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UMESHDESHPANDE

I am a Senior Scientist at IBM Research. I received my Ph.D. in Computer Science from the State University of New York, Binghamton. My research is in the area of Systems, Storage, Resource Virtualization and Cluster management.

Patents

Gang migration of virtual machines using cluster-wide deduplication
Kartik Gopalan, Umesh Deshpande
Key-value index recovery by log feed caching Umesh Deshpande, Sangeetha Seshadri
Implementing a secondary storage dentry cacheUmesh Deshpande, Wayne Sawdon, Vasily Tarasov
Selective placement and adaptive backups for point-in-time database recovery Umesh Deshpande, Aayush Gupta, Chetan Sharma, Yuquan Shan, Paul Muench, Sangeetha Seshadri
Efficient export scheduling using index and schema to determine data distribution Umesh Deshpande, Paul Muench, Mohit Saxena
Content-based predictive organization of column families Umesh Deshpande, Paul Muench, Mohit Saxena, Sangeetha Seshadri
Prediction of failures in a microservice architecture for enabling automatically-repairing solutions Nicholas Linck, Sangeetha Seshadri, Paul Muench, Umesh Deshpande, Priyaranjan Behera, Wil Plouffe
Intelligent Backup Engine for Data Freshness Sangeetha Seshadri, Paul Muench, Umesh Deshpande, Priyaranjan Behera
Performing conditional snapshot creation during continuous data protection age-out Travis Janssen, Sangeetha Seshadri, Umesh Deshpande, Nicholas Linck
Efficient recovery in continuous data protection environments Umesh Deshpande, Nicholas Linck, Sangeetha Seshadri
Adjusting data backups based on system details Sangeetha Seshadri, Priyaranjan Behera, Paul Muench, Umesh Deshpande, Nicholas Linck, Wil Plouffe

Service
Program Committee Member

ACM EuroSys 2024International Conference on Distributed Computing Systems (ICDCS), 2023High-Performance Parallel and Distributed Computing (HPDC), 2022International Conference on Networking, Architecture, and Storage (NAS), 2018International Conference on Distributed Computing Systems (ICDCS), Industry and Experimentation Track, 2018International Conference on Distributed Computing Systems (ICDCS), Applications and Experiences Track, 2017

Reviewer

IEEE Transactions on Parallel and Distributed Systems (TPDS), 2018High-Performance Parallel and Distributed Computing (HPDC), 2014Supercomputing (SC), 2014ACM Operating System Review (OSR), 2013Cluster Computing Journal, 2012

Posters and Invited Talks

Storage Capacity Prediction using Population AnalyticsUmesh Deshpande and Thanh Pham,Workshop on Knowledge Discovery and Data Mining in IT Operations (BigData-IT), Osaka, Japan, 2022
Self-managed Data Protection for ContainersUmesh Deshpande, Nick Linck, Sangeetha Seshadri, ACM International Systems and Storage Conference (SYSTOR), Virutal, June 2021.
Simultaneous Live Migration of Multiple Virtual MachinesUmesh Deshpande, Presented at IBM Student Workshop for Frontiers of Cloud Computing (F2C2), TJ Watson Research Center, New York, USA, July 2013
Live Gang Migration of Virtual MachinesUmesh Deshpande, Xiaoshuang Wang, and Kartik Gopalan - In Poster and Work In Progress at USENIX Annual Technical Conference (ATC), Boston, MA, USA, June 2010
Automated and Distributed Protocol Testing and Debugging for Wireless Ad-hoc NetworksXioshuang Wang, Vaibhav Nipunage, Umesh Deshpande, Kartik Gopalan - In ACM international Symposium on Mobility Management and Wireless Access (MobiWac), Miami, FL, USA, October 2011

Publications

Symbiosis: Multi-Adapter Inference and Fine-Tuning
Saransh Gupta, Umesh Deshpande, Travis Janssen, Swami Sundararaman, Arxiv, 2025

MoEsaic: Shared Mixture of ExpertsUmesh Deshpande, Travis Janssen Mudhakar Srivatsa, Swaminathan SundararamanACM Symposium on Cloud Computing (SoCC), Seattle, USA, 2024.
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices [Video, Code]Ka-Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, and Ling LiuACM European Conference on Computer Systems (EuroSys), Athens, Greece, 2024.
SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds
Ka-Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, and Ling Liu
ACM International Conference on Management of Data (SIGMOD), Seattle, USA, June, 2023.
DeepRest: Deep Resource Estimation for Interactive Microservices [Code]
Ka-Ho Chow, Umesh Deshpande, Sangeetha Seshadri, and Ling Liu,ACM European Conference on Computer Systems (EuroSys), Rennes, France, 2022
Self-service Data Protection for Stateful ContainersUmesh Deshpande, Nick Linck, Sangeetha Seshadri, - ACM Hot Topics in Storage and File Systems (HotStorage), 2021
Smart Recovery Advisor for Cyber AttacksKa Ho Chow, Umesh Deshpande, Sangeetha Seshadri, Ling Liu - ACM SIGMOD Conference on Data Management (Demonstration Track), Shaanxi, China, 2021
Caravel: Burst Tolerant Scheduling for Containerized Stateful ApplicationsUmesh Deshpande - In International Conference on Distributed Computing Systems (ICDCS), Dallas, USA, July 2019
Scatter-Gather Migration of Virtual MachinesUmesh Deshpande, Danny Chan, Steven Chan, Kartik Gopalan, Nilton Bila - IEEE Transactions on Cloud Computing (TCC), Vol. 6, No. 1, PP 196-208, Jan.-Mar. 2018
Traffic-sensitive Live Migration of Virtual Machines [Slides]Umesh Deshapnde and Kate Keahey - In Future Generation Computer Systems (FGCS), Volume 72, Pages 118-128, July 2017.
Enabling Efficient Hypervisor-as-a-Service Clouds with Ephemeral VirtualizationDan Williams, Yaohui Hu, Umesh Deshpande, Piush K Sinha, Nilton Bila, Kartik Gopalan, Hani Jamjoom - In ACM Virtual Execution Environments (VEE), Atlanta, USA, April 2016
Fast and Agile Live Migration of Virtual Machines (Distinguished Dissertation Award)Umesh Deshpande, Dissertation, State University of New York, Binghamton, August 2015
Agile Live Migration of Virtual MachinesUmesh Deshpande, Danny Chan, Ten-Young Guh, James Edouard, Kartik Gopalan, Nilton Bila - In IEEE International Parallel & Distributed Processing Symposium (IPDPS), Chicago, USA, May 2016
Performance Analysis of Encryption in Securing the Live Migration of Virtual MachinesYaohui Hu, Sanket Panhale, TIanlin Li, Emine Ugur Kaynar, Danny Chan, Umesh Deshpande, Ping Yang, Kartik Gopalan - In IEEE International Conference on Cloud Computing (CLOUD) Application Track, New York, June 2015
Traffic-sensitive Live Migration of Virtual MachinesUmesh Deshpande, Kate Keahey - In IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Shenzhen, China, May 2015
Fast Server Deprovisioning through Scatter-Gather Live Migration of Virtual MachinesUmesh Deshpande, Yang You, Danny Chan, Nilton Bila, Kartik Gopalan -In IEEE International Conference on Cloud Computing (CLOUD), Alaska, USA, June 2014
Live Gang Migration of Virtual Machines with Cluster-wide DeduplicationUmesh Deshpande, Brandon Schlinker, Eitan Adler, and Kartik Gopalan - In IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Delft, The Netherlands, May 2013
Inter-rack Live Migration of Multiple Virtual MachinesUmesh Deshpande, Unmesh Kulkarni and Kartik Gopalan - In International Workshop on Virtualization Technologies in Distributed Computing (VTDC), Delft, The Netherlands, June 2012
Live Gang Migration of Virtual MachinesUmesh Deshpande, Xiaoshuang Wang and, Kartik Gopalan - In High-Performance Parallel and Distributed Computing (HPDC), San Jose, CA, USA, June 2011.
Post-Copy Live Migration of Virtual MachinesMichael Hines, Umesh Deshpande, and Kartik Gopalan - In SIGOPS Operating Systems Review (OSR), July 2009
MemX: Virtualization of Cluster-wide MemoryUmesh Deshpande, Beilan Wang, Shafee Haque, Michael Hines, and Kartik Gopalan - In International Conference on Parallel Processing (ICPP), San Diego, CA, USA, September 2010
Hybrid Pre-postcopy Live VM MigrationUmesh Deshpande, Master's Thesis, State University of New York, Binghamton, December 2009

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