Vinod Muthusamy

Orcid: 0000-0003-0614-2563

According to our database1, Vinod Muthusamy authored at least 100 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs.
CoRR, 2024

A Conversational Assistant Framework for Automation.
Proceedings of the 25th International Middleware Conference Industrial Track, 2024

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
The biggest business process management problems to solve before we die.
Comput. Ind., April, 2023

Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract.
Proceedings of the 24th International Middleware Conference Demos, 2023

Towards large language model-based personal agents in the enterprise: Current trends and open problems.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Case for Business Process-Specific Foundation Models.
Proceedings of the Business Process Management Workshops, 2023

Accelerating the Support of Conversational Interfaces for RPAs Through APIs.
Proceedings of the Business Process Management: Blockchain, Robotic Process Automation and Educators Forum, 2023

Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

FedGen: Generalizable Federated Learning for Sequential Data.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
FedGen: Generalizable Federated Learning.
CoRR, 2022

A Case for Business Process-Specific Foundation Models.
CoRR, 2022

Hybrid Serverless Computing: Opportunities and Challenges.
CoRR, 2022

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language.
CoRR, 2022

Natural Language Sentence Generation from API Specifications.
CoRR, 2022

Just-in-Time Aggregation for Federated Learning.
Proceedings of the 30th International Symposium on Modeling, 2022

A Process-Aware Decision Support System for Business Processes.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Towards Continual Learning in Interactive Digital Assistants for Process Automation.
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach.
Proceedings of the Workshop on Process Management in the AI Era (PMAI 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Can You Teach Robotic Process Automation Bots New Tricks?
Proceedings of the Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum, 2022

Adaptive Aggregation For Federated Learning.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Extending LIME for Business Process Automation.
CoRR, 2021

Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Robust and Generalizable Predictive Models for Business Processes.
Proceedings of the Business Process Management - 19th International Conference, 2021

Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes.
Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), 2021

Graph Autoencoders for Business Process Anomaly Detection.
Proceedings of the Business Process Management - 19th International Conference, 2021

2020
Do's and Don'ts for Human and Digital Worker Integration.
CoRR, 2020

PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms.
CoRR, 2020

An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms.
Proceedings of the 2020 USENIX Conference on Operational Machine Learning, 2020

A Conversational Digital Assistant for Intelligent Process Automation.
Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2020

From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -.
Proceedings of the Business Process Management: Blockchain and Robotic Process Automation Forum, 2020

Data Augmentation for Discrimination Prevention and Bias Disambiguation.
Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

AI Trust in Business Processes: The Need for Process-Aware Explanations.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

Bootstrapping Natural Language Querying on Process Automation Data.
Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019
Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less.
CoRR, 2019

The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry.
CoRR, 2019

SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint.
CoRR, 2019

The rise of serverless computing.
Commun. ACM, 2019

FfDL: A Flexible Multi-tenant Deep Learning Platform.
Proceedings of the 20th International Middleware Conference, 2019

HyScale: Hybrid and Network Scaling of Dockerized Microservices in Cloud Data Centres.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

The Future of Computing is Boring (and that is exciting!).
Proceedings of the IEEE International Conference on Cloud Engineering, 2019

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI.
Proceedings of the IEEE International Conference on Cloud Engineering, 2019

Towards a Serverless Platform for Edge AI.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

2018
Serving Deep Learning Models in a Serverless Platform.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018

Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications.
Proceedings of the First International Conference on Artificial Intelligence for Industries, 2018

2017
IBM Deep Learning Service.
IBM J. Res. Dev., 2017

Neurology-as-a-Service for the Developing World.
CoRR, 2017

IBM Deep Learning Service.
CoRR, 2017

Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research.
CoRR, 2017

Serverless Computing: Current Trends and Open Problems.
CoRR, 2017

The serverless trilemma: function composition for serverless computing.
Proceedings of the 2017 ACM SIGPLAN International Symposium on New Ideas, 2017

A serverless topic-based and content-based pub/sub broker: demo.
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Posters and Demos, Las Vegas, NV, USA, December 11, 2017

Efficient covering for top-k filtering in content-based publish/subscribe systems.
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Serverless Programming (Function as a Service).
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

BPM for the Masses: Empowering Participants of Cognitive Business Processes.
Proceedings of the Business Process Management Workshops, 2017

Serverless Computing: Current Trends and Open Problems.
Proceedings of the Research Advances in Cloud Computing, 2017

2016
API Harmony: Graph-based search and selection of APIs in the cloud.
IBM J. Res. Dev., 2016

Building scalable, secure, multi-tenant cloud services on IBM Bluemix.
IBM J. Res. Dev., 2016

Riding and thriving on the API hype cycle.
Commun. ACM, 2016

Process Trace Clustering: A Heterogeneous Information Network Approach.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Planning the transformation of overlays.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Cloud-native, event-based programming for mobile applications.
Proceedings of the International Conference on Mobile Software Engineering and Systems, 2016

Lessons learned using a process mining approach to analyze events from distributed applications.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

2015
Towards Planning the Transformation of Overlays.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

2014
Infrastructure-Free Content-Based Publish/Subscribe.
IEEE/ACM Trans. Netw., 2014

A Graph-Based Data Model for API Ecosystem Insights.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2013
Queue reorganization for subscription congestion avoidance in publish/subscribe systems.
Proceedings of the IEEE 32nd International Performance Computing and Communications Conference, 2013

Queue Reorganization for Subscription Congestion Avoidance in Publish/Subscribe Systems.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013

Distributed Ranked Data Dissemination in Social Networks.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

Business Process Mining from E-Commerce Web Logs.
Proceedings of the Business Process Management - 11th International Conference, 2013

2012
Business Process Insight: An Approach and Platform for the Discovery and Analysis of End-to-End Business Processes.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012

Total Order in Content-Based Publish/Subscribe Systems.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

2011
Foundations for Highly Available Content-Based Publish/Subscribe Overlays.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

eQoSystem: supporting fluid distributed service-oriented workflows.
Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

2010
A distributed service-oriented architecture for business process execution.
ACM Trans. Web, 2010

Predictive publish/subscribe matching.
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems, 2010

BPM in Cloud Architectures: Business Process Management with SLAs and Events.
Proceedings of the Business Process Management - 8th International Conference, 2010

The PADRES Publish/Subscribe System.
Proceedings of the Principles and Applications of Distributed Event-Based Systems, 2010

2009
The PADRES Event Processing Network: Uniform Querying of Past and Future Events (Das PADRES Ereignisverarbeitungsnetzwerk: Einheitliche Anfragen auf Ereignisse der Vergangenheit und Zukunft).
it Inf. Technol., 2009

Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems.
Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

Efficient event-based resource discovery.
Proceedings of the Third ACM International Conference on Distributed Event-Based Systems, 2009

SLA-driven business process management in SOA.
Proceedings of the 2009 conference of the Centre for Advanced Studies on Collaborative Research, 2009

2008
SLA-driven distributed application development.
Proceedings of the 3rd Workshop on Middleware for Service Oriented Computing, 2008

Adaptive Content-Based Routing in General Overlay Topologies.
Proceedings of the Middleware 2008, 2008

Distributed automatic service composition in large-scale systems.
Proceedings of the Second International Conference on Distributed Event-Based Systems, 2008

Automating SLA modeling.
Proceedings of the 2008 conference of the Centre for Advanced Studies on Collaborative Research, 2008

2007
Historic data access in publish/subscribe.
Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems, 2007

SLA-driven business process management in SOA.
Proceedings of the 2007 conference of the Centre for Advanced Studies on Collaborative Research, 2007

2006
Decentralized Execution of Event-Driven Scientific Workflows.
Proceedings of the 2006 IEEE Services Computing Workshops (SCW 2006), 2006

2005
Small Scale Peer-to-Peer Publish/Subscribe.
Proceedings of the 2005 International Workshop on Description Logics (DL2005), 2005

Content-Based Routing in Mobile Ad Hoc Networks.
Proceedings of the 2nd Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2005), 2005

Effects of routing computations in content-based routing networks with mobile data sources.
Proceedings of the 11th Annual International Conference on Mobile Computing and Networking, 2005

Publisher Mobility in Distributed Publish/Subscribe Systems.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2004
Disconnected Operation in Publish/Subscribe Middleware.
Proceedings of the 5th IEEE International Conference on Mobile Data Management (MDM 2004), 2004


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