Gary Vondran},
title = {Optimal Use of Mixed Task and Data Parallelism for Pipelined Computations},
journal = {J. Parallel Distributed Comput.},
volume = {60},
number = {3},
pages = {297--319},
year = {2000},
url = {https://doi.org/10.1006/jpdc.1999.1596},
doi = {10.1006/JPDC.1999.1596},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpdc/SubhlokV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iscas/ZimmermannL94,
author = {Steffen Zimmermann and
Ernst Lueder},
title = {A Formal Approach To Pipeline Optimization in Synthesis of Digital
Signal Processors with Fine Grain Parallelism},
booktitle = {1994 {IEEE} International Symposium on Circuits and Systems, {ISCAS}
1994, London, England, UK, May 30 - June 2, 1994},
pages = {325--328},
publisher = {{IEEE}},
year = {1994},
url = {https://doi.org/10.1109/ISCAS.1994.408970},
doi = {10.1109/ISCAS.1994.408970},
timestamp = {Sun, 08 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/ZimmermannL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/HasanM94,
author = {Waqar Hasan and
Rajeev Motwani},
editor = {Jorge B. Bocca and
Matthias Jarke and
Carlo Zaniolo},
title = {Optimization Algorithms for Exploiting the Parallelism-Communication
Tradeoff in Pipelined Parallelism},
booktitle = {VLDB'94, Proceedings of 20th International Conference on Very Large
Data Bases, September 12-15, 1994, Santiago de Chile, Chile},
pages = {36--47},
publisher = {Morgan Kaufmann},
year = {1994},
url = {http://www.vldb.org/conf/1994/P036.PDF},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/HasanM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parle/SpiliopoulouHV92,
author = {Myra Spiliopoulou and
Michael Hatzopoulos and
Costas Vassilakis},
editor = {Daniel Etiemble and
Jean{-}Claude Syre},
title = {Using Parallelism and Pipeline for the Optimisation of Join Queries},
booktitle = {{PARLE} '92: Parallel Architectures and Languages Europe, 4th International
{PARLE} Conference, Paris, France, June 15-18, 1992, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {605},
pages = {279--294},
publisher = {Springer},
year = {1992},
url = {https://doi.org/10.1007/3-540-55599-4\_94},
doi = {10.1007/3-540-55599-4\_94},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/parle/SpiliopoulouHV92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LiljaY90,
author = {David J. Lilja and
Pen{-}Chung Yew},
editor = {Benjamin W. Wah},
title = {Comparing Parallelism Extraction Techniques: Superscalar Processors,
Pipelined Processors, and Multiprocessors},
booktitle = {Proceedings of the 1990 International Conference on Parallel Processing,
Urbana-Champaign, IL, USA, August 1990. Volume 1: Architecture},
pages = {563--564},
publisher = {Pennsylvania State University Press},
year = {1990},
timestamp = {Mon, 28 Jul 2014 17:06:01 +0200},
biburl = {https://dblp.org/rec/conf/icpp/LiljaY90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/SarmaW90,
author = {D. Sarma and
C. P. Wu},
title = {Pipelined OR-Parallelism Architecture for Parallel Execution of Prolog},
booktitle = {Proceedings of the Third International Conference on Industrial and
Engineering Applications of Artificial Intelligence and Expert Systems,
{IEA/AIE} 1990, July 15-18, 1990, The Mills House Hotel, Charleston,
SC, {USA} - Volume 2},
pages = {864--873},
publisher = {{ACM}},
year = {1990},
url = {https://doi.org/10.1145/98894.98940},
doi = {10.1145/98894.98940},
timestamp = {Fri, 19 Jul 2019 16:23:28 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/SarmaW90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ParhiM89,
author = {Keshab K. Parhi and
David G. Messerschmitt},
title = {Pipeline interleaving and parallelism in recursive digital filters.
I. Pipelining using scattered look-ahead and decomposition},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {37},
number = {7},
pages = {1099--1117},
year = {1989},
url = {https://doi.org/10.1109/29.32286},
doi = {10.1109/29.32286},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ParhiM89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ParhiM89a,
author = {Keshab K. Parhi and
David G. Messerschmitt},
title = {Pipeline interleaving and parallelism in recursive digital filters.
{II.} Pipelined incremental block filtering},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {37},
number = {7},
pages = {1118--1134},
year = {1989},
url = {https://doi.org/10.1109/29.32287},
doi = {10.1109/29.32287},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ParhiM89a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurographics/ChapmanL89,
author = {Paul A. Chapman and
Eric Lewis},
editor = {Werner Hansmann and
F. Robert A. Hopgood and
Wolfgang Stra{\ss}er},
title = {Adding Parallelism in Object Space to the Rendering Pipeline},
booktitle = {10th European Computer Graphics Conference and Exhibition, Eurographics
1989, Hamburg, Germany, September 4-8, 1989, Proceedings},
publisher = {North-Holland / Eurographics Association},
year = {1989},
url = {https://doi.org/10.2312/egtp.19891015},
doi = {10.2312/EGTP.19891015},
timestamp = {Thu, 09 Jul 2020 15:36:02 +0200},
biburl = {https://dblp.org/rec/conf/eurographics/ChapmanL89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/Witt85a,
author = {Bernard I. Witt},
title = {Parallelism, Pipelines, and Partitions: Variations on Communicating
Modules},
journal = {Computer},
volume = {18},
number = {2},
pages = {105--112},
year = {1985},
url = {https://doi.org/10.1109/MC.1985.1662804},
doi = {10.1109/MC.1985.1662804},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/Witt85a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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