Swaminathan Sundararaman

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 19

Top Topics

Certainty Factor

Production Process

Lossless Compression

Top Venues

USENIX Annual Technical Conference

ACM Trans. Storage

Publications

Meng Wang, Gus Waldspurger, Swaminathan Sundararaman
A Selective Preprocessing Offloading Framework for Reducing Data Traffic in DL Training. HotStorage (2024)
Moshik Hershcovitch, Leshem Choshen, Andrew Wood, Ilias Enmouri, Peter Chin, Swaminathan Sundararaman, Danny Harnik
Lossless and Near-Lossless Compression for Foundation Models. CoRR (2024)
Talia Gershon, Seetharami Seelam, Brian Belgodere, Milton Bonilla, Lan Hoang, Danny Barnett, I-Hsin Chung, Apoorve Mohan, Ming-Hung Chen, Lixiang Luo, Robert Walkup, Constantinos Evangelinos, Shweta Salaria, Marc Dombrowa, Yoonho Park, Apo Kayi, Liran Schour, Alim Alim, Ali Sydney, Pavlos Maniotis, Laurent Schares, Bernard Metzler, Bengi Karacali-Akyamac, Sophia Wen, Tatsuhiro Chiba, Sunyanan Choochotkaew, Takeshi Yoshimura, Claudia Misale, Tonia Elengikal, Kevin O. Connor, Zhuoran Liu, Richard Molina, Lars Schneidenbach, James Caden, Christopher Laibinis, Carlos Fonseca, Vasily Tarasov, Swaminathan Sundararaman, Frank B. Schmuck, Scott Guthridge, Jeremy Cohn, Marc Eshel, Paul Muench, Runyu Liu, William Pointer, Drew Wyskida, Bob Krull, Ray Rose, Brent Wolfe, William Cornejo, John Walter, Colm Malone, Clifford Perucci, Frank Franco, Nigel Hinds, Bob Calio, Pavel Druyan, Robert Kilduff, John Kienle, Connor McStay, Andrew Figueroa, Matthew Connolly, Edie Fost, Gina Roma, Jake Fonseca, Ido Levy, Michele Payne, Ryan Schenkel, Amir Malki, Lion Schneider, Aniruddha Narkhede, Shekeba Moshref, Alexandra Kisin, Olga Dodin, Bill Rippon, Henry Wrieth, John Ganci, Johnny Colino, Donna Habeger-Rose, Rakesh Pandey, Aditya Gidh, Aditya Gaur, Dennis Patterson, Samsuddin Salmani, Rambilas Varma, Rumana Rumana, Shubham Sharma, Mayank Mishra, Rameswar Panda, Aditya Prasad, Matt Stallone, Gaoyuan Zhang, Yikang Shen, David Cox, Ruchir Puri, Dakshi Agrawal, Drew Thorstensen, Joel Belog, Brent Tang
The infrastructure powering IBM's Gen AI model development. CoRR (2024)
Daniel G. Waddington, Moshik Hershcovitch, Swaminathan Sundararaman, Clem Dickey
A case for using cache line deltas for high frequency VM snapshotting. SoCC (2022)
Andrew Wood, Moshik Hershcovitch, Ilias Ennmouri, Weiyu Zong, Saurav Chennuri, Sarel Cohen, Swaminathan Sundararaman, Daniel G. Waddington, Sang (Peter) Chin
Towards Fast Crash-Consistent Cluster Checkpointing. HPEC (2022)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala
ML Health: Fitness Tracking for Production Models. CoRR (2019)
Nisha Talagala, Bharath Ramsundar, Swaminathan Sundararaman
From Data Science to Production ML: Introducing USENIX OpML. login Usenix Mag. 44 (1) (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. OpML (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. CoRR (2019)
Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala
Interpretability and Reproducability in Production Machine Learning Applications. ICMLA (2018)
Huaicheng Li, Mingzhe Hao, Michael Hao Tong, Swaminathan Sundararaman, Matias Bjørling, Haryadi S. Gunawi
The CASE of FEMU: Cheap, Accurate, Scalable and Extensible Flash Emulator. FAST (2018)
Vinay Sridhar, Sriram Subramanian, Dulcardo Arteaga, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
Model Governance: Reducing the Anarchy of Production ML. USENIX Annual Technical Conference (2018)
Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Swaminathan Sundararaman, Xing Lin, Robert Ricci
Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. login Usenix Mag. 43 (2) (2018)
Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Casey Golliher, Swaminathan Sundararaman, Xing Lin, Tim Emami, Weiguang Sheng, Nematollah Bidokhti, Caitie McCaffrey, Gary Grider, Parks M. Fields, Kevin Harms, Robert B. Ross, Andree Jacobson, Robert Ricci, Kirk Webb, Peter Alvaro, H. Birali Runesha, Mingzhe Hao, Huaicheng Li
Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. FAST (2018)
Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli
ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. HotEdge (2018)
Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Casey Golliher, Swaminathan Sundararaman, Xing Lin, Tim Emami, Weiguang Sheng, Nematollah Bidokhti, Caitie McCaffrey, Deepthi Srinivasan, Biswaranjan Panda, Andrew Baptist, Gary Grider, Parks M. Fields, Kevin Harms, Robert B. Ross, Andree Jacobson, Robert Ricci, Kirk Webb, Peter Alvaro, H. Birali Runesha, Mingzhe Hao, Huaicheng Li
Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems. ACM Trans. Storage 14 (3) (2018)
Shiqin Yan, Huaicheng Li, Mingzhe Hao, Michael Hao Tong, Swaminathan Sundararaman, Andrew A. Chien, Haryadi S. Gunawi
Tiny-Tail Flash: Near-Perfect Elimination of Garbage Collection Tail Latencies in NAND SSDs. FAST (2017)
Shiqin Yan, Huaicheng Li, Mingzhe Hao, Michael Hao Tong, Swaminathan Sundararaman, Andrew A. Chien, Haryadi S. Gunawi
Tiny-Tail Flash: Near-Perfect Elimination of Garbage Collection Tail Latencies in NAND SSDs. ACM Trans. Storage 13 (3) (2017)
Dulcardo Arteaga, Jorge Cabrera, Jing Xu, Swaminathan Sundararaman, Ming Zhao
CloudCache: On-demand Flash Cache Management for Cloud Computing. FAST (2016)
Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami
NVMKV: A Scalable, Lightweight, FTL-aware Key-Value Store. USENIX Annual Technical Conference (2015)
Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Vinay Sridhar, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Mjölnir: collecting trash in a demanding new world. INFLOW@SOSP (2015)
Swaminathan Sundararaman, Nisha Talagala, Dhananjoy Das, Amar Mudrankit, Dulcardo Arteaga
Towards software defined persistent memory: rethinking software support for heterogenous memory architectures. INFLOW@SOSP (2015)
Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
ANViL: Advanced Virtualization for Modern Non-Volatile Memory Devices. FAST (2015)
Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Snapshots in a flash with ioSnap. EuroSys (2014)
Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami, Sushma Devendrappa, Bharath Ramsundar, Sriram Ganesan
NVMKV: A Scalable and Lightweight Flash Aware Key-Value Store. HotStorage (2014)
Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala, Swaminathan Sundararaman
Don't Stack Your Log On My Log. INFLOW (2014)
Ricardo Koller, Leonardo Mármol, Raju Rangaswami, Swaminathan Sundararaman, Nisha Talagala, Ming Zhao
Write policies for host-side flash caches. FAST (2013)
Swaminathan Sundararaman, Yupu Zhang, Sriram Subramanian, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Making the common case the only case with anticipatory memory allocation. ACM Trans. Storage 7 (4) (2012)
Swaminathan Sundararaman, Laxman Visampalli, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Refuse to crash with Re-FUSE. EuroSys (2011)
Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman
TidyFS: A Simple and Small Distributed File System. USENIX Annual Technical Conference (2011)
Swaminathan Sundararaman, Yupu Zhang, Sriram Subramanian, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Making the Common Case the Only Case with Anticipatory Memory Allocation. FAST (2011)
Swaminathan Sundararaman, Sriram Subramanian, Abhishek Rajimwale, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Michael M. Swift
Why panic()?: improving reliability with restartable file systems. ACM SIGOPS Oper. Syst. Rev. 44 (1) (2010)
Swaminathan Sundararaman, Sriram Subramanian, Abhishek Rajimwale, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Michael M. Swift
Membrane: Operating System Support for Restartable File Systems. FAST (2010)
Swaminathan Sundararaman, Sriram Subramanian, Abhishek Rajimwale, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Michael M. Swift
Membrane: Operating system support for restartable file systems. ACM Trans. Storage 6 (3) (2010)
Lakshmi N. Bairavasundaram, Swaminathan Sundararaman, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Tolerating File-System Mistakes with EnvyFS. USENIX Annual Technical Conference (2009)
Swaminathan Sundararaman, Gopalan Sivathanu, Erez Zadok
Selective Versioning in a Secure Disk System. USENIX Security Symposium (2008)
Kiron Vijayasankar, Gopalan Sivathanu, Swaminathan Sundararaman, Erez Zadok
Exploiting type-awareness in a self-recovering disk. StorageSS (2007)
Gopalan Sivathanu, Swaminathan Sundararaman, Erez Zadok
Type-Safe Disks. OSDI (2006)