Prakalp Srivastava

According to our database, Prakalp Srivastava authored at least 10 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Relax: Composable Abstractions for End-to-End Dynamic Machine Learning.

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

CoRR, 2023

2019

Compilers for portable programming of heterogeneous parallel & approximate computing systems

Prakalp Srivastava

PhD thesis, 2019

ApproxHPVM: a portable compiler IR for accuracy-aware optimizations.

Hashim Sharif, Prakalp Srivastava, Muhammad Huzaifa, Maria Kotsifakou, Keyur Joshi, Yasmin Sarita, Nathan Zhao, Vikram S. Adve, Sasa Misailovic, Sarita V. Adve

Proc. ACM Program. Lang., 2019

An Energy-Efficient Programmable Mixed-Signal Accelerator for Machine Learning Algorithms.

Mingu Kang, Prakalp Srivastava, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag

IEEE Micro, 2019

2018

HPVM: heterogeneous parallel virtual machine.

Maria Kotsifakou, Prakalp Srivastava, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

PROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning Algorithms.

Prakalp Srivastava, Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Jungwook Choi, Vikram S. Adve, Nam Sung Kim, Naresh R. Shanbhag

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

2016

HPVM: A Portable Virtual Instruction Set for Heterogeneous Parallel Systems.

Prakalp Srivastava, Maria Kotsifakou, Vikram S. Adve

CoRR, 2016

POSTER: hVISC: A Portable Abstraction for Heterogeneous Parallel Systems.

Prakalp Srivastava, Maria Kotsifakou, Matthew D. Sinclair, Rakesh Komuravelli, Vikram S. Adve, Sarita V. Adve

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

Stash: have your scratchpad and cache it too.

Rakesh Komuravelli, Matthew D. Sinclair, Johnathan Alsop, Muhammad Huzaifa, Maria Kotsifakou, Prakalp Srivastava, Sarita V. Adve, Vikram S. Adve

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

2014

A hardware architecture to deploy complex multiprocessor scheduling algorithms.

Renato Mancuso, Prakalp Srivastava, Deming Chen, Marco Caccamo

Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014