Block Asynchronous I/O: A Flexible Infrastructure for User-Level Filesystems. - Muthian Sivathanu; Venkateshwaran Venkataramani; Remzi H. Arpaci-Dusseau (HiPC, 2001)

Evolving RPC for active storage. - Muthian Sivathanu; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (ASPLOS, 2002)

Semantically-Smart Disk Systems. - Muthian Sivathanu; Vijayan Prabhakaran; Florentina I. Popovici; Timothy E. Denehy; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (FAST, 2003)

Improving Storage System Availability with D-GRAID (Awarded Best Student Paper!). - Muthian Sivathanu; Vijayan Prabhakaran; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (FAST, 2004)

X-RAY: A Non-Invasive Exclusive Caching Mechanism for RAIDs. - Lakshmi N. Bairavasundaram; Muthian Sivathanu; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (ISCA, 2004)

Life or Death at Block-Level. - Muthian Sivathanu; Lakshmi N. Bairavasundaram; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (OSDI, 2004)

A Logic of File Systems. - Muthian Sivathanu; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau; Somesh Jha (FAST, 2005)

Database-Aware Semantically-Smart Storage. - Muthian Sivathanu; Lakshmi N. Bairavasundaram; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (FAST, 2005)

Improving storage system availability with D-GRAID. - Muthian Sivathanu; Vijayan Prabhakaran; Andrea C. Arpaci-Dusseau; Remzi H. Arpaci-Dusseau (ACM Trans. Storage, 2005)

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)

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 024; Lidong Zhou (OSDI, 2018)

Astra: Exploiting Predictability to Optimize Deep Learning. - Muthian Sivathanu; Tapan Chugh; Sanjay Sri Vallabh Singapuram; Lidong Zhou (ASPLOS, 2019)

Balancing efficiency and fairness in heterogeneous GPU clusters for deep learning. - Shubham Chaudhary 004; Ramachandran Ramjee; Muthian Sivathanu; Nipun Kwatra; Srinidhi Viswanatha (EuroSys, 2020)

Quiver: An Informed Storage Cache for Deep Learning. - Abhishek Vijaya Kumar; Muthian Sivathanu (FAST, 2020)

Unsupervised Clustering using Pseudo-semi-supervised Learning. - Divam Gupta; Ramachandran Ramjee; Nipun Kwatra; Muthian Sivathanu (ICLR, 2020)

Blockene: A High-throughput Blockchain Over Mobile Devices. - Sambhav Satija; Apurv Mehra; Sudheesh Singanamalla; Karan Grover; Muthian Sivathanu; Nishanth Chandran; Divya Gupta 001; Satya Lokam (OSDI, 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)

LRTuner: A Learning Rate Tuner for Deep Neural Networks. - Nikhil Iyer; V. Thejas; Nipun Kwatra; Ramachandran Ramjee; Muthian Sivathanu (CoRR, 2021)

Varuna: scalable, low-cost training of massive deep learning models. - Sanjith Athlur; Nitika Saran; Muthian Sivathanu; Ramachandran Ramjee; Nipun Kwatra (EuroSys, 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; et al. (CoRR, 2022)

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)

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 (EuroSys, 2024)

TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews. - Rohit Dwivedula; Sriram Sridhar 004; Sambhav Satija; Muthian Sivathanu; Nishanth Chandran; Divya Gupta 001; Satya Lokam (CoRR, 2024)