Gaia:{Geo-Distributed} machine learning approaching {LAN} speeds K Hsieh, A Harlap, N Vijaykumar, D Konomis, GR Ganger, PB Gibbons, ... 14th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2017 | 558 | 2017 |
Transparent offloading and mapping (TOM) enabling programmer-transparent near-data processing in GPU systems K Hsieh, E Ebrahimi, G Kim, N Chatterjee, M O'Connor, N Vijaykumar, ... ACM SIGARCH Computer Architecture News 44 (3), 204-216, 2016 | 330 | 2016 |
Accelerating pointer chasing in 3D-stacked memory: Challenges, mechanisms, evaluation K Hsieh, S Khan, N Vijaykumar, KK Chang, A Boroumand, S Ghose, ... 2016 IEEE 34th International Conference on Computer Design (ICCD), 25-32, 2016 | 261 | 2016 |
ChargeCache: Reducing DRAM latency by exploiting row access locality H Hassan, G Pekhimenko, N Vijaykumar, V Seshadri, D Lee, O Ergin, ... 2016 IEEE International Symposium on High Performance Computer Architecture …, 2016 | 188 | 2016 |
SoftMC: A flexible and practical open-source infrastructure for enabling experimental DRAM studies H Hassan, N Vijaykumar, S Khan, S Ghose, K Chang, G Pekhimenko, ... 2017 IEEE International Symposium on High Performance Computer Architecture …, 2017 | 152 | 2017 |
A case for core-assisted bottleneck acceleration in GPUs: enabling flexible data compression with assist warps N Vijaykumar, G Pekhimenko, A Jog, A Bhowmick, R Ausavarungnirun, ... ACM SIGARCH Computer Architecture News 43 (3S), 41-53, 2015 | 134 | 2015 |
Smash: Co-designing software compression and hardware-accelerated indexing for efficient sparse matrix operations K Kanellopoulos, N Vijaykumar, C Giannoula, R Azizi, S Koppula, ... Proceedings of the 52nd annual IEEE/ACM international symposium on …, 2019 | 117 | 2019 |
DAMOV: A new methodology and benchmark suite for evaluating data movement bottlenecks GF Oliveira, J Gómez-Luna, L Orosa, S Ghose, N Vijaykumar, I Fernandez, ... IEEE Access 9, 134457-134502, 2021 | 108 | 2021 |
Syncron: Efficient synchronization support for near-data-processing architectures C Giannoula, N Vijaykumar, N Papadopoulou, V Karakostas, I Fernandez, ... 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 99 | 2021 |
Crow: A low-cost substrate for improving dram performance, energy efficiency, and reliability H Hassan, M Patel, JS Kim, AG Yaglikci, N Vijaykumar, NM Ghiasi, ... Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 95 | 2019 |
A case for toggle-aware compression for GPU systems G Pekhimenko, E Bolotin, N Vijaykumar, O Mutlu, TC Mowry, SW Keckler 2016 IEEE International Symposium on High Performance Computer Architecture …, 2016 | 95 | 2016 |
Zorua: A holistic approach to resource virtualization in GPUs N Vijaykumar, K Hsieh, G Pekhimenko, S Khan, A Shrestha, S Ghose, ... 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016 | 85 | 2016 |
The locality descriptor: A holistic cross-layer abstraction to express data locality in GPUs N Vijaykumar, E Ebrahimi, K Hsieh, PB Gibbons, O Mutlu 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018 | 79 | 2018 |
QUAC-TRNG: High-throughput true random number generation using quadruple row activation in commodity DRAM chips A Olgun, M Patel, AG Yağlıkçı, H Luo, JS Kim, FN Bostancı, N Vijaykumar, ... 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021 | 75 | 2021 |
GenStore: A high-performance in-storage processing system for genome sequence analysis N Mansouri Ghiasi, J Park, H Mustafa, J Kim, A Olgun, A Gollwitzer, ... Proceedings of the 27th ACM International Conference on Architectural …, 2022 | 67 | 2022 |
SysScale: Exploiting multi-domain dynamic voltage and frequency scaling for energy efficient mobile processors J Haj-Yahya, M Alser, J Kim, AG Yağlıkçı, N Vijaykumar, E Rotem, O Mutlu 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 51 | 2020 |
A case for richer cross-layer abstractions: Bridging the semantic gap with expressive memory N Vijaykumar, A Jain, D Majumdar, K Hsieh, G Pekhimenko, E Ebrahimi, ... 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018 | 50 | 2018 |
Envidr: Implicit differentiable renderer with neural environment lighting R Liang, H Chen, C Li, F Chen, S Panneer, N Vijaykumar Proceedings of the IEEE/CVF International Conference on Computer Vision, 79-89, 2023 | 43 | 2023 |
Echo: Compiler-based GPU memory footprint reduction for LSTM RNN training B Zheng, N Vijaykumar, G Pekhimenko 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 42 | 2020 |
GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis NM Ghiasi, J Park, H Mustafa, J Kim, A Olgun, A Gollwitzer, DS Cali, ... arXiv preprint arXiv:2202.10400, 2022 | 30 | 2022 |