Swaminathan Sundararaman

According to our database, Swaminathan Sundararaman authored at least 35 papers between 2006 and 2024.

Collaborative distances:

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

2024

The infrastructure powering IBM's Gen AI model development.

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

CoRR, 2024

Lossless and Near-Lossless Compression for Foundation Models.

Moshik Hershcovitch, Leshem Choshen, Andrew Wood, Ilias Enmouri, Peter Chin, Swaminathan Sundararaman, Danny Harnik

CoRR, 2024

A Selective Preprocessing Offloading Framework for Reducing Data Traffic in DL Training.

Meng Wang, Gus Waldspurger, Swaminathan Sundararaman

Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems, 2024

MoEsaic: Shared Mixture of Experts.

Umesh Deshpande, Travis Janssen, Mudhakar Srivatsa, Swaminathan Sundararaman

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

2022

Towards Fast Crash-Consistent Cluster Checkpointing.

Andrew Wood, Moshik Hershcovitch, Ilias Ennmouri, Weiyu Zong, Saurav Chennuri, Sarel Cohen, Swaminathan Sundararaman, Daniel G. Waddington, Sang (Peter) Chin

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

A case for using cache line deltas for high frequency VM snapshotting.

Daniel G. Waddington, Moshik Hershcovitch, Swaminathan Sundararaman, Clem Dickey

Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2019

From Data Science to Production ML: Introducing USENIX OpML.

Nisha Talagala, Bharath Ramsundar, Swaminathan Sundararaman

login Usenix Mag., 2019

ML Health: Fitness Tracking for Production Models.

Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala

CoRR, 2019

MPP: Model Performance Predictor.

Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

2018

Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems.

Haryadi S. Gunawi, Riza O. Suminto, Russell Sears, Swaminathan Sundararaman, Xing Lin, Robert Ricci

login Usenix Mag., 2018

Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems.

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

ACM Trans. Storage, 2018

Model Governance: Reducing the Anarchy of Production ML.

Vinay Sridhar, Sriram Subramanian, Dulcardo Arteaga, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Interpretability and Reproducability in Production Machine Learning Applications.

Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

ECO: Harmonizing Edge and Cloud with ML/DL Orchestration.

Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli

Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

The CASE of FEMU: Cheap, Accurate, Scalable and Extensible Flash Emulator.

Huaicheng Li, Mingzhe Hao, Michael Hao Tong, Swaminathan Sundararaman, Matias Bjørling, Haryadi S. Gunawi

Proceedings of the 16th USENIX Conference on File and Storage Technologies, 2018

Fail-Slow at Scale: Evidence of Hardware Performance Faults in Large Production Systems.

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

Proceedings of the 16th USENIX Conference on File and Storage Technologies, 2018

2017

Tiny-Tail Flash: Near-Perfect Elimination of Garbage Collection Tail Latencies in NAND SSDs.

Shiqin Yan, Huaicheng Li, Mingzhe Hao, Michael Hao Tong, Swaminathan Sundararaman, Andrew A. Chien, Haryadi S. Gunawi

ACM Trans. Storage, 2017

2016

CloudCache: On-demand Flash Cache Management for Cloud Computing.

Dulcardo Arteaga, Jorge Cabrera, Jing Xu, Swaminathan Sundararaman, Ming Zhao

Proceedings of the 14th USENIX Conference on File and Storage Technologies, 2016

2015

NVMKV: A Scalable, Lightweight, FTL-aware Key-Value Store.

Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Mjölnir: collecting trash in a demanding new world.

Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Vinay Sridhar, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 3rd Workshop on Interactions of NVM/FLASH with Operating Systems and Workloads, 2015

Towards software defined persistent memory: rethinking software support for heterogenous memory architectures.

Swaminathan Sundararaman, Nisha Talagala, Dhananjoy Das, Amar Mudrankit, Dulcardo Arteaga

Proceedings of the 3rd Workshop on Interactions of NVM/FLASH with Operating Systems and Workloads, 2015

ANViL: Advanced Virtualization for Modern Non-Volatile Memory Devices.

Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015

2014

Don't Stack Your Log On My Log.

Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala, Swaminathan Sundararaman

Proceedings of the 2nd Workshop on Interactions of NVM/Flash with Operating Systems and Workloads, 2014

NVMKV: A Scalable and Lightweight Flash Aware Key-Value Store.

Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami, Sushma Devendrappa, Bharath Ramsundar, Sriram Ganesan

Proceedings of the 6th USENIX Workshop on Hot Topics in Storage and File Systems, 2014

Snapshots in a flash with ioSnap.

Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the Ninth Eurosys Conference 2014, 2014

2013

Write policies for host-side flash caches.

Ricardo Koller, Leonardo Mármol, Raju Rangaswami, Swaminathan Sundararaman, Nisha Talagala, Ming Zhao

Proceedings of the 11th USENIX conference on File and Storage Technologies, 2013

2012

Making the common case the only case with anticipatory memory allocation.

Swaminathan Sundararaman, Yupu Zhang, Sriram Subramanian, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

ACM Trans. Storage, 2012

2011

TidyFS: A Simple and Small Distributed File System.

Dennis Fetterly, Maya Haridasan, Michael Isard, Swaminathan Sundararaman

Proceedings of the 2011 USENIX Annual Technical Conference, 2011

Refuse to crash with Re-FUSE.

Swaminathan Sundararaman, Laxman Visampalli, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the European Conference on Computer Systems, 2011

2010

Membrane: Operating system support for restartable file systems.

Swaminathan Sundararaman, Sriram Subramanian, Abhishek Rajimwale, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Michael M. Swift

ACM Trans. Storage, 2010

Why panic()?: improving reliability with restartable file systems.

Swaminathan Sundararaman, Sriram Subramanian, Abhishek Rajimwale, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Michael M. Swift

ACM SIGOPS Oper. Syst. Rev., 2010

2009

Tolerating File-System Mistakes with EnvyFS.

Lakshmi N. Bairavasundaram, Swaminathan Sundararaman, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 2009 USENIX Annual Technical Conference, 2009

2008

Selective Versioning in a Secure Disk System.

Swaminathan Sundararaman, Gopalan Sivathanu, Erez Zadok

Proceedings of the 17th USENIX Security Symposium, 2008

2007

Exploiting type-awareness in a self-recovering disk.

Kiron Vijayasankar, Gopalan Sivathanu, Swaminathan Sundararaman, Erez Zadok

Proceedings of the 2007 ACM Workshop On Storage Security And Survivability, 2007

2006

Type-Safe Disks.

Gopalan Sivathanu, Swaminathan Sundararaman, Erez Zadok

Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI '06), 2006