Nisha Talagala

29 papers A 3B 1C 1Misc 1Journal 6Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	Advanced ML Approaches to PGx Recommendations in Precision Medicine. COMPSAC Michael Zastrozhin, Danika Gupta, Nisha Talagala, Jason Akram, Roman Grachev, Allan Gobbs, Nasreen Karaf, Alex Timoshenko
2020	—	`ed.`	2020 USENIX Conference on Operational Machine Learning, OpML 2020, July 28 - August 7, 2020. OpML Nisha Talagala, Joel Young
2020	J	`jnl`	The Emerging Practice of Operational ML: USENIX OpML Conference. login Usenix Mag. Nisha Talagala, Joel Young
2019	—	`ed.`	2019 USENIX Conference on Operational Machine Learning, OpML 2019, Santa Clara, CA, USA, May 20, 2019. OpML Bharath Ramsundar, Nisha Talagala
2019	J	`jnl`	From Data Science to Production ML: Introducing USENIX OpML. login Usenix Mag. Nisha Talagala, Bharath Ramsundar, Swaminathan Sundararaman
2019	J	`jnl`	ML Health: Fitness Tracking for Production Models. CoRR Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala
2019	—	`conf`	MPP: Model Performance Predictor. OpML Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
2019	J	`jnl`	MPP: Model Performance Predictor. CoRR Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
2019	—	`conf`	Managing Bias in AI. WWW (Companion Volume) Drew S. Roselli, Jeanna N. Matthews, Nisha Talagala
2018	—	`ed.`	10th USENIX Workshop on Hot Topics in Storage and File Systems, HotStorage 2018, Boston, MA, USA, July 9-10, 2018. HotStorage Ashvin Goel, Nisha Talagala
2018	—	`conf`	ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. HotEdge Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli
2018	C	`conf`	Interpretability and Reproducability in Production Machine Learning Applications. ICMLA Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala
2018	—	`conf`	Model Governance: Reducing the Anarchy of Production ML. USENIX ATC Vinay Sridhar, Sriram Subramanian, Dulcardo Arteaga, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
2017	J	`jnl`	An NVM Aware MariaDB Database System and Associated IO Workload on File Systems. Open J. Databases Jan Lindström, Dhananjoy Das, Nick Piggin, Santhosh Konundinya, Torben Mathiasen, Nisha Talagala, Dulcardo Arteaga
2015	A	`conf`	ANViL: Advanced Virtualization for Modern Non-Volatile Memory Devices. FAST Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2015	—	`conf`	Mjölnir: collecting trash in a demanding new world. INFLOW@SOSP Zev Weiss, Sriram Subramanian, Swaminathan Sundararaman, Vinay Sridhar, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2015	—	`conf`	NVM aware MariaDB database system. NVMSA Jan Lindström, Dhananjoy Das, Torben Mathiasen, Dulcardo Arteaga, Nisha Talagala
2015	—	`conf`	NVMKV: A Scalable, Lightweight, FTL-aware Key-Value Store. USENIX ATC Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami
2015	—	`conf`	Towards software defined persistent memory: rethinking software support for heterogenous memory architectures. INFLOW@SOSP Swaminathan Sundararaman, Nisha Talagala, Dhananjoy Das, Amar Mudrankit, Dulcardo Arteaga
2014	—	`conf`	Don't Stack Your Log On My Log. INFLOW Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala, Swaminathan Sundararaman
2014	—	`conf`	NVM Compression - Hybrid Flash-Aware Application Level Compression. INFLOW Dhananjoy Das, Dulcardo Arteaga, Nisha Talagala, Torben Mathiasen, Jan Lindström
2014	—	`conf`	NVMKV: A Scalable and Lightweight Flash Aware Key-Value Store. HotStorage Leonardo Mármol, Swaminathan Sundararaman, Nisha Talagala, Raju Rangaswami, Sushma Devendrappa, Bharath Ramsundar, Sriram Ganesan
2014	A	`conf`	Snapshots in a flash with ioSnap. EuroSys Sriram Subramanian, Swaminathan Sundararaman, Nisha Talagala, Andrea C. Arpaci-Dusseau, Remzi H. Arpaci-Dusseau
2013	Misc	`conf`	HEC: improving endurance of high performance flash-based cache devices. SYSTOR Jingpei Yang, Ned Plasson, Greg Gillis, Nisha Talagala
2013	A	`conf`	Write policies for host-side flash caches. FAST Ricardo Koller, Leonardo Mármol, Raju Rangaswami, Swaminathan Sundararaman, Nisha Talagala, Ming Zhao
2006	—	`conf`	Performability Analysis of Storage Systems in Practice: Methodology and Tools. ISAS Hairong Sun, Tina Tyan, Steven Johnson, Richard Elling, Nisha Talagala, Robert B. Wood
2000	J	`jnl`	The Art of Massive Storage: A Web Image Archive. Computer Nisha Talagala, Satoshi Asami, David A. Patterson, Bob Futernick, Dakin Hart
1999	—	`conf`	Designing a Self-Maintaining Storage System. IEEE Symposium on Mass Storage Systems Satoshi Asami, Nisha Talagala, David A. Patterson
1999	—	`conf`	Usage Patterns of a Web-Based Image Collection. IEEE Symposium on Mass Storage Systems Nisha Talagala, Satoshi Asami, David A. Patterson