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Viewing Publication 1 - 100 from 346

2022

Guest Editors' Introduction: Near-Memory and In-Memory ProcessingHai Li 0001, Alaa R. Alameldeen, Onur Mutlu. dt, 39(2):46-47, 2022. [doi]

POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on CompressionFeng Zhang 0007, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du 0001. tpds, 33(2):459-475, 2022. [doi]

Chapter Eight - The design of an energy-efficient deflection-based on-chip networkRachata Ausavarungnirun, Onur Mutlu. ac, 124:257-318, 2022. [doi]

DR-STRaNGe: End-to-End System Design for DRAM-based True Random Number GeneratorsF. Nisa Bostanci, Ataberk Olgun, Lois Orosa 0001, Abdullah Giray Yaglikçi, Jeremie S. Kim, Hasan Hassan, Oguz Ergin, Onur Mutlu. hpca 2022: 1141-1155 [doi]

BioDynaMo: a modular platform for high-performance agent-based simulationLukas 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. bioinformatics, 38(2):453-460, 2022. [doi]

SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory ArchitecturesChristina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu. pomacs, 6(1), 2022. [doi]

Optically connected memory for disaggregated data centersJorge González, Mauricio G. Palma, Maarten Hattink, Ruth Rubio-Noriega, Lois Orosa 0001, Onur Mutlu, Keren Bergman, Rodolfo Azevedo. jpdc, 163:300-312, 2022. [doi]

DarkGates: A Hybrid Power-Gating Architecture to Mitigate the Performance Impact of Dark-Silicon in High Performance ProcessorsJawad Haj-Yahya, Jeremie S. Kim, Abdullah Giray Yaglikçi, Jisung Park, Efraim Rotem, Yanos Sazeides, Onur Mutlu. hpca 2022: 1170-1183 [doi]

GenStore: a high-performance in-storage processing system for genome sequence analysisNika Mansouri-Ghiasi, Jisung Park 0001, Harun Mustafa, Jeremie S. Kim, Ataberk Olgun, Arvid Gollwitzer, Damla Senol Cali, Can Firtina, Haiyu Mao, Nour Almadhoun Alserr, Rachata Ausavarungnirun, Nandita Vijaykumar, Mohammed Alser, Onur Mutlu. asplos 2022: 635-654 [doi]

A Compiler Framework for Optimizing Dynamic Parallelism on GPUsMhd Ghaith Olabi, Juan Gómez-Luna, Onur Mutlu, Wen-mei Hwu, Izzat El Hajj. CGO 2022: 1-13 [doi]

Exploring Data Analytics Without Decompression on Embedded GPU SystemsZaifeng Pan, Feng Zhang 0007, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du 0001. tpds, 33(7):1553-1568, 2022. [doi]

MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer OptimizationsNandita Vijaykumar, Ataberk Olgun, Konstantinos Kanellopoulos, F. Nisa Bostanci, Hasan Hassan, Mehrshad Lotfi, Phillip B. Gibbons, Onur Mutlu. taco, 19(2), 2022. [doi]

2021

Reducing solid-state drive read latency by optimizing read-retryJisung Park 0001, Myungsuk Kim, Myoungjun Chun, Lois Orosa 0001, Jihong Kim 0001, Onur Mutlu. asplos 2021: 702-716 [doi]

A Deeper Look into RowHammer's Sensitivities: Experimental Analysis of Real DRAM Chipsand Implications on Future Attacks and DefensesLois Orosa 0001, Abdullah Giray Yaglikçi, Haocong Luo, Ataberk Olgun, Jisung Park 0001, Hasan Hassan, Minesh Patel, Jeremie S. Kim, Onur Mutlu. micro 2021: 1182-1197 [doi]

CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and OptimizationsLois Orosa 0001, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu. isca 2021: 484-497 [doi]

FPGA-Based Near-Memory Acceleration of Modern Data-Intensive ApplicationsGagandeep Singh 0002, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu. micro, 41(4):39-48, 2021. [doi]

TADOC: Text analytics directly on compressionFeng Zhang 0007, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du 0001. vldb, 30(2):163-188, 2021. [doi]

ETICA: Efficient Two-Level I/O Caching Architecture for Virtualized PlatformsSaba Ahmadian, Reza Salkhordeh, Onur Mutlu, Hossein Asadi 0001. tpds, 32(10):2415-2433, 2021. [doi]

SneakySnake: a fast and accurate universal genome pre-alignment filter for CPUs, GPUs and FPGAsMohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu. bioinformatics, 36(22-23):5282-5290, 2021. [doi]

Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement LearningRahul Bera, Konstantinos Kanellopoulos, Anant Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu. micro 2021: 1121-1137 [doi]

GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read MappingZülal Bingöl, Mohammed Alser, Onur Mutlu, Ozcan Ozturk 0001, Can Alkan. ipps 2021: 209 [doi]

Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference BottlenecksAmirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu. IEEEpact 2021: 159-172 [doi]

Rethinking software runtimes for disaggregated memoryIrina Calciu, M. Talha Imran, Ivan Puddu, Sanidhya Kashyap, Hasan Al Maruf, Onur Mutlu, Aasheesh Kolli. asplos 2021: 79-92 [doi]

SynCron: Efficient Synchronization Support for Near-Data-Processing ArchitecturesChristina Giannoula, Nandita Vijaykumar, Nikela Papadopoulou, Vasileios Karakostas, Ivan Fernandez, Juan Gómez-Luna, Lois Orosa 0001, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu. hpca 2021: 263-276 [doi]

Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory HardwareJuan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu. green 2021: 1-7 [doi]

BurstLink: Techniques for Energy-Efficient Video Display for Conventional and Virtual Reality SystemsJawad Haj-Yahya, Jisung Park 0001, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu. micro 2021: 155-169 [doi]

IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern ProcessorsJawad Haj-Yahya, Lois Orosa 0001, Jeremie S. Kim, Juan Gómez-Luna, Abdullah Giray Yaglikçi, Mohammed Alser, Ivan Puddu, Onur Mutlu. isca 2021: 985-998 [doi]

SIMDRAM: a framework for bit-serial SIMD processing using DRAMNastaran Hajinazar, Geraldo F. Oliveira, Sven Gregorio, João Dinis Ferreira, Nika Mansouri-Ghiasi, Minesh Patel, Mohammed Alser, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu. asplos 2021: 329-345 [doi]

Uncovering In-DRAM RowHammer Protection Mechanisms: A New Methodology, Custom RowHammer Patterns, and ImplicationsHasan Hassan, Yahya Can Tugrul, Jeremie S. Kim, Victor van der Veen, Kaveh Razavi, Onur Mutlu. micro 2021: 1198-1213 [doi]

Refresh Triggered Computation: Improving the Energy Efficiency of Convolutional Neural Network AcceleratorsSyed Mohammad Asad Hassan Jafri, Hasan Hassan, Ahmed Hemani, Onur Mutlu. taco, 18(1), 2021. [doi]

Understanding Power Consumption and Reliability of High-Bandwidth Memory with Voltage UnderscalingSeyed Saber Nabavi Larimi, Behzad Salami 0001, Osman S. Unsal, Adrián Cristal Kestelman, Hamid Sarbazi-Azad, Onur Mutlu. date 2021: 517-522 [doi]

Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing WorkloadSherif Abdelmonem Sayed Mohamed, Mohammad Hashem Haghbayan, Antonio Miele, Onur Mutlu, Juha Plosila. iros 2021: 7587-7593 [doi]

Intelligent Architectures for Intelligent Computing SystemsOnur Mutlu. date 2021: 318-323 [doi]

QUAC-TRNG: High-Throughput True Random Number Generation Using Quadruple Row Activation in Commodity DRAM ChipsAtaberk Olgun, Minesh Patel, Abdullah Giray Yaglikçi, Haocong Luo, Jeremie S. Kim, Nisa Bostanci, Nandita Vijaykumar, Oguz Ergin, Onur Mutlu. isca 2021: 944-957 [doi]

DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement BottlenecksGeraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa 0001, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu. access, 9:134457-134502, 2021. [doi]

HARP: Practically and Effectively Identifying Uncorrectable Errors in Memory Chips That Use On-Die Error-Correcting CodesMinesh Patel, Geraldo Francisco de Oliveira Jr., Onur Mutlu. micro 2021: 623-640 [doi]

Highly Concurrent Latency-tolerant Register Files for GPUsMohammad Sadrosadati, Amirhossein Mirhosseini, Ali Hajiabadi, Seyed Borna Ehsani, Hajar Falahati, Hamid Sarbazi-Azad, Mario Drumond, Babak Falsafi, Rachata Ausavarungnirun, Onur Mutlu. tocs, 37(1-4), 2021. [doi]

Modeling FPGA-Based Systems via Few-Shot LearningGagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal. fpga 2021: 146 [doi]

Aging-Aware Request Scheduling for Non-Volatile Main MemoryShihao Song, Anup Das 0001, Onur Mutlu, Nagarajan Kandasamy. aspdac 2021: 657-664 [doi]

BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM RowsAbdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa 0001, Hasan Hassan, Jisung Park 0001, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu. hpca 2021: 345-358 [doi]

G-TADOC: Enabling Efficient GPU-Based Text Analytics without DecompressionFeng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du 0001. icde 2021: 1679-1690 [doi]

2020

An Experimental Study of Reduced-Voltage Operation in Modern FPGAs for Neural Network AccelerationBehzad Salami 0001, Erhan Baturay Onural, Ismail Emir Yuksel, Fahrettin Koc, Oguz Ergin, Adrián Cristal Kestelman, Osman S. Unsal, Hamid Sarbazi-Azad, Onur Mutlu. dsn 2020: 138-149 [doi]

Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road AheadMuhammad Shafique 0001, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi. dt, 37(2):30-57, 2020. [doi]

Enabling Efficient Random Access to Hierarchically-Compressed DataFeng Zhang 0007, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du 0001. icde 2020: 1069-1080 [doi]

Accelerating Genome Analysis: A Primer on an Ongoing JourneyMohammed Alser, Zülal Bingöl, Damla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu. micro, 40(5):65-75, 2020. [doi]

GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence AnalysisDamla 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. micro 2020: 951-966 [doi]

Are We Susceptible to Rowhammer? An End-to-End Methodology for Cloud ProvidersLucian Cojocar, Jeremie S. Kim, Minesh Patel, Lillian Tsai, Stefan Saroiu, Alec Wolman, Onur Mutlu. sp 2020: 712-728 [doi]

Rethinking Divide and Conquer - Towards Holistic Interfaces of the Computing StackSchahram Dustdar, Onur Mutlu, Nandita Vijaykumar. internet, 24(6):45-57, 2020. [doi]

NATSA: A Near-Data Processing Accelerator for Time Series AnalysisIvan Fernandez, Ricardo Quislant, Eladio Gutiérrez, Oscar G. Plata, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu. iccd 2020: 120-129 [doi]

Apollo: a sequencing-technology-independent, scalable and accurate assembly polishing algorithmCan Firtina, Jeremie S. Kim, Mohammed Alser, Damla Senol Cali, A. Ercument Cicek, Can Alkan, Onur Mutlu. bioinformatics, 36(12):3669-3679, 2020. [doi]

TRRespass: Exploiting the Many Sides of Target Row RefreshPietro Frigo, Emanuele Vannacci, Hasan Hassan, Victor van der Veen, Onur Mutlu, Cristiano Giuffrida, Herbert Bos, Kaveh Razavi. sp 2020: 747-762 [doi]

Optically Connected Memory for Disaggregated Data CentersJorge González, Alexander Gazman, Maarten Hattink, Mauricio G. Palma, Meisam Bahadori, Ruth Rubio-Noriega, Lois Orosa 0001, Madeleine Glick, Onur Mutlu, Keren Bergman, Rodolfo Azevedo. sbac-pad 2020: 43-50 [doi]

FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient MicroprocessorsJawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Lois Orosa 0001, Efraim Rotem, Avi Mendelson, Anupam Chattopadhyay, Onur Mutlu. micro 2020: 1051-1066 [doi]

SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile ProcessorsJawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim, Abdullah Giray Yaglikçi, Nandita Vijaykumar, Efraim Rotem, Onur Mutlu. isca 2020: 227-240 [doi]

Techniques for Reducing the Connected-Standby Energy Consumption of Mobile DevicesJawad Haj-Yahya, Yanos Sazeides, Mohammed Alser, Efraim Rotem, Onur Mutlu. hpca 2020: 623-636 [doi]

The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory FrameworkNastaran Hajinazar, Pratyush Patel, Minesh Patel, Konstantinos Kanellopoulos, Saugata Ghose, Rachata Ausavarungnirun, Geraldo F. Oliveira, Jonathan Appavoo, Vivek Seshadri, Onur Mutlu. isca 2020: 1050-1063 [doi]

The Non-{IIDKevin Hsieh, Amar Phanishayee, Onur Mutlu, Phillip B. Gibbons. icml 2020: 4387-4398 [doi]

Boyi: A Systematic Framework for Automatically Deciding the Right Execution Model of OpenCL Applications on FPGAsJiantong Jiang, Zeke Wang, Xue Liu, Juan Gómez-Luna, Nan Guan, Qingxu Deng, Wei Zhang, Onur Mutlu. fpga 2020: 299-309 [doi]

Evanesco: Architectural Support for Efficient Data Sanitization in Modern Flash-Based Storage SystemsMyungsuk Kim, Jisung Park, Genhee Cho, Yoona Kim, Lois Orosa, Onur Mutlu, Jihong Kim. asplos 2020: 1311-1326 [doi]

Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation TechniquesJeremie S. Kim, Minesh Patel, Abdullah Giray Yaglikçi, Hasan Hassan, Roknoddin Azizi, Lois Orosa, Onur Mutlu. isca 2020: 638-651 [doi]

CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-OffHaocong Luo, Taha Shahroodi, Hasan Hassan, Minesh Patel, Abdullah Giray Yaglikçi, Lois Orosa, Jisung Park, Onur Mutlu. isca 2020: 666-679 [doi]

Intelligent Architectures for Intelligent MachinesOnur Mutlu. vlsi-dat 2020: 1-4 [doi]

RowHammer: A RetrospectiveOnur Mutlu, Jeremie S. Kim. tcad, 39(8):1555-1571, 2020. [doi]

Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention CharacteristicsMinesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu. micro 2020: 282-297 [doi]

NoM: Network-on-Memory for Inter-Bank Data Transfer in Highly-Banked MemoriesSeyyed Hossein Seyyedaghaei Rezaei, Mehdi Modarressi, Rachata Ausavarungnirun, Mohammad Sadrosadati, Onur Mutlu, Masoud Daneshtalab. cal, 19(1):80-83, 2020. [doi]

NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction ModelingGagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal. fpl 2020: 9-17 [doi]

Improving phase change memory performance with data content aware accessShihao Song, Anup Das 0001, Onur Mutlu, Nagarajan Kandasamy. iwmm 2020: 30-47 [doi]

Guest Editorial: Robust Resource-Constrained Systems for Machine LearningTheocharis Theocharides, Muhammad Shafique 0001, Jungwook Choi, Onur Mutlu. dt, 37(2):5-7, 2020. [doi]

FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and CachingYaohua Wang, Lois Orosa 0001, Xiangjun Peng, Yang Guo 0003, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu. micro 2020: 313-328 [doi]

WoLFRaM: Enhancing Wear-Leveling and Fault Tolerance in Resistive Memories using Programmable Address DecodersLeonid Yavits, Lois Orosa 0001, Suyash Mahar, João Dinis Ferreira, Mattan Erez, Ran Ginosar, Onur Mutlu. iccd 2020: 187-196 [doi]

Accelerating B-spline interpolation on GPUs: Application to medical image registrationOrestis Zachariadis, Andrea Teatini, Nitin Satpute, Juan Gómez-Luna, Onur Mutlu, Ole Jakob Elle, Joaquín Olivares. cmpb, 193:105431, 2020. [doi]

2019

A Framework for Memory Oversubscription Management in Graphics Processing UnitsChen Li 0015, Rachata Ausavarungnirun, Christopher J. Rossbach, Youtao Zhang, Onur Mutlu, Yang Guo, Jun Yang. asplos 2019: 49-63 [doi]

Shouji: a fast and efficient pre-alignment filter for sequence alignmentMohammed Alser, Hasan Hassan, Akash Kumar 0001, Onur Mutlu, Can Alkan. bioinformatics, 35(21):4255-4263, 2019. [doi]

DSPatch: Dual Spatial Pattern PrefetcherRahul Bera, Anant V. Nori, Onur Mutlu, Sreenivas Subramoney. micro 2019: 531-544 [doi]

CoNDA: efficient cache coherence support for near-data acceleratorsAmirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Rachata Ausavarungnirun, Kevin Hsieh, Nastaran Hajinazar, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu. isca 2019: 629-642 [doi]

Project PBerry: FPGA Acceleration for Remote MemoryIrina Calciu, Ivan Puddu, Aasheesh Kolli, Andreas Nowatzyk, Jayneel Gandhi, Onur Mutlu, Pratap Subrahmanyam. hotos 2019: 127-135 [doi]

Nanopore sequencing technology and tools for genome assembly: computational analysis of the current state, bottlenecks and future directionsDamla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu. bib, 20(4):1542-1559, 2019. [doi]

Demystifying Complex Workload-DRAM Interactions: An Experimental StudySaugata Ghose, Tianshi Li, Nastaran Hajinazar, Damla Senol Cali, Onur Mutlu. sigmetrics 2019: 93 [doi]

Demystifying Complex Workload-DRAM Interactions: An Experimental StudySaugata Ghose, Tianshi Li, Nastaran Hajinazar, Damla Senol Cali, Onur Mutlu. pomacs, 3(3), 2019. [doi]

Processing-in-memory: A workload-driven perspectiveSaugata Ghose, Amirali Boroumand, Jeremie S. Kim, Juan Gómez-Luna, Onur Mutlu. ibmrd, 63(6), 2019. [doi]

CROW: a low-cost substrate for improving DRAM performance, energy efficiency, and reliabilityHasan Hassan, Minesh Patel, Jeremie S. Kim, Abdullah Giray Yaglikçi, Nandita Vijaykumar, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu. isca 2019: 129-142 [doi]

Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA ArchitecturesSitao 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. wosp 2019: 79-90 [doi]

SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix OperationsKonstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu. micro 2019: 600-614 [doi]

D-RaNGe: Using Commodity DRAM Devices to Generate True Random Numbers with Low Latency and High ThroughputJeremie S. Kim, Minesh Patel, Hasan Hassan, Lois Orosa, Onur Mutlu. hpca 2019: 582-595 [doi]

EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAMSkanda Koppula, Lois Orosa, Abdullah Giray Yaglikçi, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu. micro 2019: 166-181 [doi]

Processing Data Where It Makes Sense in Modern Computing Systems: Enabling In-Memory ComputationOnur Mutlu. glvlsi 2019: 5-6 [doi]

RowHammer and BeyondOnur Mutlu. cosade 2019: 3-12 [doi]

Enabling Practical Processing in and near Memory for Data-Intensive ComputingOnur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun. dac 2019: 21 [doi]

Processing data where it makes sense: Enabling in-memory computationOnur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun. mam, 67:28-41, 2019. [doi]

AVPP: Address-first Value-next Predictor with Value Prefetching for Improving the Efficiency of Load Value PredictionLois Orosa, Rodolfo Azevedo, Onur Mutlu. taco, 15(4), 2019. [doi]

Understanding and Modeling On-Die Error Correction in Modern DRAM: An Experimental Study Using Real DevicesMinesh Patel, Jeremie S. Kim, Hasan Hassan, Onur Mutlu. dsn 2019: 13-25 [doi]

ITAP: Idle-Time-Aware Power Management for GPU Execution UnitsMohammad Sadrosadati, Seyed Borna Ehsani, Hajar Falahati, Rachata Ausavarungnirun, Arash Tavakkol, Mojtaba Abaee, Lois Orosa, Yaohua Wang, Hamid Sarbazi-Azad, Onur Mutlu. taco, 16(1), 2019. [doi]

An Analytical Model for Performance and Lifetime Estimation of Hybrid DRAM-NVM Main MemoriesReza Salkhordeh, Onur Mutlu, Hossein Asadi. TC, 68(8):1114-1130, 2019. [doi]

NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble LearningGagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal. dac 2019: 27 [doi]

Enabling and Exploiting Partition-Level Parallelism (PALP) in Phase Change MemoriesShihao Song, Anup Das 0001, Onur Mutlu, Nagarajan Kandasamy. tecs, 18(5s), 2019. [doi]

Panthera: holistic memory management for big data processing over hybrid memoriesChenxi Wang, Huimin Cui, Ting Cao, John Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng 0002, Guoqing Harry Xu. PLDI 2019: 347-362 [doi]

Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision LearningZeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu. pvldb, 12(7):807-821, 2019. [doi]

Towards Breaking the Memory Bandwidth Wall Using Approximate Value PredictionAmir Yazdanbakhsh, Gennady Pekhimenko, Hadi Esmaeilzadeh, Onur Mutlu, Todd C. Mowry. In Sherief Reda, Muhammad Shafique 0001, editors, Approximate Circuits, Methodologies and CAD. pages 417-441, Springer, 2019. [doi]

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