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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
- 2023
[i200]André Santos, João Dinis Ferreira, Onur Mutlu, Gabriel Falcão:
RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs. CoRR abs/2301.06193 (2023)- [i199]Lukas Breitwieser, Ahmad Hesam, Fons Rademakers, Juan Gómez-Luna, Onur Mutlu:
High-Performance and Scalable Agent-Based Simulation with BioDynaMo. CoRR abs/2301.06984 (2023) - 2022
- [j102]Rachata Ausavarungnirun, Onur Mutlu:
Chapter Eight - The design of an energy-efficient deflection-based on-chip network. Adv. Comput. 124: 257-318 (2022) - [j101]Juan Gómez-Luna
, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu:
Benchmarking a New Paradigm: Experimental Analysis and Characterization of a Real Processing-in-Memory System. IEEE Access 10: 52565-52608 (2022) - [j100]Taha Shahroodi, Mahdi Zahedi, Can Firtina, Mohammed Alser, Stephan Wong, Onur Mutlu, Said Hamdioui:
Demeter: A Fast and Energy-Efficient Food Profiler Using Hyperdimensional Computing in Memory. IEEE Access 10: 82493-82510 (2022) - [j99]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: a modular platform for high-performance agent-based simulation. Bioinform. 38(2): 453-460 (2022) - [j98]Jeremie S. Kim, Can Firtina, Meryem Banu Cavlak, Damla Senol Cali, Can Alkan, Onur Mutlu:
FastRemap: a tool for quickly remapping reads between genome assemblies. Bioinform. 38(19): 4633-4635 (2022) - [j97]Hai Li, Alaa R. Alameldeen, Onur Mutlu:
Guest Editors' Introduction: Near-Memory and In-Memory Processing. IEEE Des. Test 39(2): 46-47 (2022) - [j96]Jorge González, Mauricio G. Palma, Maarten Hattink, Ruth Rubio-Noriega, Lois Orosa, Onur Mutlu, Keren Bergman, Rodolfo Azevedo:
Optically connected memory for disaggregated data centers. J. Parallel Distributed Comput. 163: 300-312 (2022) - [j95]Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu:
Accelerating Neural Network Inference With Processing-in-DRAM: From the Edge to the Cloud. IEEE Micro 42(6): 25-38 (2022) - [j94]Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. Proc. ACM Meas. Anal. Comput. Syst. 6(1): 21:1-21:49 (2022) - [j93]Nandita Vijaykumar, Ataberk Olgun, Konstantinos Kanellopoulos, F. Nisa Bostanci, Hasan Hassan, Mehrshad Lotfi, Phillip B. Gibbons, Onur Mutlu:
MetaSys: A Practical Open-source Metadata Management System to Implement and Evaluate Cross-layer Optimizations. ACM Trans. Archit. Code Optim. 19(2): 26:1-26:29 (2022) - [j92]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression. IEEE Trans. Parallel Distributed Syst. 33(2): 459-475 (2022) - [j91]Zaifeng Pan, Feng Zhang, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
Exploring Data Analytics Without Decompression on Embedded GPU Systems. IEEE Trans. Parallel Distributed Syst. 33(7): 1553-1568 (2022) - [j90]Mostafa Hadizadeh, Elham Cheshmikhani, Maysam Rahmanpour, Onur Mutlu, Hossein Asadi:
CoPA: Cold Page Awakening to Overcome Retention Failures in STT-MRAM Based I/O Buffers. IEEE Trans. Parallel Distributed Syst. 33(10): 2304-2317 (2022) - [j89]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu:
Accelerating Weather Prediction Using Near-Memory Reconfigurable Fabric. ACM Trans. Reconfigurable Technol. Syst. 15(4): 39:1-39:27 (2022) - [c271]Nika Mansouri-Ghiasi, Jisung Park, 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:
GenStore: a high-performance in-storage processing system for genome sequence analysis. ASPLOS 2022: 635-654 - [c270]Mhd Ghaith Olabi, Juan Gómez-Luna, Onur Mutlu, Wen-Mei Hwu, Izzat El Hajj:
A Compiler Framework for Optimizing Dynamic Parallelism on GPUs. CGO 2022: 1-13 - [c269]Abdullah Giray Yaglikçi, Haocong Luo, Geraldo F. de Oliviera, Ataberk Olgun, Minesh Patel, Jisung Park, Hasan Hassan, Jeremie S. Kim, Lois Orosa, Onur Mutlu:
Understanding RowHammer Under Reduced Wordline Voltage: An Experimental Study Using Real DRAM Devices. DSN 2022: 475-487 - [c268]Jisung Park, Jeonggyun Kim, Yeseong Kim, Sungjin Lee, Onur Mutlu:
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression. FAST 2022: 247-264 - [c267]F. Nisa Bostanci, Ataberk Olgun, Lois Orosa, Abdullah Giray Yaglikçi, Jeremie S. Kim, Hasan Hassan, Oguz Ergin, Onur Mutlu:
DR-STRaNGe: End-to-End System Design for DRAM-based True Random Number Generators. HPCA 2022: 1141-1155 - [c266]Jawad Haj-Yahya, Jeremie S. Kim, Abdullah Giray Yaglikçi, Jisung Park, Efraim Rotem, Yanos Sazeides, Onur Mutlu:
DarkGates: A Hybrid Power-Gating Architecture to Mitigate the Performance Impact of Dark-Silicon in High Performance Processors. HPCA 2022: 1170-1183 - [c265]Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu:
Polynesia: Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Co-Design. ICDE 2022: 2997-3011 - [c264]Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu:
Algorithmic Improvement and GPU Acceleration of the GenASM Algorithm. IPDPS Workshops 2022: 162 - [c263]Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj:
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory. IPDPS Workshops 2022: 163 - [c262]Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu:
Sibyl: adaptive and extensible data placement in hybrid storage systems using online reinforcement learning. ISCA 2022: 320-336 - [c261]Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu:
SeGraM: a universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping. ISCA 2022: 638-655 - [c260]Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu:
Methodologies, Workloads, and Tools for Processing-in-Memory: Enabling the Adoption of Data-Centric Architectures. ISVLSI 2022: 261-266 - [c259]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques. ISVLSI 2022: 267-272 - [c258]Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu:
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases. ISVLSI 2022: 273-278 - [c257]Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
Exploiting Near-Data Processing to Accelerate Time Series Analysis. ISVLSI 2022: 279-282 - [c256]Nika Mansouri-Ghiasi, Jisung Park, 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:
GenStore: In-Storage Filtering of Genomic Data for High-Performance and Energy-Efficient Genome Analysis. ISVLSI 2022: 283-287 - [c255]Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. ISVLSI 2022: 288-291 - [c254]Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu:
Machine Learning Training on a Real Processing-in-Memory System. ISVLSI 2022: 292-295 - [c253]Rahul Bera, Konstantinos Kanellopoulos, Shankar Balachandran, David Novo, Ataberk Olgun, Mohammad Sadrosadati, Onur Mutlu:
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction. MICRO 2022: 1-18 - [c252]Sina Darabi, Mohammad Sadrosadati, Negar Akbarzadeh, Joël Lindegger, Mohammad Hosseini, Jisung Park, Juan Gómez-Luna, Onur Mutlu, Hamid Sarbazi-Azad:
Morpheus: Extending the Last Level Cache Capacity in GPU Systems Using Idle GPU Core Resources. MICRO 2022: 228-244 - [c251]Haiyu Mao, Mohammed Alser, Mohammad Sadrosadati, Can Firtina, Akanksha Baranwal, Damla Senol Cali, Aditya Manglik, Nour Almadhoun Alserr, Onur Mutlu:
GenPIP: In-Memory Acceleration of Genome Analysis via Tight Integration of Basecalling and Read Mapping. MICRO 2022: 710-726 - [c250]Abdullah Giray Yaglikçi, Ataberk Olgun, Minesh Patel, Haocong Luo, Hasan Hassan, Lois Orosa, Oguz Ergin, Onur Mutlu:
HiRA: Hidden Row Activation for Reducing Refresh Latency of Off-the-Shelf DRAM Chips. MICRO 2022: 815-834 - [c249]Jawad Haj-Yahya, Haris Volos, Davide B. Bartolini, Georgia Antoniou, Jeremie S. Kim, Zhe Wang, Kleovoulos Kalaitzidis, Tom Rollet, Zhirui Chen, Ye Geng, Onur Mutlu, Yiannakis Sazeides:
AgileWatts: An Energy-Efficient CPU Core Idle-State Architecture for Latency-Sensitive Server Applications. MICRO 2022: 835-850 - [c248]João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu:
pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables. MICRO 2022: 900-919 - [c247]Jisung Park, Roknoddin Azizi, Geraldo F. Oliveira, Mohammad Sadrosadati, Rakesh Nadig, David Novo, Juan Gómez-Luna, Myungsuk Kim, Onur Mutlu:
Flash-Cosmos: In-Flash Bulk Bitwise Operations Using Inherent Computation Capability of NAND Flash Memory. MICRO 2022: 937-955 - [c246]Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Architectures. SIGMETRICS (Abstracts) 2022: 33-34 - [i198]Nisa Bostanci, Ataberk Olgun, Lois Orosa, Abdullah Giray Yaglikçi, Jeremie S. Kim, Hasan Hassan, Oguz Ergin, Onur Mutlu:
DR-STRaNGe: End-to-End System Design for DRAM-based True Random Number Generators. CoRR abs/2201.01385 (2022) - [i197]Mhd Ghaith Olabi, Juan Gómez-Luna, Onur Mutlu, Wen-Mei W. Hwu, Izzat El Hajj:
A Compiler Framework for Optimizing Dynamic Parallelism on GPUs. CoRR abs/2201.02789 (2022) - [i196]Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
SparseP: Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR abs/2201.05072 (2022) - [i195]Lois Orosa, Skanda Koppula, Yaman Umuroglu, Konstantinos Kanellopoulos, Juan Gómez-Luna, Michaela Blott, Kees A. Vissers, Onur Mutlu:
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators. CoRR abs/2202.02310 (2022) - [i194]Nika Mansouri-Ghiasi, Jisung Park, 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:
GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis. CoRR abs/2202.10400 (2022) - [i193]Jisung Park, Jeoggyun Kim, Yeseong Kim, Sungjin Lee, Onur Mutlu:
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression. CoRR abs/2202.10584 (2022) - [i192]Mostafa Hadizadeh, Elham Cheshmikhani, Maysam Rahmanpour, Onur Mutlu, Hossein Asadi:
CoPA: Cold Page Awakening to Overcome Retention Failures in STT-MRAM Based I/O Buffers. CoRR abs/2202.13409 (2022) - [i191]Jawad Haj-Yahya, Haris Volos, Davide B. Bartolini, Georgia Antoniou, Jeremie S. Kim, Zhe Wang, Kleovoulos Kalaitzidis, Tom Rollet, Zhirui Chen, Ye Geng, Onur Mutlu, Yiannakis Sazeides:
AgileWatts: An Energy-Efficient CPU Core Idle-State Architecture for Latency-Sensitive Server Applications. CoRR abs/2203.02550 (2022) - [i190]Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu:
Algorithmic Improvement and GPU Acceleration of the GenASM Algorithm. CoRR abs/2203.15561 (2022) - [i189]Mohammed Alser, Sharon Waymost, Ram Ayyala, Brendan Lawlor, Richard J. Abdill, Neha Rajkumar, Nathan LaPierre, Jaqueline J. Brito, Andre M. Ribeiro-dos-Santos, Can Firtina, Nour Almadhoun, Varuni Sarwal, Eleazar Eskin, Qiyang Hu, Derek Strong, Byoung-Do Kim, Malak S. Abedalthagafi, Onur Mutlu, Serghei Mangul:
Packaging, containerization, and virtualization of computational omics methods: Advances, challenges, and opportunities. CoRR abs/2203.16261 (2022) - [i188]Christina Giannoula, Ivan Fernandez, Juan Gómez-Luna, Nectarios Koziris, Georgios I. Goumas, Onur Mutlu:
Towards Efficient Sparse Matrix Vector Multiplication on Real Processing-In-Memory Systems. CoRR abs/2204.00900 (2022) - [i187]Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj:
High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory. CoRR abs/2204.02085 (2022) - [i186]Minesh Patel, Taha Shahroodi, Aditya Manglik, Abdullah Giray Yaglikçi, Ataberk Olgun, Haocong Luo, Onur Mutlu:
A Case for Transparent Reliability in DRAM Systems. CoRR abs/2204.10378 (2022) - [i185]Amirali Boroumand, Saugata Ghose, Geraldo F. Oliveira, Onur Mutlu:
Enabling High-Performance and Energy-Efficient Hybrid Transactional/Analytical Databases with Hardware/Software Cooperation. CoRR abs/2204.11275 (2022) - [i184]Damla Senol Cali, Konstantinos Kanellopoulos, Joël Lindegger, Zülal Bingöl, Gurpreet S. Kalsi, Ziyi Zuo, Can Firtina, Meryem Banu Cavlak, Jeremie S. Kim, Nika Mansouri-Ghiasi, Gagandeep Singh, Juan Gómez-Luna, Nour Almadhoun Alserr, Mohammed Alser, Sreenivas Subramoney, Can Alkan, Saugata Ghose, Onur Mutlu:
SeGraM: A Universal Hardware Accelerator for Genomic Sequence-to-Graph and Sequence-to-Sequence Mapping. CoRR abs/2205.05883 (2022) - [i183]Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu:
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning. CoRR abs/2205.07394 (2022) - [i182]Mohammed Alser, Joël Lindegger, Can Firtina, Nour Almadhoun, Haiyu Mao, Gagandeep Singh, Juan Gómez-Luna, Onur Mutlu:
Going From Molecules to Genomic Variations to Scientific Discovery: Intelligent Algorithms and Architectures for Intelligent Genome Analysis. CoRR abs/2205.07957 (2022) - [i181]Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu:
Methodologies, Workloads, and Tools for Processing-in-Memory: Enabling the Adoption of Data-Centric Architectures. CoRR abs/2205.14647 (2022) - [i180]Geraldo F. Oliveira, Amirali Boroumand, Saugata Ghose, Juan Gómez-Luna, Onur Mutlu:
Heterogeneous Data-Centric Architectures for Modern Data-Intensive Applications: Case Studies in Machine Learning and Databases. CoRR abs/2205.14664 (2022) - [i179]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: An FPGA-based Framework for End-to-end Evaluation of Processing-in-DRAM Techniques. CoRR abs/2206.00263 (2022) - [i178]Ivan Fernandez, Ricardo Quislant, Christina Giannoula, Mohammed Alser, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
Exploiting Near-Data Processing to Accelerate Time Series Analysis. CoRR abs/2206.00938 (2022) - [i177]Taha Shahroodi, Mahdi Zahedi, Can Firtina, Mohammed Alser, Stephan Wong, Onur Mutlu, Said Hamdioui:
Demeter: A Fast and Energy-Efficient Food Profiler using Hyperdimensional Computing in Memory. CoRR abs/2206.01932 (2022) - [i176]Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu:
Machine Learning Training on a Real Processing-in-Memory System. CoRR abs/2206.06022 (2022) - [i175]Mohammed Alser, Jeremie S. Kim, Nour Almadhoun Alserr, Stefan W. Tell, Onur Mutlu:
COVIDHunter: COVID-19 pandemic wave prediction and mitigation via seasonality-aware modeling. CoRR abs/2206.06692 (2022) - [i174]Abdullah Giray Yaglikçi, Haocong Luo, Geraldo F. de Oliviera, Ataberk Olgun, Minesh Patel, Jisung Park, Hasan Hassan, Jeremie S. Kim, Lois Orosa, Onur Mutlu:
Understanding RowHammer Under Reduced Wordline Voltage: An Experimental Study Using Real DRAM Devices. CoRR abs/2206.09999 (2022) - [i173]Juan Gómez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu:
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System. CoRR abs/2207.07886 (2022) - [i172]Can Firtina, Kamlesh R. Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie S. Kim, Taha Shahroodi, Meryem Banu Cavlak, Joël Lindegger, Mohammed Alser, Juan Gómez-Luna, Sreenivas Subramoney, Onur Mutlu:
ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis. CoRR abs/2207.09765 (2022) - [i171]Hasan Hassan, Ataberk Olgun, Abdullah Giray Yaglikçi, Haocong Luo, Onur Mutlu:
A Case for Self-Managing DRAM Chips: Improving Performance, Efficiency, Reliability, and Security via Autonomous in-DRAM Maintenance Operations. CoRR abs/2207.13358 (2022) - [i170]Ataberk Olgun, F. Nisa Bostanci, Geraldo F. Oliveira, Yahya Can Tugrul, Rahul Bera, Abdullah Giray Yaglikçi, Hasan Hassan, Oguz Ergin, Onur Mutlu:
Sectored DRAM: An Energy-Efficient High-Throughput and Practical Fine-Grained DRAM Architecture. CoRR abs/2207.13795 (2022) - [i169]Safaa Diab, Amir Nassereldine, Mohammed Alser, Juan Gómez-Luna, Onur Mutlu, Izzat El Hajj:
A Framework for High-throughput Sequence Alignment using Real Processing-in-Memory Systems. CoRR abs/2208.01243 (2022) - [i168]Joël Lindegger, Damla Senol Cali, Mohammed Alser, Juan Gómez-Luna, Nika Mansouri-Ghiasi, Onur Mutlu:
Scrooge: A Fast and Memory-Frugal Genomic Sequence Aligner for CPUs, GPUs, and ASICs. CoRR abs/2208.09985 (2022) - [i167]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu:
LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning. CoRR abs/2208.10606 (2022) - [i166]Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler:
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations. CoRR abs/2208.11469 (2022) - [i165]Rahul Bera, Konstantinos Kanellopoulos, Shankar Balachandran, David Novo, Ataberk Olgun, Mohammad Sadrosadati, Onur Mutlu:
Hermes: Accelerating Long-Latency Load Requests via Perceptron-Based Off-Chip Load Prediction. CoRR abs/2209.00188 (2022) - [i164]Jisung Park, Roknoddin Azizi, Geraldo F. Oliveira, Mohammad Sadrosadati, Rakesh Nadig, David Novo, Juan Gómez-Luna, Myungsuk Kim, Onur Mutlu:
Flash-Cosmos: In-Flash Bulk Bitwise Operations Using Inherent Computation Capability of NAND Flash Memory. CoRR abs/2209.05566 (2022) - [i163]Haiyu Mao, Mohammed Alser, Mohammad Sadrosadati, Can Firtina, Akanksha Baranwal, Damla Senol Cali, Aditya Manglik, Nour Almadhoun Alserr, Onur Mutlu:
GenPIP: In-Memory Acceleration of Genome Analysis via Tight Integration of Basecalling and Read Mapping. CoRR abs/2209.08600 (2022) - [i162]Geraldo F. Oliveira, Juan Gómez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu:
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud. CoRR abs/2209.08938 (2022) - [i161]Abdullah Giray Yaglikçi, Ataberk Olgun, Minesh Patel, Haocong Luo, Hasan Hassan, Lois Orosa, Oguz Ergin, Onur Mutlu:
HiRA: Hidden Row Activation for Reducing Refresh Latency of Off-the-Shelf DRAM Chips. CoRR abs/2209.10198 (2022) - [i160]Sina Darabi, Mohammad Sadrosadati, Joël Lindegger, Negar Akbarzadeh, Mohammad Hosseini, Jisung Park, Juan Gómez-Luna, Hamid Sarbazi-Azad, Onur Mutlu:
Morpheus: Extending the Last Level Cache Capacity in GPU Systems Using Idle GPU Core Resources. CoRR abs/2209.10914 (2022) - [i159]Lois Orosa, Ulrich Rührmair, Abdullah Giray Yaglikçi, Haocong Luo, Ataberk Olgun, Patrick Jattke, Minesh Patel, Jeremie S. Kim, Kaveh Razavi, Onur Mutlu:
SpyHammer: Using RowHammer to Remotely Spy on Temperature. CoRR abs/2210.04084 (2022) - [i158]Nika Mansouri-Ghiasi, Mohammad Sadrosadati, Geraldo F. Oliveira, Konstantinos Kanellopoulos, Rachata Ausavarungnirun, Juan Gómez-Luna, Aditya Manglik, João Dinis Ferreira, Jeremie S. Kim, Christina Giannoula, Nandita Vijaykumar, Jisung Park, Onur Mutlu:
RevaMp3D: Architecting the Processor Core and Cache Hierarchy for Systems with Monolithically-Integrated Logic and Memory. CoRR abs/2210.08508 (2022) - [i157]Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu:
A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers. CoRR abs/2211.03079 (2022) - [i156]Ivan Fernandez, Aditya Manglik, Christina Giannoula, Ricardo Quislant, Nika Mansouri-Ghiasi, Juan Gómez-Luna, Eladio Gutiérrez, Oscar G. Plata, Onur Mutlu:
Accelerating Time Series Analysis via Processing using Non-Volatile Memories. CoRR abs/2211.04369 (2022) - [i155]Aditya Manglik, Minesh Patel, Haiyu Mao, Behzad Salami, Jisung Park, Lois Orosa, Onur Mutlu:
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators. CoRR abs/2211.05730 (2022) - [i154]Ataberk Olgun, Hasan Hassan, Abdullah Giray Yaglikçi, Yahya Can Tugrul, Lois Orosa, Haocong Luo, Minesh Patel, Oguz Ergin, Onur Mutlu:
DRAM Bender: An Extensible and Versatile FPGA-based Infrastructure to Easily Test State-of-the-art DRAM Chips. CoRR abs/2211.05838 (2022) - [i153]Onur Mutlu, Ataberk Olgun, Abdullah Giray Yaglikçi:
Fundamentally Understanding and Solving RowHammer. CoRR abs/2211.07613 (2022) - [i152]Mohammed Alser, Julien Eudine, Onur Mutlu:
Taming Large-Scale Genomic Analyses via Sparsified Genomics. CoRR abs/2211.08157 (2022) - [i151]Ismail Emir Yüksel, Ataberk Olgun, Behzad Salami, F. Nisa Bostanci, Yahya Can Tugrul, Abdullah Giray Yaglikçi, Nika Mansouri-Ghiasi, Onur Mutlu, Oguz Ergin:
TuRaN: True Random Number Generation Using Supply Voltage Underscaling in SRAMs. CoRR abs/2211.10894 (2022) - [i150]Konstantinos Kanellopoulos, Rahul Bera, Kosta Stojiljkovic, Can Firtina, Rachata Ausavarungnirun, Nastaran Hajinazar, Jisung Park, Nandita Vijaykumar, Onur Mutlu:
Utopia: Efficient Address Translation using Hybrid Virtual-to-Physical Address Mapping. CoRR abs/2211.12205 (2022) - [i149]Meryem Banu Cavlak, Gagandeep Singh, Mohammed Alser, Can Firtina, Joël Lindegger, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Can Alkan, Onur Mutlu:
TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering. CoRR abs/2212.04953 (2022) - [i148]Nika Mansouri-Ghiasi, Nandita Vijaykumar, Geraldo F. Oliveira, Lois Orosa, Ivan Fernandez, Mohammad Sadrosadati, Konstantinos Kanellopoulos, Nastaran Hajinazar, Juan Gómez-Luna, Onur Mutlu:
ALP: Alleviating CPU-Memory Data Movement Overheads in Memory-Centric Systems. CoRR abs/2212.06292 (2022) - 2021
- [j88]Geraldo F. Oliveira, Juan Gómez-Luna, Lois Orosa, Saugata Ghose, Nandita Vijaykumar, Ivan Fernandez, Mohammad Sadrosadati, Onur Mutlu:
DAMOV: A New Methodology and Benchmark Suite for Evaluating Data Movement Bottlenecks. IEEE Access 9: 134457-134502 (2021) - [j87]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) - [j86]Gagandeep Singh, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu:
FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications. IEEE Micro 41(4): 39-48 (2021) - [j85]Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz, Grzegorz Kwasniewski, Lukas Gianinazzi, Jakub Beránek, Kacper Janda, Tobias Holenstein, Sebastian Leisinger, Peter Tatkowski, Esref Özdemir, Adrian Balla, Marcin Copik, Philipp Lindenberger, Marek Konieczny, Onur Mutlu, Torsten Hoefler:
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra. Proc. VLDB Endow. 14(11): 1922-1936 (2021) - [j84]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) - [j83]Lei Chen, Jiacheng Zhao, Chenxi Wang, Ting Cao, John N. Zigman, Haris Volos, Onur Mutlu, Fang Lv, Xiaobing Feng, Guoqing Harry Xu, Huimin Cui:
Unified Holistic Memory Management Supporting Multiple Big Data Processing Frameworks over Hybrid Memories. ACM Trans. Comput. Syst. 39(1-4): 2:1-2:38 (2021) - [j82]Saba Ahmadian, Reza Salkhordeh, Onur Mutlu, Hossein Asadi:
ETICA: Efficient Two-Level I/O Caching Architecture for Virtualized Platforms. IEEE Trans. Parallel Distributed Syst. 32(10): 2415-2433 (2021) - [j81]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) - [c245]Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, Onur Mutlu:
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks. PACT 2021: 159-172 - [c244]