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ORCIDOnur Mutlu
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- affiliation: ETH Zurich
- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2021
[j81]Mohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu:
SneakySnake: a fast and accurate universal genome pre-alignment filter for CPUs, GPUs and FPGAs. Bioinform. 36(22-23): 5282-5290 (2021)- [j80]Syed Mohammad Asad Hassan Jafri, Hasan Hassan, Ahmed Hemani, Onur Mutlu:
Refresh Triggered Computation: Improving the Energy Efficiency of Convolutional Neural Network Accelerators. ACM Trans. Archit. Code Optim. 18(1): 2:1-2:29 (2021) - [j79]Feng Zhang
, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text analytics directly on compression. VLDB J. 30(2): 163-188 (2021) - [c224]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Aging-Aware Request Scheduling for Non-Volatile Main Memory. ASP-DAC 2021: 657-664 - [c223]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
Modeling FPGA-Based Systems via Few-Shot Learning. FPGA 2021: 146 - [i117]Seyed Saber Nabavi Larimi, Behzad Salami, Osman S. Unsal, Adrián Cristal Kestelman, Hamid Sarbazi-Azad, Onur Mutlu:
Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage Underscaling. CoRR abs/2101.00969 (2021) - [i116]Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi:
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. CoRR abs/2101.02559 (2021) - [i115]Christina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures. CoRR abs/2101.07557 (2021) - [i114]Mohammed Alser, Jeremie S. Kim, Nour Almadhoun Alserr, Stefan W. Tell, Onur Mutlu:
COVIDHunter: An Accurate, Flexible, and Environment-Aware Open-Source COVID-19 Outbreak Simulation Model. CoRR abs/2102.03667 (2021) - [i113]Abdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa, Hasan Hassan, Jisung Park, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu:
BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows. CoRR abs/2102.05981 (2021) - [i112]Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu:
Mitigating Edge Machine Learning Inference Bottlenecks: An Empirical Study on Accelerating Google Edge Models. CoRR abs/2103.00768 (2021) - [i111]Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu:
Polynesia: Enabling Effective Hybrid Transactional/Analytical Databases with Specialized Hardware/Software Co-Design. CoRR abs/2103.00798 (2021) - [i110]Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Ozdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Pavel Kalvoda, Marek Konieczny, Onur Mutlu, Torsten Hoefler:
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra. CoRR abs/2103.03653 (2021) - [i109]Zülal Bingöl, Mohammed Alser, Onur Mutlu, Ozcan Ozturk, Can Alkan:
GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read Mapping. CoRR abs/2103.14978 (2021) - 2020
- [j78]Can Firtina, Jeremie S. Kim, Mohammed Alser, Damla Senol Cali, A. Ercument Cicek, Can Alkan, Onur Mutlu:
Apollo: a sequencing-technology-independent, scalable and accurate assembly polishing algorithm. Bioinform. 36(12): 3669-3679 (2020) - [j77]Seyyed Hossein Seyyedaghaei Rezaei, Mehdi Modarressi, Rachata Ausavarungnirun, Mohammad Sadrosadati, Onur Mutlu, Masoud Daneshtalab:
NoM: Network-on-Memory for Inter-Bank Data Transfer in Highly-Banked Memories. IEEE Comput. Archit. Lett. 19(1): 80-83 (2020) - [j76]Orestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares:
Accelerating B-spline interpolation on GPUs: Application to medical image registration. Comput. Methods Programs Biomed. 193: 105431 (2020) - [j75]Theocharis Theocharides, Muhammad Shafique, Jungwook Choi, Onur Mutlu:
Guest Editorial: Robust Resource-Constrained Systems for Machine Learning. IEEE Des. Test 37(2): 5-7 (2020) - [j74]Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi:
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead. IEEE Des. Test 37(2): 30-57 (2020) - [j73]Schahram Dustdar, Onur Mutlu, Nandita Vijaykumar:
Rethinking Divide and Conquer - Towards Holistic Interfaces of the Computing Stack. IEEE Internet Comput. 24(6): 45-57 (2020) - [j72]Mohammed Alser, Zülal Bingöl, Damla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu:
Accelerating Genome Analysis: A Primer on an Ongoing Journey. IEEE Micro 40(5): 65-75 (2020) - [j71]Onur Mutlu, Jeremie S. Kim:
RowHammer: A Retrospective. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(8): 1555-1571 (2020) - [c222]Myungsuk Kim, Jisung Park, Genhee Cho, Yoona Kim, Lois Orosa, Onur Mutlu, Jihong Kim:
Evanesco: Architectural Support for Efficient Data Sanitization in Modern Flash-Based Storage Systems. ASPLOS 2020: 1311-1326 - [c221]Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu:
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration. DSN 2020: 138-149 - [c220]Jiantong Jiang, Zeke Wang, Xue Liu, Juan Gómez-Luna, Nan Guan, Qingxu Deng, Wei Zhang, Onur Mutlu:
Boyi: A Systematic Framework for Automatically Deciding the Right Execution Model of OpenCL Applications on FPGAs. FPGA 2020: 299-309 - [c219]Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling. FPL 2020: 9-17 - [c218]Jawad Haj-Yahya, Yanos Sazeides, Mohammed Alser, Efraim Rotem, Onur Mutlu:
Techniques for Reducing the Connected-Standby Energy Consumption of Mobile Devices. HPCA 2020: 623-636 - [c217]Ivan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu:
NATSA: A Near-Data Processing Accelerator for Time Series Analysis. ICCD 2020: 120-129 - [c216]Leonid Yavits, Lois Orosa, Suyash Mahar, João Dinis Ferreira, Mattan Erez, Ran Ginosar, Onur Mutlu:
WoLFRaM: Enhancing Wear-Leveling and Fault Tolerance in Resistive Memories using Programmable Address Decoders. ICCD 2020: 187-196 - [c215]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
Enabling Efficient Random Access to Hierarchically-Compressed Data. ICDE 2020: 1069-1080 - [c214]Kevin Hsieh, Amar Phanishayee, Onur Mutlu, Phillip B. Gibbons:
The Non-IID Data Quagmire of Decentralized Machine Learning. ICML 2020: 4387-4398 - [c213]Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Abdullah Giray Yaglikçi, Nandita Vijaykumar, Efraim Rotem, Onur Mutlu:
SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors. ISCA 2020: 227-240 - [c212]Jeremie S. Kim, Minesh Patel, Abdullah Giray Yaglikçi, Hasan Hassan, Roknoddin Azizi, Lois Orosa, Onur Mutlu:
Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques. ISCA 2020: 638-651 - [c211]Haocong Luo, Taha Shahroodi, Hasan Hassan, Minesh Patel, Abdullah Giray Yaglikçi, Lois Orosa, Jisung Park, Onur Mutlu:
CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off. ISCA 2020: 666-679 - [c210]Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo F. Oliveira, Jonathan Appavoo, Vivek Seshadri, Onur Mutlu:
The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework. ISCA 2020: 1050-1063 - [c209]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Improving phase change memory performance with data content aware access. ISMM 2020: 30-47 - [c208]Minesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu:
Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention Characteristics. MICRO 2020: 282-297 - [c207]Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu:
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching. MICRO 2020: 313-328 - [c206]Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu:
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis. MICRO 2020: 951-966 - [c205]Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Lois Orosa, Efraim Rotem, Avi Mendelson, Anupam Chattopadhyay, Onur Mutlu:
FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient Microprocessors. MICRO 2020: 1051-1066 - [c204]Jorge González, Alexander Gazman, Maarten Hattink, Mauricio G. Palma, Meisam Bahadori, Ruth Rubio-Noriega, Lois Orosa, Madeleine Glick, Onur Mutlu, Keren Bergman, Rodolfo Azevedo:
Optically Connected Memory for Disaggregated Data Centers. SBAC-PAD 2020: 43-50 - [c203]Lucian Cojocar, Jeremie S. Kim, Minesh Patel, Lillian Tsai, Stefan Saroiu, Alec Wolman, Onur Mutlu:
Are We Susceptible to Rowhammer? An End-to-End Methodology for Cloud Providers. IEEE Symposium on Security and Privacy 2020: 712-728 - [c202]Pietro Frigo, Emanuele Vannacci, Hasan Hassan, Victor van der Veen, Onur Mutlu, Cristiano Giuffrida, Herbert Bos, Kaveh Razavi:
TRRespass: Exploiting the Many Sides of Target Row Refresh. IEEE Symposium on Security and Privacy 2020: 747-762 - [c201]Onur Mutlu:
Intelligent Architectures for Intelligent Machines. VLSI-DAT 2020: 1-4 - [e4]Tinoosh Mohsenin, Weisheng Zhao, Yiran Chen, Onur Mutlu:
GLSVLSI '20: Great Lakes Symposium on VLSI 2020, Virtual Event, China, September 7-9, 2020. ACM 2020, ISBN 978-1-4503-7944-1 [contents] - [i108]Lucian Cojocar, Jeremie S. Kim, Minesh Patel, Lillian Tsai, Stefan Saroiu, Alec Wolman, Onur Mutlu:
Are We Susceptible to Rowhammer? An End-to-End Methodology for Cloud Providers. CoRR abs/2003.04498 (2020) - [i107]Pietro Frigo, Emanuele Vannacci, Hasan Hassan, Victor van der Veen, Onur Mutlu, Cristiano Giuffrida, Herbert Bos, Kaveh Razavi:
TRRespass: Exploiting the Many Sides of Target Row Refresh. CoRR abs/2004.01807 (2020) - [i106]Orestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares:
Accelerating B-spline Interpolation on GPUs: Application to Medical Image Registration. CoRR abs/2004.05962 (2020) - [i105]Seyyed Hossein Seyyedaghaei Rezaei, Mehdi Modarressi, Rachata Ausavarungnirun, Mohammad Sadrosadati, Onur Mutlu, Masoud Daneshtalab:
NOM: Network-On-Memory for Inter-Bank Data Transfer in Highly-Banked Memories. CoRR abs/2004.09923 (2020) - [i104]Behzad Salami, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu:
An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network Acceleration. CoRR abs/2005.03451 (2020) - [i103]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Improving Phase Change Memory Performance with Data Content Aware Access. CoRR abs/2005.04753 (2020) - [i102]Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Abdullah Giray Yaglikçi, Nandita Vijaykumar, Efraim Rotem, Onur Mutlu:
SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors. CoRR abs/2005.07613 (2020) - [i101]Nastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo Francisco de Oliveira Jr., Jonathan Appavoo, Vivek Seshadri, Onur Mutlu:
The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework. CoRR abs/2005.09748 (2020) - [i100]Haocong Luo, Taha Shahroodi, Hasan Hassan, Minesh Patel, Abdullah Giray Yaglikçi, Lois Orosa, Jisung Park, Onur Mutlu:
CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off. CoRR abs/2005.12775 (2020) - [i99]Jeremie S. Kim, Minesh Patel, Abdullah Giray Yaglikçi, Hasan Hassan, Roknoddin Azizi, Lois Orosa, Onur Mutlu:
Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques. CoRR abs/2005.13121 (2020) - [i98]Lukas Breitwieser, Ahmad Hesam, Jean de Montigny, Vasileios Vavourakis, Alexandros Iosif, Jack Jennings, Marcus Kaiser, Marco Manca, Alberto Di Meglio, Zaid Al-Ars, Fons Rademakers, Onur Mutlu, Roman Bauer:
BioDynaMo: an agent-based simulation platform for scalable computational biology research. CoRR abs/2006.06775 (2020) - [i97]Bryan Donyanavard, Amir M. Rahmani, Axel Jantsch, Onur Mutlu, Nikil D. Dutt:
Intelligent Management of Mobile Systems through Computational Self-Awareness. CoRR abs/2008.00095 (2020) - [i96]Mohammed Alser, Zülal Bingöl, Damla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu:
Accelerating Genome Analysis: A Primer on an Ongoing Journey. CoRR abs/2008.00961 (2020) - [i95]Onur Mutlu:
Intelligent Architectures for Intelligent Machines. CoRR abs/2008.06112 (2020) - [i94]Jorge González, Alexander Gazman, Maarten Hattink, Mauricio G. Palma, Meisam Bahadori, Ruth Rubio-Noriega, Lois Orosa, Madeleine Glick, Onur Mutlu, Keren Bergman, Rodolfo Azevedo:
Optically Connected Memory for Disaggregated Data Centers. CoRR abs/2008.10802 (2020) - [i93]Damla Senol Cali, Gurpreet S. Kalsi, Zülal Bingöl, Can Firtina, Lavanya Subramanian, Jeremie S. Kim, Rachata Ausavarungnirun, Mohammed Alser, Juan Gómez-Luna, Amirali Boroumand, Anant Nori, Allison Scibisz, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu:
GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis. CoRR abs/2009.07692 (2020) - [i92]Minesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu:
Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention Characteristics. CoRR abs/2009.07985 (2020) - [i91]Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling. CoRR abs/2009.08241 (2020) - [i90]Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu:
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching. CoRR abs/2009.08437 (2020) - [i89]Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Lois Orosa, Efraim Rotem, Avi Mendelson, Anupam Chattopadhyay, Onur Mutlu:
FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient Microprocessors. CoRR abs/2009.09094 (2020) - [i88]Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text Analytics Directly on Compression. CoRR abs/2009.09442 (2020) - [i87]Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
NATSA: A Near-Data Processing Accelerator for Time Series Analysis. CoRR abs/2010.02079 (2020) - [i86]Leonid Yavits, Lois Orosa, Suyash Mahar, João Dinis Ferreira, Mattan Erez, Ran Ginosar, Onur Mutlu:
WoLFRaM: Enhancing Wear-Leveling and Fault Tolerance in Resistive Memories using Programmable Address Decoders. CoRR abs/2010.02825 (2020) - [i85]Mohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu:
Enabling High-Capacity, Latency-Tolerant, and Highly-Concurrent GPU Register Files via Software/Hardware Cooperation. CoRR abs/2010.09330 (2020) - [i84]Maciej Besta, Syed Minhaj Hassan, Sudhakar Yalamanchili, Rachata Ausavarungnirun, Onur Mutlu, Torsten Hoefler:
Slim NoC: A Low-Diameter On-Chip Network Topology for High Energy Efficiency and Scalability. CoRR abs/2010.10683 (2020) - [i83]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Aging-Aware Request Scheduling for Non-Volatile Main Memory. CoRR abs/2012.00050 (2020) - [i82]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
A Modern Primer on Processing in Memory. CoRR abs/2012.03112 (2020) - [i81]Nastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio, João Dinis Ferreira, Nika Mansouri-Ghiasi, Minesh Patel, Mohammed Alser, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu:
SIMDRAM: A Framework for Bit-Serial SIMD Processing Using DRAM. CoRR abs/2012.11890 (2020) - [i80]Jisung Park, Myungsuk Kim, Myoungjun Chun, Lois Orosa, Jihong Kim, Onur Mutlu:
Reducing Solid State Drive Read Latency by Optimizing Read-Retry. CoRR abs/2012.12178 (2020) - [i79]Onur Mutlu:
Intelligent Architectures for Intelligent Computing Systems. CoRR abs/2012.12381 (2020)
2010 – 2019
- 2019
- [j70]Damla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu:
Nanopore sequencing technology and tools for genome assembly: computational analysis of the current state, bottlenecks and future directions. Briefings Bioinform. 20(4): 1542-1559 (2019) - [j69]Mohammed Alser, Hasan Hassan, Akash Kumar, Onur Mutlu, Can Alkan:
Shouji: a fast and efficient pre-alignment filter for sequence alignment. Bioinform. 35(21): 4255-4263 (2019) - [j68]Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu:
Processing-in-memory: A workload-driven perspective. IBM J. Res. Dev. 63(6): 3:1-3:19 (2019) - [j67]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Processing data where it makes sense: Enabling in-memory computation. Microprocess. Microsystems 67: 28-41 (2019) - [j66]Saugata Ghose, Tianshi Li, Nastaran Hajinazar, Damla Senol Cali, Onur Mutlu:
Demystifying Complex Workload-DRAM Interactions: An Experimental Study. Proc. ACM Meas. Anal. Comput. Syst. 3(3): 60:1-60:50 (2019) - [j65]Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu:
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning. Proc. VLDB Endow. 12(7): 807-821 (2019) - [j64]Lois Orosa, Rodolfo Azevedo, Onur Mutlu:
AVPP: Address-first Value-next Predictor with Value Prefetching for Improving the Efficiency of Load Value Prediction. ACM Trans. Archit. Code Optim. 15(4): 49:1-49:30 (2019) - [j63]Mohammad Sadrosadati, Seyed Borna Ehsani, Hajar Falahati, Rachata Ausavarungnirun, Arash Tavakkol, Mojtaba Abaee, Lois Orosa, Yaohua Wang, Hamid Sarbazi-Azad, Onur Mutlu:
ITAP: Idle-Time-Aware Power Management for GPU Execution Units. ACM Trans. Archit. Code Optim. 16(1): 3:1-3:26 (2019) - [j62]Reza Salkhordeh, Onur Mutlu, Hossein Asadi:
An Analytical Model for Performance and Lifetime Estimation of Hybrid DRAM-NVM Main Memories. IEEE Trans. Computers 68(8): 1114-1130 (2019) - [j61]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Enabling and Exploiting Partition-Level Parallelism (PALP) in Phase Change Memories. ACM Trans. Embed. Comput. Syst. 18(5s): 53:1-53:25 (2019) - [c200]Chen Li, Rachata Ausavarungnirun, Christopher J. Rossbach, Youtao Zhang, Onur Mutlu, Yang Guo, Jun Yang:
A Framework for Memory Oversubscription Management in Graphics Processing Units. ASPLOS 2019: 49-63 - [c199]Simon Garcia De Gonzalo, Sitao Huang, Juan Gómez-Luna, Simon D. Hammond, Onur Mutlu, Wen-Mei Hwu:
Automatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs. CGO 2019: 73-84 - [c198]Onur Mutlu:
RowHammer and Beyond. COSADE 2019: 3-12 - [c197]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Enabling Practical Processing in and near Memory for Data-Intensive Computing. DAC 2019: 21 - [c196]Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal:
NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning. DAC 2019: 27 - [c195]Minesh Patel, Jeremie S. Kim, Hasan Hassan, Onur Mutlu:
Understanding and Modeling On-Die Error Correction in Modern DRAM: An Experimental Study Using Real Devices. DSN 2019: 13-25 - [c194]Onur Mutlu:
Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory Computation. ACM Great Lakes Symposium on VLSI 2019: 5-6 - [c193]Irina Calciu, Ivan Puddu, Aasheesh Kolli, Andreas Nowatzyk, Jayneel Gandhi, Onur Mutlu, Pratap Subrahmanyam:
Project PBerry: FPGA Acceleration for Remote Memory. HotOS 2019: 127-135 - [c192]Jeremie S. Kim, Minesh Patel, Hasan Hassan, Lois Orosa, Onur Mutlu:
D-RaNGe: Using Commodity DRAM Devices to Generate True Random Numbers with Low Latency and High Throughput. HPCA 2019: 582-595 - [c191]Yang Li, Charles R. Lefurgy, Karthick Rajamani, Malcolm S. Allen-Ware, Guillermo J. Silva, Daniel D. Heimsoth, Saugata Ghose, Onur Mutlu:
A Scalable Priority-Aware Approach to Managing Data Center Server Power. HPCA 2019: 701-714 - [c190]Hasan Hassan, Minesh Patel, Jeremie S. Kim, Abdullah Giray Yaglikçi, Nandita Vijaykumar, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu:
CROW: a low-cost substrate for improving DRAM performance, energy efficiency, and reliability. ISCA 2019: 129-142 - [c189]Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Rachata Ausavarungnirun, Kevin Hsieh, Nastaran Hajinazar, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu:
CoNDA: efficient cache coherence support for near-data accelerators. ISCA 2019: 629-642 - [c188]Skanda Koppula, Lois Orosa, Abdullah Giray Yaglikçi, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu:
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM. MICRO 2019: 166-181 - [c187]Rahul Bera, Anant V. Nori, Onur Mutlu, Sreenivas Subramoney:
DSPatch: Dual Spatial Pattern Prefetcher. MICRO 2019: 531-544 - [c186]Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu:
SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations. MICRO 2019: 600-614 - [c185]Xiao Liu, David Roberts, Rachata Ausavarungnirun, Onur Mutlu, Jishen Zhao:
Binary Star: Coordinated Reliability in Heterogeneous Memory Systems for High Performance and Scalability. MICRO 2019: 807-820 - [c184]Chenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu:
Panthera: holistic memory management for big data processing over hybrid memories. PLDI 2019: 347-362 - [c183]Saugata Ghose, Tianshi Li, Nastaran Hajinazar, Damla Senol Cali, Onur Mutlu:
Demystifying Complex Workload-DRAM Interactions: An Experimental Study. SIGMETRICS (Abstracts) 2019: 93 - [c182]Sitao Huang, Li-Wen Chang, Izzat El Hajj, Simon Garcia De Gonzalo, Juan Gómez-Luna, Sai Rahul Chalamalasetti, Mohamed El-Hadedy, Dejan S. Milojicic, Onur Mutlu, Deming Chen, Wen-Mei W. Hwu:
Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures. ICPE 2019: 79-90 - [p2]Amir Yazdanbakhsh, Gennady Pekhimenko, Hadi Esmaeilzadeh, Onur Mutlu, Todd C. Mowry:
Towards Breaking the Memory Bandwidth Wall Using Approximate Value Prediction. Approximate Circuits 2019: 417-441 - [i78]Can Firtina, Jeremie S. Kim, Mohammed Alser, Damla Senol Cali, A. Ercument Cicek, Can Alkan, Onur Mutlu:
Apollo: A Sequencing-Technology-Independent, Scalable, and Accurate Assembly Polishing Algorithm. CoRR abs/1902.04341 (2019) - [i77]Lois Orosa, Yaohua Wang, Ivan Puddu, Mohammad Sadrosadati, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Arash Tavakkol, Minesh Patel, Jeremie S. Kim, Vivek Seshadri, Uksong Kang, Saugata Ghose, Rodolfo Azevedo, Onur Mutlu:
Dataplant: In-DRAM Security Mechanisms for Low-Cost Devices. CoRR abs/1902.07344 (2019) - [i76]Saugata Ghose, Tianshi Li, Nastaran Hajinazar, Damla Senol Cali, Onur Mutlu:
Understanding the Interactions of Workloads and DRAM Types: A Comprehensive Experimental Study. CoRR abs/1902.07609 (2019) - [i75]Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang:
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report). CoRR abs/1903.03404 (2019) - [i74]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Processing Data Where It Makes Sense: Enabling In-Memory Computation. CoRR abs/1903.03988 (2019) - [i73]Reza Salkhordeh, Onur Mutlu, Hossein Asadi:
An Analytical Model for Performance and Lifetime Estimation of Hybrid DRAM-NVM Main Memories. CoRR abs/1903.10067 (2019) - [i72]Onur Mutlu:
RowHammer and Beyond. CoRR abs/1903.11056 (2019) - [i71]Onur Mutlu, Jeremie S. Kim:
RowHammer: A Retrospective. CoRR abs/1904.09724 (2019) - [i70]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Enabling Practical Processing in and near Memory for Data-Intensive Computing. CoRR abs/1905.04376 (2019) - [i69]Vivek Seshadri, Onur Mutlu:
In-DRAM Bulk Bitwise Execution Engine. CoRR abs/1905.09822 (2019)