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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
[i110]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)- [i109]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) - [i108]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) - 2020
- [j77]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) - [j76]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) - [j75]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) - [j74]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) - [j73]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) - [j72]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) - [j71]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) - [j70]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] - [i107]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) - [i106]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) - [i105]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) - [i104]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) - [i103]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) - [i102]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Improving Phase Change Memory Performance with Data Content Aware Access. CoRR abs/2005.04753 (2020) - [i101]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) - [i100]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) - [i99]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) - [i98]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) - [i97]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) - [i96]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) - [i95]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) - [i94]Onur Mutlu:
Intelligent Architectures for Intelligent Machines. CoRR abs/2008.06112 (2020) - [i93]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) - [i92]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) - [i91]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) - [i90]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) - [i89]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) - [i88]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) - [i87]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) - [i86]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) - [i85]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) - [i84]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) - [i83]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) - [i82]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Aging-Aware Request Scheduling for Non-Volatile Main Memory. CoRR abs/2012.00050 (2020) - [i81]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
A Modern Primer on Processing in Memory. CoRR abs/2012.03112 (2020) - [i80]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) - [i79]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) - [i78]Onur Mutlu:
Intelligent Architectures for Intelligent Computing Systems. CoRR abs/2012.12381 (2020)
2010 – 2019
- 2019
- [j69]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) - [j68]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) - [j67]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) - [j66]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) - [j65]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) - [j64]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) - [j63]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) - [j62]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) - [j61]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) - [j60]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 - [i77]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) - [i76]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) - [i75]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) - [i74]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) - [i73]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Processing Data Where It Makes Sense: Enabling In-Memory Computation. CoRR abs/1903.03988 (2019) - [i72]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) - [i71]Onur Mutlu:
RowHammer and Beyond. CoRR abs/1903.11056 (2019) - [i70]Onur Mutlu, Jeremie S. Kim:
RowHammer: A Retrospective. CoRR abs/1904.09724 (2019) - [i69]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) - [i68]Vivek Seshadri, Onur Mutlu:
In-DRAM Bulk Bitwise Execution Engine. CoRR abs/1905.09822 (2019) - [i67]Saugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu:
A Workload and Programming Ease Driven Perspective of Processing-in-Memory. CoRR abs/1907.12947 (2019) - [i66]Shihao Song, Anup Das, Onur Mutlu, Nagarajan Kandasamy:
Enabling and Exploiting Partition-Level Parallelism (PALP) in Phase Change Memories. CoRR abs/1908.07966 (2019) - [i65]Kevin Hsieh, Amar Phanishayee, Onur Mutlu, Phillip B. Gibbons:
The Non-IID Data Quagmire of Decentralized Machine Learning. CoRR abs/1910.00189 (2019) - [i64]Rahul Bera, Anant V. Nori, Onur Mutlu, Sreenivas Subramoney:
DSPatch: Dual Spatial Pattern Prefetcher. CoRR abs/1910.03075 (2019) - [i63]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. CoRR abs/1910.05340 (2019) - [i62]Syed M. A. H. Jafri, Hasan Hassan, Ahmed Hemani, Onur Mutlu:
Refresh Triggered Computation: Improving the Energy Efficiency of Convolutional Neural Network Accelerators. CoRR abs/1910.06672 (2019) - [i61]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. CoRR abs/1910.09020 (2019) - [i60]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. CoRR abs/1910.10776 (2019) - 2018
- [j59]Onur Mutlu, Scott A. Mahlke, Thomas M. Conte, Wen-Mei W. Hwu:
Iterative Modulo Scheduling. IEEE Micro 38(1): 115-117 (2018) - [j58]Saba Ahmadian, Onur Mutlu, Hossein Asadi:
ECI-Cache: A High-Endurance and Cost-Efficient I/O Caching Scheme for Virtualized Platforms. Proc. ACM Meas. Anal. Comput. Syst. 2(1): 9:1-9:34 (2018) - [j57]Yixin Luo, Saugata Ghose, Yu Cai, Erich F. Haratsch, Onur Mutlu:
Improving 3D NAND Flash Memory Lifetime by Tolerating Early Retention Loss and Process Variation. Proc. ACM Meas. Anal. Comput. Syst. 2(3): 37:1-37:48 (2018) - [j56]