Muthian Sivathanu

27 papers A* 7A 9Misc 1Journal 10

Year	Rank	Type	Title / Venue / Authors
2024	A	`conf`	Just-In-Time Checkpointing: Low Cost Error Recovery from Deep Learning Training Failures. EuroSys Tanmaey Gupta, Sanjeev Krishnan, Rituraj Kumar, Abhishek Vijeev, Bhargav S. Gulavani, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
2024	J	`jnl`	TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews. CoRR Rohit Dwivedula, Sriram Sridhar, Sambhav Satija, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam
2023	J	`jnl`	Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. J. Mach. Learn. Res. Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
2022	J	`jnl`	Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads. CoRR 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
2022	A	`conf`	Varuna: scalable, low-cost training of massive deep learning models. EuroSys Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
2021	J	`jnl`	LRTuner: A Learning Rate Tuner for Deep Neural Networks. CoRR Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
2021	J	`jnl`	Varuna: Scalable, Low-cost Training of Massive Deep Learning Models. CoRR Sanjith Athlur, Nitika Saran, Muthian Sivathanu, Ramachandran Ramjee, Nipun Kwatra
2020	A	`conf`	Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning. EuroSys Shubham Chaudhary, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Srinidhi Viswanatha
2020	A*	`conf`	Blockene: A High-throughput Blockchain Over Mobile Devices. OSDI Sambhav Satija, Apurv Mehra, Sudheesh Singanamalla, Karan Grover, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam
2020	J	`jnl`	Blockene: A High-throughput Blockchain Over Mobile Devices. CoRR Sambhav Satija, Apurv Mehra, Sudheesh Singanamalla, Karan Grover, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam
2020	J	`jnl`	INSTalytics: Cluster Filesystem Co-design for Big-data Analytics. ACM Trans. Storage Muthian Sivathanu, Midhul Vuppalapati, Bhargav S. Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia
2020	A	`conf`	Quiver: An Informed Storage Cache for Deep Learning. FAST Abhishek Vijaya Kumar, Muthian Sivathanu
2020	A*	`conf`	Unsupervised Clustering using Pseudo-semi-supervised Learning. ICLR Divam Gupta, Ramachandran Ramjee, Nipun Kwatra, Muthian Sivathanu
2020	J	`jnl`	Wide-minima Density Hypothesis and the Explore-Exploit Learning Rate Schedule. CoRR Nikhil Iyer, V. Thejas, Nipun Kwatra, Ramachandran Ramjee, Muthian Sivathanu
2019	A*	`conf`	Astra: Exploiting Predictability to Optimize Deep Learning. ASPLOS Muthian Sivathanu, Tapan Chugh, Sanjay Sri Vallabh Singapuram, Lidong Zhou
2019	A	`conf`	INSTalytics: Cluster Filesystem Co-design for Big-data Analytics. FAST Muthian Sivathanu, Midhul Vuppalapati, Bhargav S. Gulavani, Kaushik Rajan, Jyoti Leeka, Jayashree Mohan, Piyus Kedia
2018	A*	`conf`	Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
2006	J	`jnl`	Semantically-smart disk systems: past, present, and future. SIGMETRICS Perform. Evaluation Rev. Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Lakshmi N. Bairavasundaram, Timothy E. Denehy, Florentina I. Popovici, Vijayan Prabhakaran, Muthian Sivathanu
2005	A	`conf`	A Logic of File Systems. FAST Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau, Somesh Jha
2005	A	`conf`	Database-Aware Semantically-Smart Storage. FAST Muthian Sivathanu, Lakshmi N. Bairavasundaram, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2005	J	`jnl`	Improving storage system availability with D-GRAID. ACM Trans. Storage Muthian Sivathanu, Vijayan Prabhakaran, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2004	A	`conf`	Improving Storage System Availability with D-GRAID (Awarded Best Student Paper!). FAST Muthian Sivathanu, Vijayan Prabhakaran, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2004	A*	`conf`	Life or Death at Block-Level. OSDI Muthian Sivathanu, Lakshmi N. Bairavasundaram, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2004	A*	`conf`	X-RAY: A Non-Invasive Exclusive Caching Mechanism for RAIDs. ISCA Lakshmi N. Bairavasundaram, Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2003	A	`conf`	Semantically-Smart Disk Systems. FAST Muthian Sivathanu, Vijayan Prabhakaran, Florentina I. Popovici, Timothy E. Denehy, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2002	A*	`conf`	Evolving RPC for active storage. ASPLOS Muthian Sivathanu, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2001	Misc	`conf`	Block Asynchronous I/O: A Flexible Infrastructure for User-Level Filesystems. HiPC Muthian Sivathanu, Venkateshwaran Venkataramani, Remzi H. Arpaci-Dusseau