| 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 …, 0 | 247* | |
| 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, ... Proceedings of the 43rd International Symposium on Computer Architecture …, 2016 | 194 | 2016 |
| Fast bulk bitwise AND and OR in DRAM V Seshadri, K Hsieh, A Boroum, D Lee, MA Kozuch, O Mutlu, PB Gibbons, ... IEEE Computer Architecture Letters 14 (2), 127-131, 2015 | 164 | 2015 |
| Understanding latency variation in modern DRAM chips: Experimental characterization, analysis, and optimization KK Chang, A Kashyap, H Hassan, S Ghose, K Hsieh, D Lee, T Li, ... Proceedings of the 2016 ACM SIGMETRICS International Conference on …, 2016 | 159 | 2016 |
| Focus: Querying large video datasets with low latency and low cost K Hsieh, G Ananthanarayanan, P Bodik, S Venkataraman, P Bahl, ... 13th {USENIX} Symposium on Operating Systems Design and Implementation …, 2018 | 145 | 2018 |
| 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 | 142 | 2016 |
| LazyPIM: An Efficient Cache Coherence Mechanism for Processing-in-Memory A Boroumand, S Ghose, B Lucia, K Hsieh, K Malladi, H Zheng, O Mutlu IEEE Computer Architecture Letters, 2016 | 133 | 2016 |
| The non-iid data quagmire of decentralized machine learning K Hsieh, A Phanishayee, O Mutlu, P Gibbons International Conference on Machine Learning, 4387-4398, 2020 | 83 | 2020 |
| 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 | 60 | 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 | 49 | 2018 |
| Enabling the Adoption of Processing-in-Memory: Challenges, Mechanisms, Future Research Directions S Ghose, K Hsieh, A Boroumand, R Ausavarungnirun, O Mutlu arXiv preprint arXiv:1802.00320, 2018 | 43 | 2018 |
| CoNDA: efficient cache coherence support for near-data accelerators A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, R Ausavarungnirun, ... Proceedings of the 46th International Symposium on Computer Architecture …, 2019 | 37 | 2019 |
| 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 | 34 | 2018 |
| Toward standardized near-data processing with unrestricted data placement for GPUs G Kim, N Chatterjee, M O'Connor, K Hsieh Proceedings of the International Conference for High Performance Computing …, 2017 | 27 | 2017 |
| The Processing-in-Memory Paradigm: Mechanisms to Enable Adoption S Ghose, K Hsieh, A Boroumand, R Ausavarungnirun, O Mutlu Beyond-CMOS Technologies for Next Generation Computer Design, 133-194, 2019 | 21 | 2019 |
| LazyPIM: Efficient Support for Cache Coherence in Processing-in-Memory Architectures A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, N Hajinazar, ... arXiv preprint arXiv:1706.03162, 2017 | 13 | 2017 |
| Machine learning systems for highly-distributed and rapidly-growing data K Hsieh Carnegie Mellon University, 2019 | 3 | 2019 |
| Interpret-able feedback for AutoML systems B Arzani, K Hsieh, H Chen arXiv preprint arXiv:2102.11267, 2021 | 1 | 2021 |
| Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers R Bhardwaj, Z Xia, G Ananthanarayanan, J Jiang, N Karianakis, Y Shu, ... arXiv preprint arXiv:2012.10557, 2020 | 1 | 2020 |
| Flexible-Latency DRAM: Understanding and Exploiting Latency Variation in Modern DRAM Chips KK Chang, A Kashyap, H Hassan, S Ghose, K Hsieh, D Lee, T Li, ... arXiv preprint arXiv:1805.03154, 2018 | 1 | 2018 |
Onur MutluETH Zürich and Carnegie Mellon UniversityVerified email at inf.ethz.ch
