Vatche Isahagian

Affiliations:
  • IBM Research AI, Cambridge, MA, USA
  • Bentley University, Waltham, MA, USA
  • IBM T.J. Watson Research Center, Yorktown Heights, NJ, USA


According to our database1, Vatche Isahagian authored at least 74 papers between 2010 and 2023.

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

Timeline

Legend:

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Bibliography

2023
Configuration and Placement of Serverless Applications Using Statistical Learning.
IEEE Trans. Netw. Serv. Manag., June, 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

DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

TaskDiff: A Similarity Metric for Task-Oriented Conversations.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

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

ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks.
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

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

From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation.
Proceedings of the Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum, 2022

2021
SoK: Function-As-A-Service: From An Application Developer's Perspective.
J. Syst. Res., September, 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

LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs.
Proceedings of the IEEE International Conference on Cloud Engineering, 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
A Unified Conversational Assistant Framework for Business Process Automation.
CoRR, 2020

A Snooze-less User-Aware Notification System for Proactive Conversational Agents.
Proceedings of the Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

COSE: Configuring Serverless Functions using Statistical Learning.
Proceedings of the 39th IEEE Conference on Computer Communications, 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

D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning.
Proceedings of the Business Process Management Workshops, 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
MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud.
CoRR, 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

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

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

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

AngelCast: Cloud-based peer-assisted live streaming using optimized multi-tree construction.
Comput. Commun., 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

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

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

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

Building a Chatbot with Serverless Computing.
Proceedings of the 1st International Workshop on Mashups of Things and APIs, 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
A Divide-and-Conquer Algorithm for Betweenness Centrality.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution.
Proceedings of the Business Process Management - 13th International Conference, 2015

2014
Secure and QoS-Managed Information Exchange Between Enterprise and Constrained Environments.
Proceedings of the 17th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2014

2013
Strategic and operational services for workload management in the cloud
PhD thesis, 2013

Slice embedding solutions for distributed service architectures.
ACM Comput. Surv., 2013

Communication Network Design: Balancing Modularity and Mixing via Optimal Graph Spectra.
CoRR, 2013

Repetition-aware content placement in navigational networks.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012
The Filter-Placement Problem and its Application to Minimizing Information Multiplicity.
Proc. VLDB Endow., 2012

On supporting mobility and multihoming in recursive internet architectures.
Comput. Commun., 2012

A Framework for the Evaluation and Management of Network Centrality.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

CloudPack - Exploiting Workload Flexibility through Rational Pricing.
Proceedings of the Middleware 2012, 2012

MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud.
Proceedings of the 12th IEEE/ACM International Symposium on Cluster, 2012

2011
Formal Verification of SLA Transformations.
Proceedings of the World Congress on Services, 2011

Angels in the Cloud: A Peer-Assisted Bulk-Synchronous Content Distribution Service.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
A Type-Theoretic Framework for Efficient and Safe Colocation of Periodic Real-Time Systems.
Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

Colocation as a Service: Strategic and Operational Services for Cloud Colocation.
Proceedings of The Ninth IEEE International Symposium on Networking Computing and Applications, 2010


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