Disconnected Operation in Publish/Subscribe Middleware. - Ioana Burcea; Hans-Arno Jacobsen; Eyal de Lara; Vinod Muthusamy; Milenko Petrovic (Mobile Data Management, 2004)

Publisher Mobility in Distributed Publish/Subscribe Systems. - Vinod Muthusamy; Milenko Petrovic; Dapeng Gao; Hans-Arno Jacobsen (ICDCS Workshops, 2005)

Effects of routing computations in content-based routing networks with mobile data sources. - Vinod Muthusamy; Milenko Petrovic; Hans-Arno Jacobsen (MobiCom, 2005)

Content-Based Routing in Mobile Ad Hoc Networks. - Milenko Petrovic; Vinod Muthusamy; Hans-Arno Jacobsen (MobiQuitous, 2005)

Small Scale Peer-to-Peer Publish/Subscribe. - Vinod Muthusamy; Hans-Arno Jacobsen (P2PKM, 2005)

Decentralized Execution of Event-Driven Scientific Workflows. - Guoli Li 002; Vinod Muthusamy; Hans-Arno Jacobsen; Serge Mankovski (SCW, 2006)

SLA-driven business process management in SOA. - Vinod Muthusamy; Hans-Arno Jacobsen; Phil Coulthard; Allen Chan; Julie Waterhouse; Elena Litani (CASCON, 2007)

Historic data access in publish/subscribe. - Guoli Li 002; Alex King Yeung Cheung; Shuang Hou; Songlin Hu 001; Vinod Muthusamy; R. Sherafat; Alex Wun; Hans-Arno Jacobsen; Serge Mankovski (DEBS, 2007)

Automating SLA modeling. - Tony Chau; Vinod Muthusamy; Hans-Arno Jacobsen; Elena Litani; Allen Chan; Phil Coulthard (CASCON, 2008)

Distributed automatic service composition in large-scale systems. - Songlin Hu 001; Vinod Muthusamy; Guoli Li 002; Hans-Arno Jacobsen (DEBS, 2008)

Adaptive Content-Based Routing in General Overlay Topologies. - Guoli Li 002; Vinod Muthusamy; Hans-Arno Jacobsen (Middleware, 2008)

SLA-driven distributed application development. - Vinod Muthusamy; Hans-Arno Jacobsen (MW4SOC, 2008)

SLA-driven business process management in SOA. - Vinod Muthusamy; Hans-Arno Jacobsen; Tony Chau; Allen Chan; Phil Coulthard (CASCON, 2009)

Efficient event-based resource discovery. - Wei Yan; Songlin Hu 001; Vinod Muthusamy; Hans-Arno Jacobsen; Li Zha (DEBS, 2009)

Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems. - Songlin Hu 001; Vinod Muthusamy; Guoli Li 002; Hans-Arno Jacobsen (ICDCS, 2009)

The PADRES Event Processing Network: Uniform Querying of Past and Future Events (Das PADRES Ereignisverarbeitungsnetzwerk: Einheitliche Anfragen auf Ereignisse der Vergangenheit und Zukunft). - Hans-Arno Jacobsen; Vinod Muthusamy; Guoli Li 002 (it Inf. Technol., 2009)

The PADRES Publish/Subscribe System. - Hans-Arno Jacobsen; Alex King Yeung Cheung; Guoli Li 002; Balasubramaneyam Maniymaran; Vinod Muthusamy; Reza Sherafat Kazemzadeh (Principles and Applications of Distributed Event-Based Systems, 2010)

BPM in Cloud Architectures: Business Process Management with SLAs and Events. - Vinod Muthusamy; Hans-Arno Jacobsen (BPM, 2010)

Predictive publish/subscribe matching. - Vinod Muthusamy; Haifeng Liu 001; Hans-Arno Jacobsen (DEBS, 2010)

A distributed service-oriented architecture for business process execution. - Guoli Li 002; Vinod Muthusamy; Hans-Arno Jacobsen (ACM Trans. Web, 2010)

eQoSystem: supporting fluid distributed service-oriented workflows. - Vinod Muthusamy; Young Yoon; Mohammad Sadoghi; Hans-Arno Jacobsen (DEBS, 2011)

Foundations for Highly Available Content-Based Publish/Subscribe Overlays. - Young Yoon; Vinod Muthusamy; Hans-Arno Jacobsen (ICDCS, 2011)

Total Order in Content-Based Publish/Subscribe Systems. - Kaiwen Zhang 001; Vinod Muthusamy; Hans-Arno Jacobsen (ICDCS, 2012)

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; Matthew J. Duftler (SRII Global Conference, 2012)

Business Process Mining from E-Commerce Web Logs. - Nicolás Poggi; Vinod Muthusamy; David Carrera 001; Rania Khalaf (BPM, 2013)

Distributed Ranked Data Dissemination in Social Networks. - Kaiwen Zhang 001; Mohammad Sadoghi; Vinod Muthusamy; Hans-Arno Jacobsen (ICDCS, 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 001 (ICPADS, 2013)

Queue reorganization for subscription congestion avoidance in publish/subscribe systems. - Wei Yan; Vinod Muthusamy; Mingwen Chen; Yonghong Huang; Zheng Xiao; Xubin Pei; Songlin Hu 001 (IPCCC, 2013)

A Graph-Based Data Model for API Ecosystem Insights. - Erik Wittern; Jim Laredo; Maja Vukovic; Vinod Muthusamy; Aleksander Slominski (ICWS, 2014)

Infrastructure-Free Content-Based Publish/Subscribe. - Vinod Muthusamy; Hans-Arno Jacobsen (IEEE/ACM Trans. Netw., 2014)

Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers. - Aleksander Slominski; Vinod Muthusamy; Rania Khalaf (IC2E, 2015)

Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks. - Mingwen Chen; Songlin Hu 001; Vinod Muthusamy; Hans-Arno Jacobsen (ICDCS, 2015)

Towards Planning the Transformation of Overlays. - Young Yoon; Nathan Robinson; Vinod Muthusamy; Sheila A. McIlraith; Hans-Arno Jacobsen (ICDCS, 2015)

Lessons learned using a process mining approach to analyze events from distributed applications. - Vinod Muthusamy; Aleksander Slominski; Vatche Ishakian; Rania Khalaf; Johnathan M. Reason; Szabolcs Rozsnyai (DEBS, 2016)

Cloud-native, event-based programming for mobile applications. - Ioana Baldini; Paul C. Castro; Perry Cheng; Stephen J. Fink; Vatche Ishakian; Nick Mitchell; Vinod Muthusamy; Rodric Rabbah; Philippe Suter (MOBILESoft, 2016)

Planning the transformation of overlays. - Young Yoon; Nathan Robinson; Vinod Muthusamy; Sheila A. McIlraith; Hans-Arno Jacobsen (SAC, 2016)

Process Trace Clustering: A Heterogeneous Information Network Approach. - Phuong Nguyen 002; Aleksander Slominski; Vinod Muthusamy; Vatche Ishakian; Klara Nahrstedt (SDM, 2016)

Riding and thriving on the API hype cycle. - Maja Vukovic; Jim Laredo; Vinod Muthusamy; Aleksander Slominski; Roman Vaculín; Wei Tan 001; Vijay K. Naik; Ignacio Silva-Lepe; Arun Kumar 002; Biplav Srivastava; Joel W. Branch (Commun. ACM, 2016)

Building scalable, secure, multi-tenant cloud services on IBM Bluemix. - M. Kim; Ajay Mohindra; Vinod Muthusamy; Rohit Ranchal; Valentina Salapura; Aleksander Slominski; Rania Khalaf (IBM J. Res. Dev., 2016)

API Harmony: Graph-based search and selection of APIs in the cloud. - Erik Wittern; Vinod Muthusamy; Jim Laredo; Maja Vukovic; Aleksander Slominski; Shriram Rajagopalan; Hani Jamjoom; Arjun Natarajan (IBM J. Res. Dev., 2016)

Serverless Computing: Current Trends and Open Problems. - Ioana Baldini; Paul C. Castro; Kerry Shih-Ping Chang; Perry Cheng; Stephen Fink; Vatche Ishakian; Nick Mitchell; Vinod Muthusamy; Rodric Rabbah; Aleksander Slominski; Philippe Suter (Research Advances in Cloud Computing, 2017)

BPM for the Masses: Empowering Participants of Cognitive Business Processes. - Aleksander Slominski; Vinod Muthusamy (Business Process Management Workshops, 2017)

Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems. - Kaiwen Zhang 001; Vinod Muthusamy; Mohammad Sadoghi; Hans-Arno Jacobsen (ICDCS, 2017)

Serverless Programming (Function as a Service). - Paul C. Castro; Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (ICDCS, 2017)

Efficient covering for top-k filtering in content-based publish/subscribe systems. - Kaiwen Zhang 001; Mohammad Sadoghi; Vinod Muthusamy; Hans-Arno Jacobsen (Middleware, 2017)

A serverless topic-based and content-based pub/sub broker: demo. - Pezhman Nasirifard; Aleksander Slominski; Vinod Muthusamy; Vatche Ishakian; Hans-Arno Jacobsen (Middleware Posters and Demos, 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 (Onward!, 2017)

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

Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research. - Geoffrey C. Fox; Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (CoRR, 2017)

IBM Deep Learning Service. - 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; et al. (CoRR, 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; Justin Dauwels (CoRR, 2017)

IBM Deep Learning Service. - 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; et al. (IBM J. Res. Dev., 2017)

Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications. - Vinod Muthusamy; Aleksander Slominski; Vatche Ishakian (AI4I, 2018)

Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform. - Scott Boag; Parijat Dube; Kaoutar El Maghraoui; Benjamin Herta; Waldemar Hummer; K. R. Jayaram; Rania Khalaf; Vinod Muthusamy; Michael H. Kalantar; Archit Verma (DSN Workshops, 2018)

Serving Deep Learning Models in a Serverless Platform. - Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (IC2E, 2018)

Towards a Serverless Platform for Edge AI. - Thomas Rausch; Waldemar Hummer; Vinod Muthusamy; Alexander Rashed; Schahram Dustdar (HotEdge, 2019)

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI. - Waldemar Hummer; Vinod Muthusamy; Thomas Rausch; Parijat Dube; Kaoutar El Maghraoui; Anupama Murthi; Punleuk Oum (IC2E, 2019)

The Future of Computing is Boring (and that is exciting!). - Aleksander Slominski; Vinod Muthusamy; Vatche Ishakian (IC2E, 2019)

HyScale: Hybrid and Network Scaling of Dockerized Microservices in Cloud Data Centres. - Anthony Kwan; Jonathon Wong; Hans-Arno Jacobsen; Vinod Muthusamy (ICDCS, 2019)

FfDL: A Flexible Multi-tenant Deep Learning Platform. - K. R. Jayaram; Vinod Muthusamy; Parijat Dube; Vatche Ishakian; Chen Wang 039; Benjamin Herta; Scott Boag; Diana Arroyo; Asser N. Tantawi; Archit Verma; Falk Pollok; Rania Khalaf (Middleware, 2019)

The rise of serverless computing. - Paul C. Castro; Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (Commun. ACM, 2019)

SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint. - Phuong Nguyen 002; Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (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. - Paul C. Castro; Vatche Ishakian; Vinod Muthusamy; Aleksander Slominski (CoRR, 2019)

Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less. - Aleksander Slominski; Vinod Muthusamy; Vatche Ishakian (CoRR, 2019)

Bootstrapping Natural Language Querying on Process Automation Data. - Xue Han; Lianxue Hu; Jaydeep Sen; Yabin Dang; Buyu Gao; Vatche Isahagian; Chuan Lei; Vasilis Efthymiou; Fatma Özcan; Abdul Quamar; Ziming Huang; Vinod Muthusamy (SCC, 2020)

Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. - Phuong Nguyen 002; Vatche Isahagian; Vinod Muthusamy; Aleksander Slominski (SCC, 2020)

AI Trust in Business Processes: The Need for Process-Aware Explanations. - Steve T. K. Jan; Vatche Ishakian; Vinod Muthusamy (AAAI, 2020)

Data Augmentation for Discrimination Prevention and Bias Disambiguation. - Shubham Sharma 002; Yunfeng Zhang; Jesús M. Ríos Aliaga; Djallel Bouneffouf 001; Vinod Muthusamy; Kush R. Varshney (AIES, 2020)

From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -. - Tathagata Chakraborti; Vatche Isahagian; Rania Khalaf; Yasaman Khazaeni; Vinod Muthusamy; Yara Rizk; Merve Unuvar (BPM (Blockchain and RPA Forum), 2020)

A Conversational Digital Assistant for Intelligent Process Automation. - Yara Rizk; Vatche Isahagian; Scott Boag; Yasaman Khazaeni; Merve Unuvar; Vinod Muthusamy; Rania Khalaf (BPM (Blockchain and RPA Forum), 2020)

An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms. - Thomas Rausch; Waldemar Hummer; Vinod Muthusamy (OpML, 2020)

PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms. - Thomas Rausch; Waldemar Hummer; Vinod Muthusamy (CoRR, 2020)

Do's and Don'ts for Human and Digital Worker Integration. - Vinod Muthusamy; Merve Unuvar; Hagen Völzer; Justin D. Weisz (CoRR, 2020)

Graph Autoencoders for Business Process Anomaly Detection. - Siyu Huo; Hagen Völzer; Prabhat Reddy; Prerna Agarwal; Vatche Isahagian; Vinod Muthusamy (BPM, 2021)

Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. - Vinod Muthusamy; Vatche Isahagian; Yara Rizk (Problems@BPM, 2021)

Robust and Generalizable Predictive Models for Business Processes. - Praveen Venkateswaran; Vinod Muthusamy; Vatche Isahagian; Nalini Venkatasubramanian (BPM, 2021)

Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. - Praveen Venkateswaran; Vinod Muthusamy; Vatche Isahagian; Nalini Venkatasubramanian (KDD, 2021)

Extending LIME for Business Process Automation. - Sohini Upadhyay; Vatche Isahagian; Vinod Muthusamy; Yara Rizk (CoRR, 2021)

Adaptive Aggregation For Federated Learning. - K. R. Jayaram; Vinod Muthusamy; Gegi Thomas; Ashish Verma 001; Mark Purcell (IEEE Big Data, 2022)

Can You Teach Robotic Process Automation Bots New Tricks? - Yara Rizk; Praveen Venkateswaran; Vatche Isahagian; Vinod Muthusamy; Kartik Talamadupula (BPM (Blockchain and RPA Forum), 2022)

Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. - Phuong Nguyen 002; Vatche Isahagian; Vinod Muthusamy; Aleksander Slominski (PMAI@IJCAI, 2022)

Towards Continual Learning in Interactive Digital Assistants for Process Automation. - Praveen Venkateswaran; Vinod Muthusamy; Yara Rizk; Vatche Isahagian (PMAI@IJCAI, 2022)

A Process-Aware Decision Support System for Business Processes. - Prerna Agarwal; Buyu Gao; Siyu Huo; Prabhat Reddy; Sampath Dechu; Yazan Obeidi; Vinod Muthusamy; Vatche Isahagian; Sebastian Carbajales (KDD, 2022)

Just-in-Time Aggregation for Federated Learning. - K. R. Jayaram; Ashish Verma 001; Gegi Thomas; Vinod Muthusamy (MASCOTS, 2022)

Natural Language Sentence Generation from API Specifications. - Siyu Huo; Kushal Mukherjee; Jayachandu Bandlamudi; Vatche Isahagian; Vinod Muthusamy; Yara Rizk (CoRR, 2022)

A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. - Michael Desmond; Evelyn Duesterwald; Vatche Isahagian; Vinod Muthusamy (CoRR, 2022)

Hybrid Serverless Computing: Opportunities and Challenges. - Paul C. Castro; Vatche Isahagian; Vinod Muthusamy; Aleksander Slominski (CoRR, 2022)

A Case for Business Process-Specific Foundation Models. - Yara Rizk; Praveen Venkateswaran; Vatche Isahagian; Vinod Muthusamy (CoRR, 2022)

FedGen: Generalizable Federated Learning. - Praveen Venkateswaran; Vatche Isahagian; Vinod Muthusamy; Nalini Venkatasubramanian (CoRR, 2022)

FedGen: Generalizable Federated Learning for Sequential Data. - Praveen Venkateswaran; Vatche Isahagian; Vinod Muthusamy; Nalini Venkatasubramanian (CLOUD, 2023)

Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. - Jayachandu Bandlamudi; Kushal Mukherjee; Prerna Agarwal; Sampath Dechu; Siyu Huo; Vatche Isahagian; Vinod Muthusamy; Naveen Purushothaman; Renuka Sindhgatta (AAAI, 2023)

Accelerating the Support of Conversational Interfaces for RPAs Through APIs. - Siyu Huo; Kushal Mukherjee; Jayachandu Bandlamudi; Vatche Isahagian; Vinod Muthusamy; Yara Rizk (BPM (Blockchain and RPA Forum), 2023)

A Case for Business Process-Specific Foundation Models. - Yara Rizk; Praveen Venkateswaran; Vatche Isahagian; Austin Narcomey; Vinod Muthusamy (Business Process Management Workshops, 2023)

Towards large language model-based personal agents in the enterprise: Current trends and open problems. - Vinod Muthusamy; Yara Rizk; Kiran Kate; Praveen Venkateswaran; Vatche Isahagian; Ashu Gulati; Parijat Dube (EMNLP (Findings), 2023)

Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract. - Vatche Isahagian; Vinod Muthusamy; Aleksander Slominski (Middleware Demos/Posters/Doctoral Symposium, 2023)

The biggest business process management problems to solve before we die. - 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; et al. (Comput. Ind., 2023)

Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search. - Walter Gerych; Yara Rizk; Vatche Isahagian; Vinod Muthusamy; Evelyn Duesterwald; Praveen Venkateswaran (AAAI, 2024)

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. - Kinjal Basu 002; Ibrahim Abdelaziz; Subhajit Chaudhury; Soham Dan; Maxwell Crouse; Asim Munawar; Vernon Austel; Sadhana Kumaravel; Vinod Muthusamy; Pavan Kapanipathi; Luis A. Lastras (ACL (1), 2024)

A Conversational Assistant Framework for Automation. - Evelyn Duesterwald; Vatche Isahagian; K. R. Jayaram; Ritesh Kumar; Vinod Muthusamy; Punleuk Oum; Gegi Thomas; Praveen Venkateswaran (Middleware Industry, 2024)

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. - Kinjal Basu 002; Ibrahim Abdelaziz; Subhajit Chaudhury; Soham Dan; Maxwell Crouse; Asim Munawar; Sadhana Kumaravel; Vinod Muthusamy; Pavan Kapanipathi; Luis A. Lastras (CoRR, 2024)

OptiSeq: Optimizing Example Ordering for In-Context Learning. - Rahul Atul Bhope; Praveen Venkateswaran; K. R. Jayaram; Vatche Isahagian; Vinod Muthusamy; Nalini Venkatasubramanian (CoRR, 2025)

FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows. - Evelyn Duesterwald; Siyu Huo; Vatche Isahagian; K. R. Jayaram; Ritesh Kumar; Vinod Muthusamy; Punleuk Oum; Debashish Saha; Gegi Thomas; Praveen Venkateswaran (CoRR, 2025)