Muthian Sivathanu

According to our database, Muthian Sivathanu authored at least 23 papers between 2001 and 2024.

Collaborative distances:

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

2024

TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews.

Rohit Dwivedula, Sriram Sridhar, Sambhav Satija, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam

CoRR, 2024

Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures.

Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

2023

Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

J. Mach. Learn. Res., 2023

2022

Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads.

Dharma Shukla, Muthian Sivathanu, Srinidhi Viswanatha, Bhargav S. Gulavani, Rimma Nehme, Amey Agrawal, Chen Chen, Nipun Kwatra, Ramachandran Ramjee, Pankaj Sharma, Atul Katiyar, Vipul Modi, Vaibhav Sharma, Abhishek Singh, Shreshth Singhal, Kaustubh Welankar, Lu Xun, Ravi Anupindi, Karthik Elangovan, Hasibur Rahman, Zhou Lin, Rahul Seetharaman, Cheng Xu, Eddie Ailijiang, Suresh Krishnappa, Mark Russinovich

CoRR, 2022

Varuna: scalable, low-cost training of massive deep learning models.

Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra

Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

2021

LRTuner: A Learning Rate Tuner for Deep Neural Networks.

Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu

CoRR, 2021

2020

INSTalytics: Cluster Filesystem Co-design for Big-data Analytics.

Muthian Sivathanu, Midhul Vuppalapati, Bhargav S. Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia

ACM Trans. Storage, 2020

Blockene: A High-throughput Blockchain Over Mobile Devices.

Sambhav Satija, Apurv Mehra, Sudheesh Singanamalla, Karan Grover, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Unsupervised Clustering using Pseudo-semi-supervised Learning.

Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu

Proceedings of the 8th International Conference on Learning Representations, 2020

Quiver: An Informed Storage Cache for Deep Learning.

Abhishek Vijaya Kumar, Muthian Sivathanu

Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning.

Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha

Proceedings of the EuroSys '20: Fifteenth EuroSys Conference 2020, 2020

2019

Astra: Exploiting Predictability to Optimize Deep Learning.

Muthian Sivathanu, Tapan Chugh, Sanjay Sri Vallabh Singapuram, Lidong Zhou

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Gandiva: Introspective Cluster Scheduling for Deep Learning.

Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2006

Semantically-smart disk systems: past, present, and future.

Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Lakshmi N. Bairavasundaram, Timothy E. Denehy, Florentina I. Popovici, Vijayan Prabhakaran, Muthian Sivathanu

SIGMETRICS Perform. Evaluation Rev., 2006

2005

Improving storage system availability with D-GRAID.

Muthian Sivathanu, Vijayan Prabhakaran, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

ACM Trans. Storage, 2005

Database-Aware Semantically-Smart Storage.

Muthian Sivathanu, Lakshmi N. Bairavasundaram, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005

A Logic of File Systems.

Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Somesh Jha

Proceedings of the FAST '05 Conference on File and Storage Technologies, 2005

2004

Life or Death at Block-Level.

Muthian Sivathanu, Lakshmi N. Bairavasundaram, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 6th Symposium on Operating System Design and Implementation (OSDI 2004), 2004

X-RAY: A Non-Invasive Exclusive Caching Mechanism for RAIDs.

Lakshmi N. Bairavasundaram, Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 31st International Symposium on Computer Architecture (ISCA 2004), 2004

Improving Storage System Availability with D-GRAID (Awarded Best Student Paper!).

Muthian Sivathanu, Vijayan Prabhakaran, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the FAST '04 Conference on File and Storage Technologies, March 31, 2004

2003

Semantically-Smart Disk Systems.

Muthian Sivathanu, Vijayan Prabhakaran, Florentina I. Popovici, Timothy E. Denehy, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the FAST '03 Conference on File and Storage Technologies, March 31, 2003

2002

Evolving RPC for active storage.

Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau

Proceedings of the 10th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-X), 2002

2001

Block Asynchronous I/O: A Flexible Infrastructure for User-Level Filesystems.

Muthian Sivathanu, Venkateshwaran Venkataramani, Remzi H. Arpaci-Dusseau

Proceedings of the High Performance Computing - HiPC 2001, 8th International Conference, 2001