Vinod Muthusamy  Vinod Muthusamy photo         

contact information

IBM Research AI
Austin, Texas, USA
  

links



2018

Serving deep learning models in a serverless platform
Vatche Ishakian, Vinod Muthusamy and Aleksander Slominski
IEEE International Conference on Cloud Engineering (IC2E), 2018


2017

Scalable Multi-Framework Multi-Tenant Lifecycle Management of Deep Learning Training Jobs
Scott Boag, Parijat Dube, Benjamin Herta, Waldemar Hummer, Vatche Ishakian, K. R. Jayaram, Michael Kalantar, Vinod Muthusamy, Priya Nagpurkar, and Florian Rosenberg
NIPS Workshop on ML Systems, 2017

Neurology-as-a-Service for the Developing World
Tejas Dharamsi, Payel Das, Tejaswini Pedapati, Gregory Bramble, Vinod Muthusamy, Horst Samulowitz, Kush R. Varshney, Yuvaraj Rajamanickam, John Thomas, and Justin Dauwels
NIPS Workshop on Machine Learning for the Developing World, 2017

IBM Deep Learning Service
B. Bhattacharjee, S. Boag, C. Doshi, P. Dube, B. Herta, V. Ishakian, K. R. Jayaram, R. Khalaf, A. Krishna, Y. B. Li, V. Muthusamy, R. Puri, Y. Ren, F. Rosenberg, S. R. Seelam, Y. Wang, J. M. Zhang, L. Zhang
IBM Journal of Research and Development 61(4), 10:1-10:11, 2017

The Serverless Trilemma: Function Composition for Serverless Computing
Ioana Baldini, Perry Cheng, Stephen J. Fink, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter, Olivier Tardieu
Proceedings of the 2017 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, pp. 89--103, ACM

Efficient Covering for Top-k Filtering in Content-based Publish/Subscribe Systems
Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, pp. 174--184, ACM, 2017

WoSC '17: Proceedings of the 2nd International Workshop on Serverless Computing
Co-chairs: Paul Castro, Vatche Ishakian, Arno Jacobsen, Vinod Muthusamy, and Aleksander Slominski
Middleware, ACM, 2017

A Serverless Topic-based and Content-based Pub/Sub Broker: Demo
Pezhman Nasirifard, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Hans-Arno Jacobsen
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Posters and Demos, pp. 23--24, ACM, 2017

DIDL '17: Proceedings of the 1st Workshop on Distributed Infrastructures for Deep Learning
Co-chairs: Bishwaranjan Bhattacharjee, Vatche Ishakian, Hans-Arno Jacobsen, and Vinod Muthusamy
Middleware, ACM, 2017

Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems
K. Zhang, V. Muthusamy, M. Sadoghi, H. A. Jacobsen
2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), pp. 2039-2044

Tutorial: Serverless Programming (Function as a Service)
P. Castro, V. Ishakian, V. Muthusamy, A. Slominski
2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS), pp. 2658-2659

BPM for the Masses: Empowering Participants of Cognitive Business Processes
Aleksander Slominski and Vinod Muthusamy
Workshop on Cognitive Business Process Management (CBPM), 2017


2016

Riding and Thriving on the API Hype Cycle
Maja Vukovic, Jim Laredo, Vinod Muthusamy, Aleksander Slominski, Roman Vaculin, Wei Tan, Vijay Naik, Ignacio Silva-Lepe, Arun Kumar, Biplav Srivastava, Joel W. Branch
Commun. ACM 59(3), 35--37, ACM, 2016

Planning the Transformation of Overlays
Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila McIlraith, Hans-Arno Jacobsen
Proceedings of the 31st Annual ACM Symposium on Applied Computing, pp. 500--507, ACM, 2016

Cloud-native, Event-based Programming for Mobile Applications
Ioana Baldini, Paul Castro, Perry Cheng, Stephen Fink, Vatche Ishakian, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter
IEEE/ACM International Conference on Mobile Software Engineering and Systems (MOBILESoft), pp. 287--288, ACM, 2016

Lessons Learned Using a Process Mining Approach to Analyze Events from Distributed Applications
Vinod Muthusamy, Aleksander Slominski, Vatche Ishakian, Rania Khalaf, Johnathan Reason, Szabolcs Rozsnyai
International Conference on Distributed and Event-based Systems, pp. 199--204, ACM, 2016

Process Trace Clustering: A Heterogeneous Information Network Approach
Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt
SIAM International Conference on Data Mining, pp. 279-287, 2016


2015

Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers
Aleksander Slominski, Vinod Muthusamy, Rania Khalaf
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, pp. 394--396, IEEE Computer Society

Towards Planning the Transformation of Overlays
Y. Yoon, N. Robinson, V. Muthusamy, S. McIlraith, H. A. Jacobsen
2015 IEEE 35th International Conference on Distributed Computing Systems, pp. 782-783

Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks
M. Chen, S. Hu, V. Muthusamy, H. A. Jacobsen
2015 IEEE 35th International Conference on Distributed Computing Systems, pp. 557-568


2014

A Graph-Based Data Model for API Ecosystem Insights
Erik Wittern, Jim Laredo, Maja Vukovic, Vinod Muthusamy, Aleksander Slominski
Proceedings of the 2014 IEEE International Conference on Web Services, pp. 41--48, IEEE Computer Society

Infrastructure-free Content-based Publish/Subscribe
Vinod Muthusamy, Hans-Arno Jacobsen
IEEE/ACM Transactions on Networking 22(5), 1516--1530, IEEE Press, 2014


2013

Distributed Ranked Data Dissemination in Social Networks
Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 2013 IEEE 33rd International Conference on Distributed Computing Systems, pp. 369--379, IEEE Computer Society

Business Process Mining from e-Commerce Web Logs
Nicolas Poggi, Vinod Muthusamy, David Carrera, Rania Khalaf
Proceedings of the 11th International Conference on Business Process Management, pp. 65--80, Springer-Verlag, 2013

Queue Reorganization for Subscription Congestion Avoidance in Publish/Subscribe Systems
Wei Yan, Vinod Muthusamy, Zheng Xiao, Mingwen Chen, Xubin Pei, Jianguang Hong, Xingchen Heng, Songlin Hu
Proceedings of the 2013 International Conference on Parallel and Distributed Systems, pp. 424--425, IEEE Computer Society


2012

Total Order in Content-Based Publish/Subscribe Systems
Kaiwen Zhang, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, pp. 335--344, IEEE Computer Society

Business Process Insight: An Approach and Platform for the Discovery and Analysis of End-to-End Business Processes
Szabolcs Rozsnyai, Geetika T. Lakshmanan, Vinod Muthusamy, Rania Khalaf and Matthew J. Duftler
Service Research and Innovation Institute (SRII) Global Conference, pp. 80--89, 2012

Planning the transformation of network topologies
Young Yoon, Nathan Robinson, Vinod Muthusamy, Hans-Arno Jacobsen, Sheila A McIlraith
Proceedings of the 2012 AAAI Workshop on Problem Solving Using Classical Planners. AAAI Press


2011

Flexible Distributed Business Process Management
Vinod Muthusamy
Ph.D. Thesis, University of Toronto, 2011
AAINR78312

Foundations for Highly Available Content-Based Publish/Subscribe Overlays
Young Yoon, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 2011 31st International Conference on Distributed Computing Systems, pp. 800--811, IEEE Computer Society

eQoSystem: Supporting Fluid Distributed Service-oriented Workflows
Vinod Muthusamy, Young Yoon, Mohammad Sadoghi, Hans-Arno Jacobsen
Proceedings of the 5th ACM International Conference on Distributed Event-based System, pp. 381--382, ACM, 2011


2010

A Distributed Service-oriented Architecture for Business Process Execution
Guoli Li, Vinod Muthusamy, Hans-Arno Jacobsen
ACM Trans. Web 4(1), 2:1--2:33, ACM, 2010

Predictive Publish/Subscribe Matching
Vinod Muthusamy, Haifeng Liu, Hans-Arno Jacobsen
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems, pp. 14--25, ACM, 2010

BPM in Cloud Architectures: Business Process Management with SLAs and Events
Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 8th International Conference on Business Process Management, pp. 5--10, Springer-Verlag, 2010


2009

Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems
Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno Jacobsen
Proceedings of the 2009 29th IEEE International Conference on Distributed Computing Systems, pp. 101--110, IEEE Computer Society

Efficient Event-based Resource Discovery
Wei Yan, Songlin Hu, Vinod Muthusamy, Hans-Arno Jacobsen, Li Zha
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, pp. 19:1--19:12, ACM, 2009

SLA-driven Business Process Management in SOA
Vinod Muthusamy, Hans-Arno Jacobsen, Tony Chau, Allen Chan, Phil Coulthard
Proceedings of the 2009 Conference of the Center for Advanced Studies on Collaborative Research, pp. 86--100, IBM Corp.


2008

Distributed Automatic Service Composition in Large-scale Systems
Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno Jacobsen
Proceedings of the Second International Conference on Distributed Event-based Systems, pp. 233--244, ACM, 2008

Automating SLA Modeling
Tony Chau, Vinod Muthusamy, Hans-Arno Jacobsen, Elena Litani, Allen Chan, Phil Coulthard
Proceedings of the 2008 Conference of the Center for Advanced Studies on Collaborative Research: Meeting of Minds, pp. 10:126--10:143, ACM

SLA-driven Distributed Application Development
Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the 3rd Workshop on Middleware for Service Oriented Computing, pp. 31--36, ACM, 2008

Adaptive Content-Based Routing in General Overlay Topologies
Guoli Li, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the ACM/IFIP/USENIX 9th International Middleware Conference, pp. 1--21, Springer-Verlag, 2008


2007

SLA-driven Business Process Management in SOA
Vinod Muthusamy, Hans-Arno Jacobsen, Phil Coulthard, Allen Chan, Julie Waterhouse, Elena Litani
Proceedings of the 2007 Conference of the Center for Advanced Studies on Collaborative Research, pp. 264--267, IBM Corp.


2006

Decentralized Execution of Event-Driven Scientific Workflows
Guoli Li, Vinod Muthusamy, H.-Arno Jacobsen, Serge Mankovski
Proceedings of the IEEE Services Computing Workshops, pp. 73--82, IEEE Computer Society, 2006


2005

Publisher Mobility in Distributed Publish/Subscribe Systems
Vinod Muthusamy, Milenko Petrovic, Dapeng Gao, Hans-Arno Jacobsen
Proceedings of the Fourth International Workshop on Distributed Event-Based Systems (DEBS) (ICDCSW'05) - Volume 04, pp. 421--427, IEEE Computer Society, 2005

Content-Based Routing in Mobile Ad Hoc Networks
Milenko Petrovic, Vinod Muthusamy, Hans-Arno Jacobsen
Proceedings of the The Second Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services, pp. 45--55, IEEE Computer Society, 2005

Effects of Routing Computations in Content-based Routing Networks with Mobile Data Sources
Vinod Muthusamy, Milenko Petrovic, Hans-Arno Jacobsen
Proceedings of the 11th Annual International Conference on Mobile Computing and Networking, pp. 103--116, ACM, 2005