Vinod Muthusamy

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 75

Top Venues

CoRR

ICDCS

IC2E

BPM (Blockchain and RPA Forum)

Publications

Kinjal Basu, Ibrahim Abdelaziz, Subhajit Chaudhury, Soham Dan, Maxwell Crouse, Asim Munawar, Sadhana Kumaravel, Vinod Muthusamy, Pavan Kapanipathi, Luis A. Lastras
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. CoRR (2024)
Walter Gerych, Yara Rizk, Vatche Isahagian, Vinod Muthusamy, Evelyn Duesterwald, Praveen Venkateswaran
Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. AAAI (2024)
Kinjal Basu, Ibrahim Abdelaziz, Subhajit Chaudhury, Soham Dan, Maxwell Crouse, Asim Munawar, Vernon Austel, Sadhana Kumaravel, Vinod Muthusamy, Pavan Kapanipathi, Luis A. Lastras
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. ACL (1) (2024)
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Accelerating the Support of Conversational Interfaces for RPAs Through APIs. BPM (Blockchain and RPA Forum) (2023)
Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. AAAI (2023)
Vinod Muthusamy, Yara Rizk, Kiran Kate, Praveen Venkateswaran, Vatche Isahagian, Ashu Gulati, Parijat Dube
Towards large language model-based personal agents in the enterprise: Current trends and open problems. EMNLP (Findings) (2023)
Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato
The biggest business process management problems to solve before we die. Comput. Ind. 146 (2023)
Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract. Middleware Demos/Posters/Doctoral Symposium (2023)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning for Sequential Data. CLOUD (2023)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. Business Process Management Workshops (2023)
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
Adaptive Aggregation For Federated Learning. Big Data (2022)
Paul C. Castro, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Hybrid Serverless Computing: Opportunities and Challenges. CoRR (2022)
K. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell
Adaptive Aggregation For Federated Learning. CoRR (2022)
Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Natural Language Sentence Generation from API Specifications. CoRR (2022)
Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. CoRR (2022)
K. R. Jayaram, Ashish Verma, Gegi Thomas, Vinod Muthusamy
Just-in-Time Aggregation for Federated Learning. MASCOTS (2022)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Kartik Talamadupula
Can You Teach Robotic Process Automation Bots New Tricks? BPM (Blockchain and RPA Forum) (2022)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. PMAI@IJCAI (2022)
Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian
Towards Continual Learning in Interactive Digital Assistants for Process Automation. PMAI@IJCAI (2022)
K. R. Jayaram, Ashish Verma, Gegi Thomas, Vinod Muthusamy
Just-in-Time Aggregation for Federated Learning. CoRR (2022)
Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian
FedGen: Generalizable Federated Learning. CoRR (2022)
Prerna Agarwal, Buyu Gao, Siyu Huo, Prabhat Reddy, Sampath Dechu, Yazan Obeidi, Vinod Muthusamy, Vatche Isahagian, Sebastian Carbajales
A Process-Aware Decision Support System for Business Processes. KDD (2022)
Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy
A Case for Business Process-Specific Foundation Models. CoRR (2022)
Siyu Huo, Hagen Völzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy
Graph Autoencoders for Business Process Anomaly Detection. BPM (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Robust and Generalizable Predictive Models for Business Processes. BPM (2021)
Vinod Muthusamy, Vatche Isahagian, Yara Rizk
Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. Problems@BPM (2021)
Sohini Upadhyay, Vatche Isahagian, Vinod Muthusamy, Yara Rizk
Extending LIME for Business Process Automation. CoRR (2021)
Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian
Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. KDD (2021)
Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -. BPM (Blockchain and RPA Forum) (2020)
Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski
Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. SCC (2020)
Thomas Rausch, Waldemar Hummer, Vinod Muthusamy
PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms. CoRR (2020)
Tathagata Chakraborti, Vatche Isahagian, Rania Khalaf, Yasaman Khazaeni, Vinod Muthusamy, Yara Rizk, Merve Unuvar
From Robotic Process Automation to Intelligent Process Automation: Emerging Trends. CoRR (2020)
Vinod Muthusamy, Merve Unuvar, Hagen Völzer, Justin D. Weisz
Do's and Don'ts for Human and Digital Worker Integration. CoRR (2020)
Shubham Sharma, Yunfeng Zhang, Jesús M. Ríos Aliaga, Djallel Bouneffouf, Vinod Muthusamy, Kush R. Varshney
Data Augmentation for Discrimination Prevention and Bias Disambiguation. AIES (2020)
Steve T. K. Jan, Vatche Ishakian, Vinod Muthusamy
AI Trust in business processes: The need for process-aware explanations. CoRR (2020)
Steve T. K. Jan, Vatche Ishakian, Vinod Muthusamy
AI Trust in Business Processes: The Need for Process-Aware Explanations. AAAI (2020)
Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
A Conversational Digital Assistant for Intelligent Process Automation. CoRR (2020)
Xue Han, Lianxue Hu, Jaydeep Sen, Yabin Dang, Buyu Gao, Vatche Isahagian, Chuan Lei, Vasilis Efthymiou, Fatma Özcan, Abdul Quamar, Ziming Huang, Vinod Muthusamy
Bootstrapping Natural Language Querying on Process Automation Data. SCC (2020)
Thomas Rausch, Waldemar Hummer, Vinod Muthusamy
An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms. OpML (2020)
Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf
A Conversational Digital Assistant for Intelligent Process Automation. BPM (Blockchain and RPA Forum) (2020)
Phuong Nguyen, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint. CoRR (2019)
Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
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)
Aleksander Slominski, Vinod Muthusamy
BPM for the masses: empowering participants of Cognitive Business Processes. CoRR (2019)
Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum
ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. IC2E (2019)
Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications. CoRR (2019)
K. R. Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser N. Tantawi, Archit Verma, Falk Pollok, Rania Khalaf
FfDL : A Flexible Multi-tenant Deep Learning Platform. CoRR (2019)
Thomas Rausch, Waldemar Hummer, Vinod Muthusamy, Alexander Rashed, Schahram Dustdar
Towards a Serverless Platform for Edge AI. HotEdge (2019)
Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian
Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less. CoRR (2019)
Anthony Kwan, Jonathon Wong, Hans-Arno Jacobsen, Vinod Muthusamy
HyScale: Hybrid and Network Scaling of Dockerized Microservices in Cloud Data Centres. ICDCS (2019)
Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian
The Future of Computing is Boring (and that is exciting!). IC2E (2019)
Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
The rise of serverless computing. Commun. ACM 62 (12) (2019)
K. R. Jayaram, Vinod Muthusamy, Parijat Dube, Vatche Ishakian, Chen Wang, Benjamin Herta, Scott Boag, Diana Arroyo, Asser N. Tantawi, Archit Verma, Falk Pollok, Rania Khalaf
FfDL: A Flexible Multi-tenant Deep Learning Platform. Middleware (2019)
Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
Serving Deep Learning Models in a Serverless Platform. IC2E (2018)
Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. CoRR (2018)
Vinod Muthusamy, Aleksander Slominski, Vatche Ishakian
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications. AI4I (2018)
Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. DSN Workshops (2018)
Pezhman Nasirifard, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Hans-Arno Jacobsen
A serverless topic-based and content-based pub/sub broker: demo. Middleware Posters and Demos (2017)
Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yandong Wang, Jian Ming Zhang, Li Zhang
IBM Deep Learning Service. CoRR (2017)
Ioana Baldini, Paul C. Castro, Kerry Shih-Ping Chang, Perry Cheng, Stephen J. Fink, Vatche Ishakian, Nick Mitchell, Vinod Muthusamy, Rodric M. Rabbah, Aleksander Slominski, Philippe Suter
Serverless Computing: Current Trends and Open Problems. CoRR (2017)
Tejas Dharamsi, Payel Das, Tejaswini Pedapati, Gregory Bramble, Vinod Muthusamy, Horst Samulowitz, Kush R. Varshney, Yuvaraj Rajamanickam, John Thomas, Justin Dauwels
Neurology-as-a-Service for the Developing World. CoRR (2017)
Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
Serverless Programming (Function as a Service). ICDCS (2017)
Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yi Wang, Jian Ming Zhang, Li Zhang
IBM Deep Learning Service. IBM J. Res. Dev. 61 (4-5) (2017)
Kaiwen Zhang, Vinod Muthusamy, Mohammad Sadoghi, Hans-Arno Jacobsen
Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems. ICDCS (2017)
Ioana Baldini, Perry Cheng, Stephen J. Fink, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter, Olivier Tardieu
The serverless trilemma: function composition for serverless computing. Onward! (2017)
Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
Serving deep learning models in a serverless platform. CoRR (2017)
Aleksander Slominski, Vinod Muthusamy
BPM for the Masses: Empowering Participants of Cognitive Business Processes. Business Process Management Workshops (2017)
Geoffrey C. Fox, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski
Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research. CoRR (2017)
Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen
Efficient covering for top-k filtering in content-based publish/subscribe systems. Middleware (2017)
Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt
Process Trace Clustering: A Heterogeneous Information Network Approach. SDM (2016)
Ioana Baldini, Paul C. Castro, Perry Cheng, Stephen J. Fink, Vatche Ishakian, Nick Mitchell, Vinod Muthusamy, Rodric Rabbah, Philippe Suter
Cloud-native, event-based programming for mobile applications. MOBILESoft (2016)
Maja Vukovic, Jim Laredo, Vinod Muthusamy, Aleksander Slominski, Roman Vaculín, Wei Tan, Vijay K. Naik, Ignacio Silva-Lepe, Arun Kumar, Biplav Srivastava, Joel W. Branch
Riding and thriving on the API hype cycle. Commun. ACM 59 (3) (2016)
Erik Wittern, Vinod Muthusamy, Jim Laredo, Maja Vukovic, Aleksander Slominski, Shriram Rajagopalan, Hani Jamjoom, Arjun Natarajan
API Harmony: Graph-based search and selection of APIs in the cloud. IBM J. Res. Dev. 60 (2-3) (2016)
M. Kim, Ajay Mohindra, Vinod Muthusamy, Rohit Ranchal, Valentina Salapura, Aleksander Slominski, Rania Khalaf
Building scalable, secure, multi-tenant cloud services on IBM Bluemix. IBM J. Res. Dev. 60 (2-3) (2016)
Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila A. McIlraith, Hans-Arno Jacobsen
Planning the transformation of overlays. SAC (2016)
Vinod Muthusamy, Aleksander Slominski, Vatche Ishakian, Rania Khalaf, Johnathan M. Reason, Szabolcs Rozsnyai
Lessons learned using a process mining approach to analyze events from distributed applications. DEBS (2016)
Aleksander Slominski, Vinod Muthusamy, Rania Khalaf
Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers. IC2E (2015)
Young Yoon, Nathan Robinson, Vinod Muthusamy, Sheila A. McIlraith, Hans-Arno Jacobsen
Towards Planning the Transformation of Overlays. ICDCS (2015)
Mingwen Chen, Songlin Hu, Vinod Muthusamy, Hans-Arno Jacobsen
Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks. ICDCS (2015)
Vinod Muthusamy, Hans-Arno Jacobsen
Infrastructure-Free Content-Based Publish/Subscribe. IEEE/ACM Trans. Netw. 22 (5) (2014)
Erik Wittern, Jim Laredo, Maja Vukovic, Vinod Muthusamy, Aleksander Slominski
A Graph-Based Data Model for API Ecosystem Insights. ICWS (2014)
Wei Yan, Vinod Muthusamy, Mingwen Chen, Yonghong Huang, Zheng Xiao, Xubin Pei, Songlin Hu
Queue reorganization for subscription congestion avoidance in publish/subscribe systems. IPCCC (2013)
Nicolás Poggi, Vinod Muthusamy, David Carrera, Rania Khalaf
Business Process Mining from E-Commerce Web Logs. BPM (2013)
Wei Yan, Vinod Muthusamy, Zheng Xiao, Mingwen Chen, Xubin Pei, Jianguang Hong, Xingchen Heng, Songlin Hu
Queue Reorganization for Subscription Congestion Avoidance in Publish/Subscribe Systems. ICPADS (2013)
Kaiwen Zhang, Mohammad Sadoghi, Vinod Muthusamy, Hans-Arno Jacobsen
Distributed Ranked Data Dissemination in Social Networks. ICDCS (2013)
Kaiwen Zhang, Vinod Muthusamy, Hans-Arno Jacobsen
Total Order in Content-Based Publish/Subscribe Systems. ICDCS (2012)
Szabolcs Rozsnyai, Geetika T. Lakshmanan, Vinod Muthusamy, Rania Khalaf, Matthew J. Duftler
Business Process Insight: An Approach and Platform for the Discovery and Analysis of End-to-End Business Processes. SRII Global Conference (2012)
Vinod Muthusamy, Young Yoon, Mohammad Sadoghi, Hans-Arno Jacobsen
eQoSystem: supporting fluid distributed service-oriented workflows. DEBS (2011)
Young Yoon, Vinod Muthusamy, Hans-Arno Jacobsen
Foundations for Highly Available Content-Based Publish/Subscribe Overlays. ICDCS (2011)
Vinod Muthusamy, Hans-Arno Jacobsen
BPM in Cloud Architectures: Business Process Management with SLAs and Events. BPM (2010)
Guoli Li, Vinod Muthusamy, Hans-Arno Jacobsen
A distributed service-oriented architecture for business process execution. ACM Trans. Web 4 (1) (2010)
Vinod Muthusamy, Haifeng Liu, Hans-Arno Jacobsen
Predictive publish/subscribe matching. DEBS (2010)
Wei Yan, Songlin Hu, Vinod Muthusamy, Hans-Arno Jacobsen, Li Zha
Efficient event-based resource discovery. DEBS (2009)
Vinod Muthusamy, Hans-Arno Jacobsen, Tony Chau, Allen Chan, Phil Coulthard
SLA-driven business process management in SOA. CASCON (2009)
Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno Jacobsen
Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems. ICDCS (2009)
Hans-Arno Jacobsen, Vinod Muthusamy, Guoli Li
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. 51 (5) (2009)
Tony Chau, Vinod Muthusamy, Hans-Arno Jacobsen, Elena Litani, Allen Chan, Phil Coulthard
Automating SLA modeling. CASCON (2008)
Guoli Li, Vinod Muthusamy, Hans-Arno Jacobsen
Adaptive Content-Based Routing in General Overlay Topologies. Middleware (2008)
Vinod Muthusamy, Hans-Arno Jacobsen
SLA-driven distributed application development. MW4SOC (2008)
Songlin Hu, Vinod Muthusamy, Guoli Li, Hans-Arno Jacobsen
Distributed automatic service composition in large-scale systems. DEBS (2008)
Guoli Li, Alex King Yeung Cheung, Shuang Hou, Songlin Hu, Vinod Muthusamy, R. Sherafat, Alex Wun, Hans-Arno Jacobsen, Serge Mankovski
Historic data access in publish/subscribe. DEBS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vinod Muthusamy