Nisha Talagala

According to our database, Nisha Talagala authored at least 25 papers between 1999 and 2024.

Collaborative distances:

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

2024

Advanced ML Approaches to PGx Recommendations in Precision Medicine.

Michael Zastrozhin, Danika Gupta, Nisha Talagala, Jason Akram, Roman Grachev, Allan Gobbs, Nasreen Karaf, Alex Timoshenko

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2020

The Emerging Practice of Operational ML: USENIX OpML Conference.

Nisha Talagala, Joel Young

login Usenix Mag., 2020

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

Managing Bias in AI.

Drew S. Roselli, Jeanna N. Matthews, Nisha Talagala

Proceedings of the Companion of The 2019 World Wide Web Conference, 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

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

2017

An NVM Aware MariaDB Database System and Associated IO Workload on File Systems.

Jan Lindström, Dhananjoy Das, Nick Piggin, Santhosh Konundinya, Torben Mathiasen, Nisha Talagala, Dulcardo Arteaga

Open J. Databases, 2017

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

NVM aware MariaDB database system.

Jan Lindström, Dhananjoy Das, Torben Mathiasen, Dulcardo Arteaga, Nisha Talagala

Proceedings of the IEEE Non-Volatile Memory System and Applications Symposium, 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

NVM Compression - Hybrid Flash-Aware Application Level Compression.

Dhananjoy Das, Dulcardo Arteaga, Nisha Talagala, Torben Mathiasen, Jan Lindström

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

HEC: improving endurance of high performance flash-based cache devices.

Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala

Proceedings of the 6th Annual International Systems and Storage Conference, 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

2006

Performability Analysis of Storage Systems in Practice: Methodology and Tools.

Hairong Sun, Tina Tyan, Steven Johnson, Richard Elling, Nisha Talagala, Robert B. Wood

Proceedings of the Service Availability, 2006

2000

The Art of Massive Storage: A Web Image Archive.

Nisha Talagala, Satoshi Asami, David A. Patterson, Bob Futernick, Dakin Hart

Computer, 2000

1999

Usage Patterns of a Web-Based Image Collection.

Nisha Talagala, Satoshi Asami, David A. Patterson

Proceedings of the 16th IEEE Symposium on Mass Storage Systems in cooperation with the 7th NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies, 1999

Designing a Self-Maintaining Storage System.

Satoshi Asami, Nisha Talagala, David A. Patterson

Proceedings of the 16th IEEE Symposium on Mass Storage Systems in cooperation with the 7th NASA Goddard Space Flight Center Conference on Mass Storage Systems and Technologies, 1999