متابعة
Jongse Park
Jongse Park
Associate Professor; School of Computing; KAIST
بريد إلكتروني تم التحقق منه على kaist.ac.kr - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
From high-level deep neural models to FPGAs‏
H Sharma, J Park, D Mahajan, E Amaro, JK Kim, C Shao, A Mishra, ...‏
2016 49th Annual IEEE/ACM International Symposium on Microarchitecture …, 2016‏
6682016
Bit fusion: Bit-level dynamically composable architecture for accelerating deep neural network‏
H Sharma, J Park, N Suda, L Lai, B Chau, JK Kim, V Chandra, ...‏
2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture …, 2018‏
6602018
General-purpose code acceleration with limited-precision analog computation‏
R St. Amant, A Yazdanbakhsh, J Park, B Thwaites, H Esmaeilzadeh, ...‏
ACM SIGARCH Computer Architecture News 42 (3), 505-516, 2014‏
2582014
Tabla: A unified template-based framework for accelerating statistical machine learning‏
D Mahajan, J Park, E Amaro, H Sharma, A Yazdanbakhsh, JK Kim, ...‏
2016 IEEE International Symposium on High Performance Computer Architecture …, 2016‏
2152016
Neural acceleration for GPU throughput processors‏
A Yazdanbakhsh, J Park, H Sharma, P Lotfi-Kamran, H Esmaeilzadeh‏
Proceedings of the 48th international symposium on microarchitecture, 482-493, 2015‏
1422015
A network-centric hardware/algorithm co-design to accelerate distributed training of deep neural networks‏
Y Li, J Park, M Alian, Y Yuan, Z Qu, P Pan, R Wang, A Schwing, ...‏
2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018‏
1062018
Serving heterogeneous machine learning models on {Multi-GPU} servers with {Spatio-Temporal} sharing‏
S Choi, S Lee, Y Kim, J Park, Y Kwon, J Huh‏
2022 USENIX Annual Technical Conference (USENIX ATC 22), 199-216, 2022‏
1032022
Axilog: Language support for approximate hardware design‏
A Yazdanbakhsh, D Mahajan, B Thwaites, J Park, A Nagendrakumar, ...‏
2015 Design, Automation & Test in Europe Conference & Exhibition (DATE), 812-817, 2015‏
972015
Locality-aware dynamic VM reconfiguration on MapReduce clouds‏
J Park, D Lee, B Kim, J Huh, S Maeng‏
Proceedings of the 21st international symposium on High-Performance Parallel …, 2012‏
932012
FlexJava: Language support for safe and modular approximate programming‏
J Park, H Esmaeilzadeh, X Zhang, M Naik, W Harris‏
10th Joint Meeting of the European Software Engineering Conference and the …, 0‏
85*
Dnnweaver: From high-level deep network models to fpga acceleration‏
H Sharma, J Park, E Amaro, B Thwaites, P Kotha, A Gupta, JK Kim, ...‏
the Workshop on Cognitive Architectures, 2016‏
822016
Towards statistical guarantees in controlling quality tradeoffs for approximate acceleration‏
D Mahajan, A Yazdanbakhsh, J Park, B Thwaites, H Esmaeilzadeh‏
ACM SIGARCH Computer Architecture News 44 (3), 66-77, 2016‏
692016
Scale-out acceleration for machine learning‏
J Park, H Sharma, D Mahajan, JK Kim, P Olds, H Esmaeilzadeh‏
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017‏
662017
Rollback-free value prediction with approximate loads‏
B Thwaites, G Pekhimenko, H Esmaeilzadeh, A Yazdanbakhsh, O Mutlu, ...‏
Proceedings of the 23rd international conference on Parallel architectures …, 2014‏
622014
SLO-aware inference scheduler for heterogeneous processors in edge platforms‏
W Seo, S Cha, Y Kim, J Huh, J Park‏
ACM Transactions on Architecture and Code Optimization (TACO) 18 (4), 1-26, 2021‏
382021
AxGames: Towards crowdsourcing quality target determination in approximate computing‏
J Park, E Amaro, D Mahajan, B Thwaites, H Esmaeilzadeh‏
ACM SIGPLAN Notices 51 (4), 623-636, 2016‏
382016
Mixed-signal charge-domain acceleration of deep neural networks through interleaved bit-partitioned arithmetic‏
S Ghodrati, H Sharma, S Kinzer, A Yazdanbakhsh, J Park, NS Kim, ...‏
Proceedings of the ACM International Conference on Parallel Architectures …, 2020‏
332020
Common counters: Compressed encryption counters for secure GPU memory‏
S Na, S Lee, Y Kim, J Park, J Huh‏
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021‏
322021
Multi-model machine learning inference serving with gpu spatial partitioning‏
S Choi, S Lee, Y Kim, J Park, Y Kwon, J Huh‏
arXiv preprint arXiv:2109.01611, 2021‏
282021
Neupims: Npu-pim heterogeneous acceleration for batched llm inferencing‏
G Heo, S Lee, J Cho, H Choi, S Lee, H Ham, G Kim, D Mahajan, J Park‏
Proceedings of the 29th ACM International Conference on Architectural …, 2024‏
252024
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مقالات 1–20