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2020 – today
- 2023
[j29]Alain Denzler, Geraldo F. Oliveira, Nastaran Hajinazar, Rahul Bera, Gagandeep Singh, Juan Gómez-Luna, Onur Mutlu:
Casper: Accelerating Stencil Computations Using Near-Cache Processing. IEEE Access 11: 22136-22154 (2023)- [j28]Ataberk Olgun
, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM. ACM Trans. Archit. Code Optim. 20(1): 8:1-8:31 (2023) - [c55]Lukas Breitwieser, Ahmad Hesam, Fons Rademakers, Juan Gómez-Luna, Onur Mutlu:
High-Performance and Scalable Agent-Based Simulation with BioDynaMo. PPoPP 2023: 174-188 - [i58]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) - [i57]Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu:
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. CoRR abs/2303.03509 (2023) - 2022
- [j27]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) - [j26]Antonio Fuentes-Alventosa, Juan Gómez-Luna, Rafael Medina Carnicer:
GUD-Canny: a real-time GPU-based unsupervised and distributed Canny edge detector. J. Real Time Image Process. 19(3): 591-605 (2022) - [j25]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) - [j24]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) - [j23]Antonio Fuentes-Alventosa, Juan Gómez-Luna, José María González-Linares, Nicolás Guil, Rafael Medina Carnicer:
CAVLCU: an efficient GPU-based implementation of CAVLC. J. Supercomput. 78(6): 7556-7590 (2022) - [j22]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) - [c54]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 - [c53]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 - [c52]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 - [c51]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 - [c50]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 - [c49]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 - [c48]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 - [c47]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 - [c46]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 - [c45]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 - [c44]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 - [c43]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 - [c42]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 - [c41]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 - [c40]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 - [i56]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) - [i55]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) - [i54]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) - [i53]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) - [i52]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) - [i51]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) - [i50]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) - [i49]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) - [i48]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) - [i47]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) - [i46]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) - [i45]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) - [i44]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) - [i43]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) - [i42]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) - [i41]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) - [i40]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) - [i39]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) - [i38]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) - [i37]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) - [i36]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) - [i35]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) - [i34]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) - [i33]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) - [i32]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
- [j21]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) - [j20]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) - [j19]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) - [c39]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. ASPLOS 2021: 329-345 - [c38]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
Modeling FPGA-Based Systems via Few-Shot Learning. FPGA 2021: 146 - [c37]Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu:
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-In-Memory Hardware. IGSC (Workshops) 2021: 1-7 - [c36]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. HPCA 2021: 263-276 - [c35]Lois Orosa, 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:
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations. ISCA 2021: 484-497 - [c34]Jawad Haj-Yahya, Lois Orosa, Jeremie S. Kim, Juan Gómez-Luna, Abdullah Giray Yaglikçi, Mohammed Alser, Ivan Puddu, Onur Mutlu:
IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern Processors. ISCA 2021: 985-998 - [c33]Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu:
BurstLink: Techniques for Energy-Efficient Video Display for Conventional and Virtual Reality Systems. MICRO 2021: 155-169 - [c32]Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Jakub Golinowski, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Nils Blach, Marek Konieczny, Onur Mutlu, Torsten Hoefler:
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems. MICRO 2021: 282-297 - [i31]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) - [i30]Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu:
BurstLink: Techniques for Energy-Efficient Conventional and Virtual Reality Video Display. CoRR abs/2104.05119 (2021) - [i29]Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun, Jakub Beránek, Konstantinos Kanellopoulos, Kacper Janda, Zur Vonarburg-Shmaria, Lukas Gianinazzi, Ioana Stefan, Juan Gómez-Luna, Marcin Copik, Lukas Kapp-Schwoerer, Salvatore Di Girolamo, Marek Konieczny, Onur Mutlu, Torsten Hoefler:
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems. CoRR abs/2104.07582 (2021) - [i28]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: In-DRAM Lookup Tables to Enable Massively Parallel General-Purpose Computation. CoRR abs/2104.07699 (2021) - [i27]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. CoRR abs/2105.03725 (2021) - [i26]Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu:
Benchmarking a New Paradigm: An Experimental Analysis of a Real Processing-in-Memory Architecture. CoRR abs/2105.03814 (2021) - [i25]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: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM. CoRR abs/2105.12839 (2021) - [i24]Jawad Haj-Yahya, Jeremie S. Kim, Abdullah Giray Yaglikçi, Ivan Puddu, Lois Orosa, Juan Gómez-Luna, Mohammed Alser, Onur Mutlu:
IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern Processors. CoRR abs/2106.05050 (2021) - [i23]Lois Orosa, 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:
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations. CoRR abs/2106.05632 (2021) - [i22]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. CoRR abs/2106.06433 (2021) - [i21]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu:
NERO: Accelerating Weather Prediction using Near-Memory Reconfigurable Fabric. CoRR abs/2107.08716 (2021) - [i20]Juan Gómez-Luna, Izzat El Hajj, Ivan Fernandez, Christina Giannoula, Geraldo F. Oliveira, Onur Mutlu:
Benchmarking Memory-Centric Computing Systems: Analysis of Real Processing-in-Memory Hardware. CoRR abs/2110.01709 (2021) - [i19]Ataberk Olgun, Juan Gómez-Luna, Konstantinos Kanellopoulos, Behzad Salami, Hasan Hassan, Oguz Ergin, Onur Mutlu:
PiDRAM: A Holistic End-to-end FPGA-based Framework for Processing-in-DRAM. CoRR abs/2111.00082 (2021) - [i18]Geraldo F. Oliveira, Saugata Ghose, Juan Gómez-Luna, Amirali Boroumand, Alexis Savery, Sonny Rao, Salman Qazi, Gwendal Grignou, Rahul Thakur, Eric Shiu, Onur Mutlu:
Extending Memory Capacity in Consumer Devices with Emerging Non-Volatile Memory: An Experimental Study. CoRR abs/2111.02325 (2021) - [i17]Alain Denzler, Rahul Bera, Nastaran Hajinazar, Gagandeep Singh, Geraldo F. Oliveira, Juan Gómez-Luna, Onur Mutlu:
Casper: Accelerating Stencil Computation using Near-cache Processing. CoRR abs/2112.14216 (2021) - 2020
- [j18]Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares:
Accelerating Chan-Vese model with cross-modality guided contrast enhancement for liver segmentation. Comput. Biol. Medicine 124: 103930 (2020) - [j17]Orestis Zachariadis, Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares:
Accelerating sparse matrix-matrix multiplication with GPU Tensor Cores. Comput. Electr. Eng. 88: 106848 (2020) - [j16]Nitin Satpute, Rabia Naseem, Egidijus Pelanis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Ole Jakob Elle, Joaquín Olivares:
GPU acceleration of liver enhancement for tumor segmentation. Comput. Methods Programs Biomed. 184: 105285 (2020) - [j15]Nitin Satpute, Rabia Naseem, Rafael Palomar, Orestis Zachariadis, Juan Gómez-Luna, Faouzi Alaya Cheikh, Joaquín Olivares:
Fast parallel vessel segmentation. Comput. Methods Programs Biomed. 192: 105430 (2020) - [j14]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) - [c31]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 - [c30]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 - [c29]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 - [c28]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 - [c27]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 - [i16]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) - [i15]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) - [i14]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) - [i13]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) - [i12]Orestis Zachariadis, Nitin Satpute, Juan Gómez-Luna, Joaquín Olivares:
Accelerating Sparse Matrix-Matrix Multiplication with GPU Tensor Cores. CoRR abs/2009.14600 (2020) - [i11]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) - [i10]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
A Modern Primer on Processing in Memory. CoRR abs/2012.03112 (2020) - [i9]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)
2010 – 2019
- 2019
- [j13]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) - [j12]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) - [c26]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 - [c25]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Enabling Practical Processing in and near Memory for Data-Intensive Computing. DAC 2019: 21 - [c24]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 - [c23]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 - [c22]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 - [i8]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) - [i7]Onur Mutlu, Saugata Ghose, Juan Gómez-Luna, Rachata Ausavarungnirun:
Processing Data Where It Makes Sense: Enabling In-Memory Computation. CoRR abs/1903.03988 (2019) - [i6]