Colocation as a Service: Strategic and Operational Services for Cloud Colocation. - Vatche Ishakian; Raymond Sweha; Jorge Londoño; Azer Bestavros (NCA, 2010)

A Type-Theoretic Framework for Efficient and Safe Colocation of Periodic Real-Time Systems. - Vatche Ishakian; Azer Bestavros; Assaf J. Kfoury (RTCSA, 2010)

Angels in the Cloud: A Peer-Assisted Bulk-Synchronous Content Distribution Service. - Raymond Sweha; Vatche Ishakian; Azer Bestavros (IEEE CLOUD, 2011)

Formal Verification of SLA Transformations. - Vatche Ishakian; Andrei Lapets; Azer Bestavros; Assaf J. Kfoury (SERVICES, 2011)

MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud. - Vatche Ishakian; Azer Bestavros (CCGRID, 2012)

CloudPack - Exploiting Workload Flexibility through Rational Pricing. - Vatche Ishakian; Raymond Sweha; Azer Bestavros; Jonathan Appavoo (Middleware, 2012)

A Framework for the Evaluation and Management of Network Centrality. - Vatche Ishakian; Dóra Erdös; Evimaria Terzi; Azer Bestavros (SDM, 2012)

On supporting mobility and multihoming in recursive internet architectures. - Vatche Ishakian; Joseph Akinwumi; Flavio Esposito; Ibrahim Matta (Comput. Commun., 2012)

The Filter-Placement Problem and its Application to Minimizing Information Multiplicity. - Dóra Erdös; Vatche Ishakian; Andrei Lapets; Evimaria Terzi; Azer Bestavros (Proc. VLDB Endow., 2012)

Repetition-aware content placement in navigational networks. - Dóra Erdös; Vatche Ishakian; Azer Bestavros; Evimaria Terzi (KDD, 2013)

Communication Network Design: Balancing Modularity and Mixing via Optimal Graph Spectra. - Benjamin Lubin; Jesse Shore; Vatche Ishakian (CoRR, 2013)

Slice embedding solutions for distributed service architectures. - Flavio Esposito; Ibrahim Matta; Vatche Ishakian (ACM Comput. Surv., 2013)

Strategic and operational services for workload management in the cloud - Vatche Isahagian (2013)

Secure and QoS-Managed Information Exchange Between Enterprise and Constrained Environments. - Partha P. Pal; Michael Atighetchi; Nathaniel Soule; Vatche Ishakian; Joseph P. Loyall; Robert Grant; Asher Sinclair (ISORC, 2014)

Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution. - Yiqin Yu; Xiang Li 013; Haifeng Liu 005; Jing Mei; Nirmal Mukhi; Vatche Ishakian; Guotong Xie; Geetika T. Lakshmanan; Mike Marin (BPM, 2015)

A Divide-and-Conquer Algorithm for Betweenness Centrality. - Dóra Erdös; Vatche Ishakian; Azer Bestavros; Evimaria Terzi (SDM, 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)

Building a Chatbot with Serverless Computing. - Mengting Yan; Paul C. Castro; Perry Cheng; Vatche Ishakian (MOTA@Middleware, 2016)

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

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

AngelCast: Cloud-based peer-assisted live streaming using optimized multi-tree construction. - Vatche Ishakian; Raymond Sweha; Azer Bestavros (Comput. Commun., 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)

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)

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

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

MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud. - Vatche Ishakian; Azer Bestavros; Assaf J. Kfoury (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)

D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning. - Tathagata Chakraborti; Shubham Agarwal 002; Yasaman Khazaeni; Yara Rizk; Vatche Isahagian (Business Process Management Workshops, 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)

COSE: Configuring Serverless Functions using Statistical Learning. - Nabeel Akhtar; Ali Raza 003; Vatche Ishakian; Ibrahim Matta (INFOCOM, 2020)

A Snooze-less User-Aware Notification System for Proactive Conversational Agents. - Yara Rizk; Vatche Isahagian; Merve Unuvar; Yasaman Khazaeni (HAI-GEN+user2agent@IUI, 2020)

A Unified Conversational Assistant Framework for Business Process Automation. - Yara Rizk; Abhishek Bhandwalder; Scott Boag; Tathagata Chakraborti; Vatche Isahagian; Yasaman Khazaeni; Falk Pollock; Merve Unuvar (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)

LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. - Ali Raza 003; Zongshun Zhang; Nabeel Akhtar; Vatche Isahagian; Ibrahim Matta (IC2E, 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)

SoK: Function-As-A-Service: From An Application Developer's Perspective. - Ali Raza 003; Ibrahim Matta; Nabeel Akhtar; Vasiliki Kalavri; Vatche Isahagian (J. Syst. Res., 2021)

From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. - Tathagata Chakraborti; Yara Rizk; Vatche Isahagian; Burak Aksar; Francesco Fuggitti (BPM (Blockchain and RPA Forum), 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)

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)

ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks. - Ritesh Kumar; Saurabh Goyal; Ashish Verma 001; Vatche Isahagian (Business Process Management Workshops, 2023)

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

TaskDiff: A Similarity Metric for Task-Oriented Conversations. - Ankita Bhaumik; Praveen Venkateswaran; Yara Rizk; Vatche Isahagian (EMNLP, 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)

DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. - Praveen Venkateswaran; Evelyn Duesterwald; Vatche Isahagian (EMNLP, 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)

Configuration and Placement of Serverless Applications Using Statistical Learning. - Ali Raza 003; Nabeel Akhtar; Vatche Isahagian; Ibrahim Matta; Lei Huang (IEEE Trans. Netw. Serv. Manag., 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)

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)

On Automating Security Policies with Contemporary LLMs (Short Paper). - Pablo Fernández Saura; K. R. Jayaram; Vatche Isahagian; Jorge Bernal Bernabé; Antonio F. Skarmeta (SSE, 2025)

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)

On Automating Security Policies with Contemporary LLMs. - Pablo Fernández Saura; K. R. Jayaram; Vatche Isahagian; Jorge Bernal Bernabé; Antonio F. Skarmeta (CoRR, 2025)