Daya Shanker Khudia

15 papers A* 2A 3B 3Journal 6
YearRankTypeTitle / Venue / Authors
2022 B conf
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.
IEEE Big Data
Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2021 J jnl
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models.
CoRR
Sihuan Li, Jianyu Huang, Ping Tak Peter Tang, Daya Shanker Khudia, Jongsoo Park, Harish Dattatraya Dixit, Zizhong Chen
2021 J jnl
FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference.
CoRR
Daya Shanker Khudia, Jianyu Huang, Protonu Basu, Summer Deng, Haixin Liu, Jongsoo Park, Mikhail Smelyanskiy
2021 J jnl
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
CoRR
Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2021 J jnl
Low-Precision Hardware Architectures Meet Recommendation Model Inference at Scale.
IEEE Micro
Zhaoxia Deng, Jongsoo Park, Ping Tak Peter Tang, Haixin Liu, Jie Yang, Hector Yuen, Jianyu Huang, Daya Shanker Khudia, Xiaohan Wei, Ellie Wen, Dhruv Choudhary, Raghuraman Krishnamoorthi, Carole-Jean Wu, Nadathur Satish, Changkyu Kim, Maxim Naumov, Sam Naghshineh, Mikhail Smelyanskiy
2018 J jnl
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications.
CoRR
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Shanker Khudia, James Law, Parth Malani, Andrey Malevich, Nadathur Satish, Juan Miguel Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim M. Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy
2016 A conf
BugMD: automatic mismatch diagnosis for bug triaging.
ICCAD
Biruk Mammo, Milind Furia, Valeria Bertacco, Scott A. Mahlke, Daya Shanker Khudia
2016 J jnl
Quality Control for Approximate Accelerators by Error Prediction.
IEEE Des. Test
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
2015 — —
Dependable Computing on Inexact Hardware through Anomaly Detection.
Daya Shanker Khudia
2015 A* conf
Rumba: an online quality management system for approximate computing.
ISCA
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
2014 A* conf
Harnessing Soft Computations for Low-Budget Fault Tolerance.
MICRO
Daya Shanker Khudia, Scott A. Mahlke
2013 A conf
Location-aware cache management for many-core processors with deep cache hierarchy.
SC
Jongsoo Park, Richard M. Yoo, Daya Shanker Khudia, Christopher J. Hughes, Daehyun Kim
2013 B conf
Low cost control flow protection using abstract control signatures.
LCTES
Daya Shanker Khudia, Scott A. Mahlke
2012 B conf
Efficient soft error protection for commodity embedded microprocessors using profile information.
LCTES
Daya Shanker Khudia, Griffin Wright, Scott A. Mahlke
2011 A conf
Post-silicon bug diagnosis with inconsistent executions.
ICCAD
Andrew DeOrio, Daya Shanker Khudia, Valeria Bertacco