Prakalp Srivastava

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Machine Learning

Learning Algorithm

Benchmark Data Sets

Top Venues

Proc. ACM Program. Lang.

Publications

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 (2023)
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) (2019)
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) (2019)
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)
Maria Kotsifakou, Prakalp Srivastava, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve
HPVM: heterogeneous parallel virtual machine. PPOPP (2018)
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)
Prakalp Srivastava, Maria Kotsifakou, Vikram S. Adve
HPVM: A Portable Virtual Instruction Set for Heterogeneous Parallel Systems. CoRR (2016)
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)
Renato Mancuso, Prakalp Srivastava, Deming Chen, Marco Caccamo
A hardware architecture to deploy complex multiprocessor scheduling algorithms. RTCSA (2014)