Kevin Hsieh
TitleCited byYear
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
1162016
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
109*
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, ...
ACM SIGMETRICS Performance Evaluation Review 44 (1), 323-336, 2016
1062016
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
1062015
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
832016
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
792016
Zorua: A holistic approach to resource virtualization in GPUs
N Vijaykumar, K Hsieh, G Pekhimenko, S Khan, A Shrestha, S Ghose, ...
The 49th Annual IEEE/ACM International Symposium on Microarchitecture, 15, 2016
392016
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
342018
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
182018
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
172018
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
112019
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
112017
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
102018
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
82017
CoNDA: Efficient Cache Coherence Support for Near-Data Accelerators
A Boroumand, S Ghose, M Patel, H Hassan, B Lucia, R Ausavarungnirun, ...
52019
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
12018
Decoupling GPU Programming Models from Resource Management for Enhanced Programming Ease, Portability, and Performance
N Vijaykumar, K Hsieh, G Pekhimenko, S Khan, A Shrestha, S Ghose, ...
arXiv preprint arXiv:1805.02498, 2018
12018
The Non-IID Data Quagmire of Decentralized Machine Learning
K Hsieh, A Phanishayee, O Mutlu, PB Gibbons
arXiv preprint arXiv:1910.00189, 2019
2019
Zorua: Enhancing Programming Ease, Portability, and Performance in GPUs by Decoupling Programming Models from Resource Management
N Vijaykumar, K Hsieh, G Pekhimenko, S Khan, A Shrestha, S Ghose, ...
arXiv preprint arXiv:1802.02573, 2018
2018
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Articles 1–19