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ORCIDPrakalp Srivastava
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2020 – today
- 2023
[i2]Ruihang Lai, Junru Shao, Siyuan Feng, Steven S. Lyubomirsky, Bohan Hou, Wuwei Lin, Zihao Ye, Hongyi Jin, Yuchen Jin, Jiawei Liu
, Lesheng Jin, Yaxing Cai, Ziheng Jiang, Yong Wu, Sunghyun Park, Prakalp Srivastava, Jared G. Roesch, Todd C. Mowry, Tianqi Chen:
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning. CoRR abs/2311.02103 (2023)
2010 – 2019
- 2019
- [b1]Prakalp Srivastava:
Compilers for portable programming of heterogeneous parallel & approximate computing systems. University of Illinois Urbana-Champaign, USA, 2019 - [j2]Mingu Kang, Prakalp Srivastava, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag:
An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms. IEEE Micro 39(5): 64-72 (2019) - [j1]Hashim Sharif, Prakalp Srivastava, Muhammad Huzaifa, Maria Kotsifakou, Keyur Joshi, Yasmin Sarita, Nathan Zhao, Vikram S. Adve, Sasa Misailovic, Sarita V. Adve:
ApproxHPVM: a portable compiler IR for accuracy-aware optimizations. Proc. ACM Program. Lang. 3(OOPSLA): 186:1-186:30 (2019) - 2018
- [c5]Prakalp Srivastava, Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Jungwook Choi, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag:
PROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms. ISCA 2018: 43-56 - [c4]Maria Kotsifakou, Prakalp Srivastava, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve:
HPVM: heterogeneous parallel virtual machine. PPoPP 2018: 68-80 - 2016
- [c3]Prakalp Srivastava, Maria Kotsifakou, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve:
POSTER: hVISC: A Portable Abstraction for Heterogeneous Parallel Systems. PACT 2016: 443-445 - [i1]Prakalp Srivastava, Maria Kotsifakou, Vikram S. Adve:
HPVM: A Portable Virtual Instruction Set for Heterogeneous Parallel Systems. CoRR abs/1611.00860 (2016) - 2015
- [c2]Rakesh Komuravelli, Matthew D. Sinclair, Johnathan Alsop, Muhammad Huzaifa, Maria Kotsifakou, Prakalp Srivastava, Sarita V. Adve, Vikram S. Adve:
Stash: have your scratchpad and cache it too. ISCA 2015: 707-719 - 2014
- [c1]Renato Mancuso, Prakalp Srivastava, Deming Chen, Marco Caccamo:
A hardware architecture to deploy complex multiprocessor scheduling algorithms. RTCSA 2014: 1-10
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