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ORCIDChristoforos E. Kozyrakis
Christos Kozyrakis
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- affiliation: Stanford University, USA
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2020 – today
- 2024
[j53]John L. Hennessy
, Christos Kozyrakis, Gabriel Falcão:
Special Issue on The Past, Present, and Future of Warehouse-Scale Computing. IEEE Micro 44(5): 6-7 (2024)- [c152]Athinagoras Skiadopoulos, Zhiqiang Xie, Mark Zhao, Qizhe Cai, Saksham Agarwal, Jacob Adelmann, David Ahern, Carlo Contavalli, Michael D. Goldflam, Vitaly Mayatskikh, Raghu Raja, Daniel Walton, Rachit Agarwal, Shrijeet Mukherjee, Christos Kozyrakis:
High-throughput and Flexible Host Networking for Accelerated Computing. OSDI 2024: 405-423 - [c151]Swapnil Gandhi, Mark Zhao, Athinagoras Skiadopoulos, Christos Kozyrakis:
ReCycle: Resilient Training of Large DNNs using Pipeline Adaptation. SOSP 2024: 211-228 - [i27]Mark Zhao, Emanuel Adamiak, Christos Kozyrakis:
cedar: Composable and Optimized Machine Learning Input Data Pipelines. CoRR abs/2401.08895 (2024) - [i26]Swapnil Gandhi, Mark Zhao, Athinagoras Skiadopoulos, Christos Kozyrakis:
SlipStream: Adapting Pipelines for Distributed Training of Large DNNs Amid Failures. CoRR abs/2405.14009 (2024) - [i25]Zhiqiang Xie, Yujia Zheng, Lizi Ottens, Kun Zhang, Christos Kozyrakis, Jonathan Mace:
Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight. CoRR abs/2407.08694 (2024) - [i24]Jack Tigar Humphries, Neel Natu, Kostis Kaffes, Stanko Novakovic, Paul Turner, Hank Levy, David E. Culler, Christos Kozyrakis:
Wave: A Split OS Architecture for Application Engines. CoRR abs/2408.17351 (2024) - [i23]Aditya Saligrama, Cody Ho, Benjamin Tripp, Michael Abbott, Christos Kozyrakis:
Teaching Cloud Infrastructure and Scalable Application Deployment in an Undergraduate Computer Science Program. CoRR abs/2410.01032 (2024) - 2023
- [j52]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia:
R3: Record-Replay-Retroaction for Database-Backed Applications. Proc. VLDB Endow. 16(11): 3085-3097 (2023) - [c150]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
Transactions Make Debugging Easy. CIDR 2023 - [c149]Mark Zhao, Dhruv Choudhary, Devashish Tyagi, Ajay Somani, Max Kaplan, Sung-Han Lin, Sarunya Pumma, Jongsoo Park, Aarti Basant, Niket Agarwal, Carole-Jean Wu, Christos Kozyrakis:
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure. MLSys 2023 - [c148]Haohui Mai, Jiacheng Zhao, Hongren Zheng, Yiyang Zhao, Zibin Liu, Mingyu Gao, Cong Wang, Huimin Cui, Xiaobing Feng, Christos Kozyrakis:
Honeycomb: Secure and Efficient GPU Executions via Static Validation. OSDI 2023: 155-172 - [i22]Geet Sethi, Pallab Bhattacharya, Dhruv Choudhary, Carole-Jean Wu, Christos Kozyrakis:
FlexShard: Flexible Sharding for Industry-Scale Sequence Recommendation Models. CoRR abs/2301.02959 (2023) - [i21]Francisco Romero, Caleb Winston, Johann Hauswald, Matei Zaharia, Christos Kozyrakis:
Zelda: Video Analytics using Vision-Language Models. CoRR abs/2305.03785 (2023) - [i20]Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Jeff Huang, Chuyue Sun, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark W. Barrett, Ying Sheng:
Efficiently Programming Large Language Models using SGLang. CoRR abs/2312.07104 (2023) - 2022
- [j51]Francisco Romero, Johann Hauswald, Aditi Partap, Daniel Kang, Matei Zaharia, Christos Kozyrakis:
Optimizing Video Analytics with Declarative Model Relationships. Proc. VLDB Endow. 16(3): 447-460 (2022) - [j50]Heiner Litz, Javier Gonzalez, Ana Klimovic, Christos Kozyrakis:
RAIL: Predictable, Low Tail Latency for NVMe Flash. ACM Trans. Storage 18(1): 5:1-5:21 (2022) - [c147]Geet Sethi, Bilge Acun, Niket Agarwal, Christos Kozyrakis, Caroline Trippel, Carole-Jean Wu:
RecShard: statistical feature-based memory optimization for industry-scale neural recommendation. ASPLOS 2022: 344-358 - [c146]Yawen Wang, Daniel Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini:
SOL: safe on-node learning in cloud platforms. ASPLOS 2022: 622-634 - [c145]Mark Zhao, Mingyu Gao, Christos Kozyrakis:
ShEF: shielded enclaves for cloud FPGAs. ASPLOS 2022: 1070-1085 - [c144]Qian Li, Peter Kraft, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Jason Li, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
A Progress Report on DBOS: A Database-oriented Operating System. CIDR 2022 - [c143]Daniel Kang, Francisco Romero, Peter D. Bailis, Christos Kozyrakis, Matei Zaharia:
VIVA: An End-to-End System for Interactive Video Analytics. CIDR 2022 - [c142]Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis:
Hermod: principled and practical scheduling for serverless functions. SoCC 2022: 289-305 - [c141]Mark Zhao, Niket Agarwal, Aarti Basant, Bugra Gedik, Satadru Pan, Mustafa Ozdal, Rakesh Komuravelli, Jerry Pan, Tianshu Bao, Haowei Lu, Sundaram Narayanan, Jack Langman, Kevin Wilfong, Harsha Rastogi, Carole-Jean Wu, Christos Kozyrakis, Parik Pol:
Understanding data storage and ingestion for large-scale deep recommendation model training: industrial product. ISCA 2022: 1042-1057 - [c140]Qizhe Cai, Midhul Vuppalapati, Jaehyun Hwang, Christos Kozyrakis, Rachit Agarwal:
Towards μs tail latency and terabit ethernet: disaggregating the host network stack. SIGCOMM 2022: 767-779 - [e5]Yérom-David Bromberg, Anne-Marie Kermarrec, Christos Kozyrakis:
EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5 - 8, 2022. ACM 2022, ISBN 978-1-4503-9162-7 [contents] - [i19]Geet Sethi, Bilge Acun, Niket Agarwal, Christos Kozyrakis, Caroline Trippel, Carole-Jean Wu:
RecShard: Statistical Feature-Based Memory Optimization for Industry-Scale Neural Recommendation. CoRR abs/2201.10095 (2022) - [i18]Yawen Wang, Daniel Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini:
SOL: Safe On-Node Learning in Cloud Platforms. CoRR abs/2201.10477 (2022) - [i17]Peter Kraft, Qian Li, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Danny Cho, Jason Li, Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Peter Bailis, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia:
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework. CoRR abs/2208.13068 (2022) - [i16]Mark Zhao, Dhruv Choudhary, Devashish Tyagi, Ajay Somani, Max Kaplan, Sung-Han Lin, Sarunya Pumma, Jongsoo Park, Aarti Basant, Niket Agarwal, Carole-Jean Wu, Christos Kozyrakis:
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure. CoRR abs/2211.05239 (2022) - [i15]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
Transactions Make Debugging Easy. CoRR abs/2212.14161 (2022) - 2021
- [j49]Qian Li, Bin Li, Pietro Mercati, Ramesh Illikkal, Charlie Tai, Michael Kishinevsky, Christos Kozyrakis:
RAMBO: Resource Allocation for Microservices Using Bayesian Optimization. IEEE Comput. Archit. Lett. 20(1): 46-49 (2021) - [j48]Athinagoras Skiadopoulos, Qian Li, Peter Kraft, Kostis Kaffes, Daniel Hong, Shana Mathew, David Bestor, Michael J. Cafarella, Vijay Gadepally, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
DBOS: A DBMS-oriented Operating System. Proc. VLDB Endow. 15(1): 21-30 (2021) - [c139]Francisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis:
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines. SoCC 2021: 1-17 - [c138]Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini:
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. SoCC 2021: 122-137 - [c137]Yawen Wang, Kapil Arya, Marios Kogias, Manohar Vanga, Aditya Bhandari, Neeraja J. Yadwadkar, Siddhartha Sen, Sameh Elnikety, Christos Kozyrakis, Ricardo Bianchini:
SmartHarvest: harvesting idle CPUs safely and efficiently in the cloud. EuroSys 2021: 1-16 - [c136]Daniel Mendoza, Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis:
Interference-Aware Scheduling for Inference Serving. EuroMLSys@EuroSys 2021: 80-88 - [c135]Jack Tigar Humphries, Kostis Kaffes, David Mazières, Christos Kozyrakis:
A case against (most) context switches. HotOS 2021: 17-25 - [c134]Jack Tigar Humphries, Neel Natu, Ashwin Chaugule, Ofir Weisse, Barret Rhoden, Josh Don, Luigi Rizzo, Oleg Rombakh, Paul Turner, Christos Kozyrakis:
ghOSt: Fast & Flexible User-Space Delegation of Linux Scheduling. SOSP 2021: 588-604 - [c133]Kostis Kaffes, Jack Tigar Humphries, David Mazières, Christos Kozyrakis:
Syrup: User-Defined Scheduling Across the Stack. SOSP 2021: 605-620 - [c132]Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis:
INFaaS: Automated Model-less Inference Serving. USENIX ATC 2021: 397-411 - [e4]Tim Sherwood, Emery D. Berger, Christos Kozyrakis:
ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Virtual Event, USA, April 19-23, 2021. ACM 2021, ISBN 978-1-4503-8317-2 [contents] - [i14]Francisco Romero, Mark Zhao, Neeraja J. Yadwadkar, Christos Kozyrakis:
Llama: A Heterogeneous & Serverless Framework for Auto-Tuning Video Analytics Pipelines. CoRR abs/2102.01887 (2021) - [i13]Mark Zhao, Mingyu Gao, Christos Kozyrakis:
ShEF: Shielded Enclaves for Cloud FPGAs. CoRR abs/2103.03500 (2021) - [i12]Francisco Romero, Gohar Irfan Chaudhry, Iñigo Goiri, Pragna Gopa, Paul Batum, Neeraja J. Yadwadkar, Rodrigo Fonseca, Christos Kozyrakis, Ricardo Bianchini:
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications. CoRR abs/2104.13869 (2021) - [i11]Mark Zhao, Niket Agarwal, Aarti Basant, Bugra Gedik, Satadru Pan, Mustafa Ozdal, Rakesh Komuravelli, Jerry Pan, Tianshu Bao, Haowei Lu, Sundaram Narayanan, Jack Langman, Kevin Wilfong, Harsha Rastogi, Carole-Jean Wu, Christos Kozyrakis, Parik Pol:
Understanding and Co-designing the Data Ingestion Pipeline for Industry-Scale RecSys Training. CoRR abs/2108.09373 (2021) - [i10]Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis:
Practical Scheduling for Real-World Serverless Computing. CoRR abs/2111.07226 (2021) - 2020
- [j47]Christos Kozyrakis, Ian Bratt:
The Hot Chips Renaissance. IEEE Micro 40(2): 6-7 (2020) - [j46]Nayana Prasad Nagendra, Grant Ayers, David I. August, Hyoun Kyu Cho, Svilen Kanev, Christos Kozyrakis, Trivikram Krishnamurthy, Heiner Litz, Tipp Moseley, Parthasarathy Ranganathan:
AsmDB: Understanding and Mitigating Front-End Stalls in Warehouse-Scale Computers. IEEE Micro 40(3): 56-63 (2020) - [c131]Xuan Yang, Mingyu Gao, Qiaoyi Liu, Jeff Setter, Jing Pu, Ankita Nayak, Steven Bell, Kaidi Cao, Heonjae Ha, Priyanka Raina, Christos Kozyrakis, Mark Horowitz:
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators. ASPLOS 2020: 369-383 - [c130]Grant Ayers, Heiner Litz, Christos Kozyrakis, Parthasarathy Ranganathan:
Classifying Memory Access Patterns for Prefetching. ASPLOS 2020: 513-526 - [c129]Kostis Kaffes, Dragos Sbirlea, Yiyan Lin, David Lo, Christos Kozyrakis:
Leveraging application classes to save power in highly-utilized data centers. SoCC 2020: 134-149 - [c128]Michael J. Cafarella, David J. DeWitt, Vijay Gadepally, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Matei Zaharia:
A Polystore Based Database Operating System (DBOS). Poly/DMAH@VLDB 2020: 3-24 - [c127]Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin:
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers. OSDI 2020: 1225-1240 - [i9]Michael J. Cafarella, David J. DeWitt, Vijay Gadepally, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Matei Zaharia:
DBOS: A Proposal for a Data-Centric Operating System. CoRR abs/2007.11112 (2020) - [i8]Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin:
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report). CoRR abs/2010.05969 (2020)
2010 – 2019
- 2019
- [j45]Ana Klimovic, Yawen Wang, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Christos Kozyrakis:
Pocket: Elastic Ephemeral Storage for Serverless Analytics. login Usenix Mag. 44(1) (2019) - [j44]Sadjad Fouladi, Francisco Romero, Dan Iter, Qian Li, Alex Ozdemir, Shuvo Chatterjee, Matei Zaharia, Christos Kozyrakis, Keith Winstein:
Outsourcing Everyday Jobs to Thousands of Cloud Functions with gg. login Usenix Mag. 44(3) (2019) - [c126]Mingyu Gao, Xuan Yang, Jing Pu, Mark Horowitz, Christos Kozyrakis:
TANGRAM: Optimized Coarse-Grained Dataflow for Scalable NN Accelerators. ASPLOS 2019: 807-820 - [c125]Kostis Kaffes, Neeraja J. Yadwadkar, Christos Kozyrakis:
Centralized Core-granular Scheduling for Serverless Functions. SoCC 2019: 158-164 - [c124]Jack Tigar Humphries, Kostis Kaffes, David Mazières, Christos Kozyrakis:
Mind the Gap: A Case for Informed Request Scheduling at the NIC. HotNets 2019: 60-68 - [c123]Neeraja J. Yadwadkar, Francisco Romero, Qian Li, Christos Kozyrakis:
A Case for Managed and Model-less Inference Serving. HotOS 2019: 184-191 - [c122]Grant Ayers, Nayana Prasad Nagendra, David I. August, Hyoun Kyu Cho, Svilen Kanev, Christos Kozyrakis, Trivikram Krishnamurthy, Heiner Litz, Tipp Moseley, Parthasarathy Ranganathan:
AsmDB: understanding and mitigating front-end stalls in warehouse-scale computers. ISCA 2019: 462-473 - [c121]Kostis Kaffes, Timothy Chong, Jack Tigar Humphries, Adam Belay, David Mazières, Christos Kozyrakis:
Shinjuku: Preemptive Scheduling for μsecond-scale Tail Latency. NSDI 2019: 345-360 - [c120]Sadjad Fouladi, Francisco Romero, Dan Iter, Qian Li, Shuvo Chatterjee, Christos Kozyrakis, Matei Zaharia, Keith Winstein:
From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional Containers. USENIX ATC 2019: 475-488 - [i7]Samuel Grossman, Christos Kozyrakis:
A New Frontier for Pull-Based Graph Processing. CoRR abs/1903.07754 (2019) - [i6]Francisco Romero, Qian Li, Neeraja J. Yadwadkar, Christos Kozyrakis:
INFaaS: Managed & Model-less Inference Serving. CoRR abs/1905.13348 (2019) - 2018
- [j43]Christina Delimitrou, Christos Kozyrakis:
Amdahl's law for tail latency. Commun. ACM 61(8): 65-72 (2018) - [j42]Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Plasticine: A Reconfigurable Accelerator for Parallel Patterns. IEEE Micro 38(3): 20-31 (2018) - [j41]Christina Delimitrou, Christos Kozyrakis:
Uncovering the Security Implications of Cloud Multi-Tenancy with Bolt. IEEE Micro 38(3): 86-97 (2018) - [j40]Yannis Sfakianakis, Christos Kozanitis, Christos Kozyrakis, Angelos Bilas:
QuMan: Profile-based Improvement of Cluster Utilization. ACM Trans. Archit. Code Optim. 15(3): 27:1-27:25 (2018) - [c119]Mingxing Zhang, Youwei Zhuo, Chao Wang, Mingyu Gao, Yongwei Wu, Kang Chen, Christos Kozyrakis, Xuehai Qian:
GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition. HPCA 2018: 544-557 - [c118]Grant Ayers, Jung Ho Ahn, Christos Kozyrakis, Parthasarathy Ranganathan:
Memory Hierarchy for Web Search. HPCA 2018: 643-656 - [c117]Milad Hashemi, Kevin Swersky, Jamie A. Smith, Grant Ayers, Heiner Litz, Jichuan Chang, Christos Kozyrakis, Parthasarathy Ranganathan:
Learning Memory Access Patterns. ICML 2018: 1924-1933 - [c116]Ana Klimovic, Yawen Wang, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Christos Kozyrakis:
Pocket: Elastic Ephemeral Storage for Serverless Analytics. OSDI 2018: 427-444 - [c115]David Koeplinger, Matthew Feldman, Raghu Prabhakar, Yaqi Zhang, Stefan Hadjis, Ruben Fiszel, Tian Zhao, Luigi Nardi, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Spatial: a language and compiler for application accelerators. PLDI 2018: 296-311 - [c114]Samuel Grossman, Heiner Litz, Christos Kozyrakis:
Making pull-based graph processing performant. PPoPP 2018: 246-260 - [c113]Ana Klimovic, Heiner Litz, Christos Kozyrakis:
Selecta: Heterogeneous Cloud Storage Configuration for Data Analytics. USENIX ATC 2018: 759-773 - [c112]Ana Klimovic, Yawen Wang, Christos Kozyrakis, Patrick Stuedi, Jonas Pfefferle, Animesh Trivedi:
Understanding Ephemeral Storage for Serverless Analytics. USENIX ATC 2018: 789-794 - [i5]Milad Hashemi, Kevin Swersky, Jamie A. Smith, Grant Ayers, Heiner Litz, Jichuan Chang, Christos Kozyrakis, Parthasarathy Ranganathan:
Learning Memory Access Patterns. CoRR abs/1803.02329 (2018) - [i4]Xuan Yang, Mingyu Gao, Jing Pu, Ankita Nayak, Qiaoyi Liu, Steven Bell, Jeff Setter, Kaidi Cao, Heonjae Ha, Christos Kozyrakis, Mark Horowitz:
DNN Dataflow Choice Is Overrated. CoRR abs/1809.04070 (2018) - [i3]Manu Bansal, Eyal Cidon, Arjun Balasingam, Aditya Gudipati, Christos Kozyrakis, Sachin Katti:
Trevor: Automatic configuration and scaling of stream processing pipelines. CoRR abs/1812.09442 (2018) - 2017
- [j39]Mingyu Gao, Christina Delimitrou, Dimin Niu, Krishna T. Malladi, Hongzhong Zheng, Bob Brennan, Christos Kozyrakis:
DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric. IEEE Micro 37(3): 70-78 (2017) - [j38]Adam Belay, George Prekas, Mia Primorac, Ana Klimovic, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion:
The IX Operating System: Combining Low Latency, High Throughput, and Efficiency in a Protected Dataplane. ACM Trans. Comput. Syst. 34(4): 11:1-11:39 (2017) - [j37]Adam Belay, George Prekas, Mia Primorac, Ana Klimovic, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion:
Corrigendum to "The IX Operating System: Combining Low Latency, High Throughput and Efficiency in a Protected Dataplane". ACM Trans. Comput. Syst. 35(3): 10:1 (2017) - [c111]Ana Klimovic, Heiner Litz, Christos Kozyrakis:
ReFlex: Remote Flash ≈ Local Flash. ASPLOS 2017: 345-359 - [c110]Christina Delimitrou, Christos Kozyrakis:
Bolt: I Know What You Did Last Summer... In The Cloud. ASPLOS 2017: 599-613 - [c109]Mingyu Gao, Jing Pu, Xuan Yang, Mark Horowitz, Christos Kozyrakis:
TETRIS: Scalable and Efficient Neural Network Acceleration with 3D Memory. ASPLOS 2017: 751-764 - [c108]William Hwang, Mohamed M. Sabry Aly, Yash H. Malviya, Mingyu Gao, Tony F. Wu, Christos Kozyrakis, H.-S. Philip Wong, Subhasish Mitra:
3D nanosystems enable embedded abundant-data computing: special session paper. CODES+ISSS 2017: 29:1-29:2 - [c107]Raghu Prabhakar, Yaqi Zhang, David Koeplinger, Matthew Feldman, Tian Zhao, Stefan Hadjis, Ardavan Pedram, Christos Kozyrakis, Kunle Olukotun:
Plasticine: A Reconfigurable Architecture For Parallel Paterns. ISCA 2017: 389-402 - [c106]Stuart Byma, Sam Whitlock, Laura Flueratoru, Ethan Tseng, Christos Kozyrakis, Edouard Bugnion, James R. Larus:
Persona: A High-Performance Bioinformatics Framework. USENIX ATC 2017: 153-165 - [i2]Dinesh Subhraveti, Sri Goli, Serge Hallyn, Ravi Chamarthy, Christos Kozyrakis:
AppSwitch: Resolving the Application Identity Crisis. CoRR abs/1711.02294 (2017) - 2016
- [j36]Christina Delimitrou, Christos Kozyrakis:
Security Implications of Data Mining in Cloud Scheduling. IEEE Comput. Archit. Lett. 15(2): 109-112 (2016) - [j35]David Lo, Liqun Cheng, Rama Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis:
Improving Resource Efficiency at Scale with Heracles. ACM Trans. Comput. Syst. 34(2): 6:1-6:33 (2016) - [c105]Christina Delimitrou, Christos Kozyrakis:
HCloud: Resource-Efficient Provisioning in Shared Cloud Systems. ASPLOS 2016: 473-488 - [c104]Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun:
Generating Configurable Hardware from Parallel Patterns. ASPLOS 2016: 651-665 - [c103]Ana Klimovic, Christos Kozyrakis, Eno Thereska, Binu John, Sanjeev Kumar:
Flash storage disaggregation. EuroSys 2016: 29:1-29:15 - [c102]Mingyu Gao, Christos Kozyrakis:
HRL: Efficient and flexible reconfigurable logic for near-data processing. HPCA 2016: 126-137 - [c101]David Koeplinger, Raghu Prabhakar, Yaqi Zhang, Christina Delimitrou, Christos Kozyrakis, Kunle Olukotun:
Automatic Generation of Efficient Accelerators for Reconfigurable Hardware. ISCA 2016: 115-127 - [c100]Mingyu Gao, Christina Delimitrou, Dimin Niu, Krishna T. Malladi, Hongzhong Zheng, Bob Brennan, Christos Kozyrakis:
DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric. ISCA 2016: 506-518 - 2015
- [j34]Wajahat Qadeer, Rehan Hameed, Ofer Shacham, Preethi Venkatesan, Christos Kozyrakis, Mark Horowitz:
Convolution engine: balancing efficiency and flexibility in specialized computing. Commun. ACM 58(4): 85-93 (2015) - [j33]Mohamed M. Sabry, Mingyu Gao, Gage Hills, Chi-Shuen Lee, Greg Pitner, Max M. Shulaker, Tony F. Wu, Mehdi Asheghi, Jeffrey Bokor, Franz Franchetti, Kenneth E. Goodson, Christos Kozyrakis, Igor L. Markov, Kunle Olukotun, Larry T. Pileggi, Eric Pop, Jan M. Rabaey, Christopher Ré, H.-S. Philip Wong, Subhasish Mitra:
Energy-Efficient Abundant-Data Computing: The N3XT 1, 000x. Computer 48(12): 24-33 (2015) - [c99]Mingyu Gao, Grant Ayers, Christos Kozyrakis:
Practical Near-Data Processing for In-Memory Analytics Frameworks. PACT 2015: 113-124 - [c98]Christina Delimitrou, Daniel Sánchez, Christos Kozyrakis:
Tarcil: reconciling scheduling speed and quality in large shared clusters. SoCC 2015: 97-110 - [c97]George Prekas, Mia Primorac, Adam Belay, Christos Kozyrakis, Edouard Bugnion:
Energy proportionality and workload consolidation for latency-critical applications. SoCC 2015: 342-355 - [c96]David Lo, Liqun Cheng, Rama Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis:
Heracles: improving resource efficiency at scale. ISCA 2015: 450-462 - [i1]Raghu Prabhakar, David Koeplinger, Kevin J. Brown, HyoukJoong Lee, Christopher De Sa, Christos Kozyrakis, Kunle Olukotun:
Generating Configurable Hardware from Parallel Patterns. CoRR abs/1511.06968 (2015) - 2014
- [j32]Christina Delimitrou, Christos Kozyrakis:
Quality-of-Service-Aware Scheduling in Heterogeneous Data centers with Paragon. IEEE Micro 34(3): 17-30 (2014) - [c95]Christina Delimitrou, Christos Kozyrakis:
Quasar: resource-efficient and QoS-aware cluster management. ASPLOS 2014: 127-144 - [c94]