Nisha Talagala

Publication Activity (10 Years)

Years Active: 1999-2020
Publications (10 Years): 15

Top Topics

Machine Learning

Top Venues

USENIX Annual Technical Conference

Publications

Nisha Talagala, Joel Young
The Emerging Practice of Operational ML: USENIX OpML Conference. login Usenix Mag. 45 (1) (2020)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala
ML Health: Fitness Tracking for Production Models. CoRR (2019)
Nisha Talagala, Bharath Ramsundar, Swaminathan Sundararaman
From Data Science to Production ML: Introducing USENIX OpML. login Usenix Mag. 44 (1) (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. OpML (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. CoRR (2019)
Drew S. Roselli, Jeanna N. Matthews, Nisha Talagala
Managing Bias in AI. WWW (Companion Volume) (2019)
Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala
Interpretability and Reproducability in Production Machine Learning Applications. ICMLA (2018)
Vinay Sridhar, Sriram Subramanian, Dulcardo Arteaga, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
Model Governance: Reducing the Anarchy of Production ML. USENIX Annual Technical Conference (2018)
Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli
ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. HotEdge (2018)
Jan Lindström, Dhananjoy Das, Nick Piggin, Santhosh Konundinya, Torben Mathiasen, Nisha Talagala, Dulcardo Arteaga
An NVM Aware MariaDB Database System and Associated IO Workload on File Systems. Open J. Databases 4 (1) (2017)
Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami
NVMKV: A Scalable, Lightweight, FTL-aware Key-Value Store. USENIX Annual Technical Conference (2015)
Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Vinay Sridhar, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Mjölnir: collecting trash in a demanding new world. INFLOW@SOSP (2015)
Swaminathan Sundararaman, Nisha Talagala, Dhananjoy Das, Amar Mudrankit, Dulcardo Arteaga
Towards software defined persistent memory: rethinking software support for heterogenous memory architectures. INFLOW@SOSP (2015)
Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
ANViL: Advanced Virtualization for Modern Non-Volatile Memory Devices. FAST (2015)
Jan Lindström, Dhananjoy Das, Torben Mathiasen, Dulcardo Arteaga, Nisha Talagala
NVM aware MariaDB database system. NVMSA (2015)
Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
Snapshots in a flash with ioSnap. EuroSys (2014)
Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami, Sushma Devendrappa, Bharath Ramsundar, Sriram Ganesan
NVMKV: A Scalable and Lightweight Flash Aware Key-Value Store. HotStorage (2014)
Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala, Swaminathan Sundararaman
Don't Stack Your Log On My Log. INFLOW (2014)
Dhananjoy Das, Dulcardo Arteaga, Nisha Talagala, Torben Mathiasen, Jan Lindström
NVM Compression - Hybrid Flash-Aware Application Level Compression. INFLOW (2014)
Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala
HEC: improving endurance of high performance flash-based cache devices. SYSTOR (2013)
Ricardo Koller, Leonardo Mármol, Raju Rangaswami, Swaminathan Sundararaman, Nisha Talagala, Ming Zhao
Write policies for host-side flash caches. FAST (2013)
Hairong Sun, Tina Tyan, Steven Johnson, Richard Elling, Nisha Talagala, Robert B. Wood
Performability Analysis of Storage Systems in Practice: Methodology and Tools. ISAS (2006)
Nisha Talagala, Satoshi Asami, David A. Patterson, Bob Futernick, Dakin Hart
The Art of Massive Storage: A Web Image Archive. Computer 33 (11) (2000)
Satoshi Asami, Nisha Talagala, David A. Patterson
Designing a Self-Maintaining Storage System. IEEE Symposium on Mass Storage Systems (1999)
Nisha Talagala, Satoshi Asami, David A. Patterson
Usage Patterns of a Web-Based Image Collection. IEEE Symposium on Mass Storage Systems (1999)