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ORCIDVatche Isahagian
Vatche Ishakian
Person information
- affiliation: IBM Research AI, Cambridge, MA, USA
- affiliation: Bentley University, Waltham, MA, USA
- affiliation: IBM T.J. Watson Research Center, Yorktown Heights, NJ, USA
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2020 – today
- 2024
[c51]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: 18065-18072- [c50]Evelyn Duesterwald
, Vatche Isahagian, K. R. Jayaram, Ritesh Kumar, Vinod Muthusamy, Punleuk Oum, Gegi Thomas, Praveen Venkateswaran:
A Conversational Assistant Framework for Automation. Middleware Industry 2024: 1-7 - 2023
- [j9]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: 103837 (2023) - [j8]Ali Raza, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta, Lei Huang:
Configuration and Placement of Serverless Applications Using Statistical Learning. IEEE Trans. Netw. Serv. Manag. 20(2): 1065-1077 (2023) - [c49]Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian:
FedGen: Generalizable Federated Learning for Sequential Data. CLOUD 2023: 308-318 - [c48]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: 15654-15660 - [c47]Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Austin Narcomey, Vinod Muthusamy:
A Case for Business Process-Specific Foundation Models. Business Process Management Workshops 2023: 44-56 - [c46]Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian:
ProtoNER: Few Shot Incremental Learning for Named Entity Recognition Using Prototypical Networks. Business Process Management Workshops 2023: 70-82 - [c45]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: 165-180 - [c44]Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian:
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. EMNLP 2023: 5101-5112 - [c43]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: 6909-6921 - [c42]Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian:
TaskDiff: A Similarity Metric for Task-Oriented Conversations. EMNLP 2023: 16234-16240 - [c41]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: 29-30 - [i28]Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagian:
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks. CoRR abs/2310.02372 (2023) - [i27]Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian:
TaskDiff: A Similarity Metric for Task-Oriented Conversations. CoRR abs/2310.15298 (2023) - 2022
- [c40]Tathagata Chakraborti, Yara Rizk, Vatche Isahagian, Burak Aksar, Francesco Fuggitti:
From Natural Language to Workflows: Towards Emergent Intelligence in Robotic Process Automation. BPM (Blockchain and RPA Forum) 2022: 123-137 - [c39]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: 246-259 - [c38]Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski:
Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach. PMAI@IJCAI 2022: 61-72 - [c37]Praveen Venkateswaran, Vinod Muthusamy, Yara Rizk, Vatche Isahagian:
Towards Continual Learning in Interactive Digital Assistants for Process Automation. PMAI@IJCAI 2022: 85-88 - [c36]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: 2673-2681 - [i26]Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk:
Natural Language Sentence Generation from API Specifications. CoRR abs/2206.06868 (2022) - [i25]Michael Desmond, Evelyn Duesterwald, Vatche Isahagian, Vinod Muthusamy:
A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language. CoRR abs/2207.10648 (2022) - [i24]Paul C. Castro, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski:
Hybrid Serverless Computing: Opportunities and Challenges. CoRR abs/2208.04213 (2022) - [i23]Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy:
A Case for Business Process-Specific Foundation Models. CoRR abs/2210.14739 (2022) - [i22]Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy, Nalini Venkatasubramanian:
FedGen: Generalizable Federated Learning. CoRR abs/2211.01914 (2022) - [i21]Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian:
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning. CoRR abs/2212.02851 (2022) - 2021
- [j7]Ali Raza, Ibrahim Matta, Nabeel Akhtar, Vasiliki Kalavri, Vatche Isahagian:
SoK: Function-As-A-Service: From An Application Developer's Perspective. J. Syst. Res. 1(1) (2021) - [c35]Vinod Muthusamy, Vatche Isahagian, Yara Rizk:
Bringing BPM to the Workers: Towards Worker-Centric Management of Business Processes. Problems@BPM 2021: 34-39 - [c34]Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian:
Robust and Generalizable Predictive Models for Business Processes. BPM 2021: 105-122 - [c33]Siyu Huo, Hagen Völzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy:
Graph Autoencoders for Business Process Anomaly Detection. BPM 2021: 417-433 - [c32]Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta:
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. IC2E 2021: 136-146 - [c31]Praveen Venkateswaran, Vinod Muthusamy, Vatche Isahagian, Nalini Venkatasubramanian:
Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets. KDD 2021: 1615-1624 - [i20]Ali Raza, Zongshun Zhang, Nabeel Akhtar, Vatche Isahagian, Ibrahim Matta:
LIBRA: An Economical Hybrid Approach for Cloud Applications with Strict SLAs. CoRR abs/2104.05491 (2021) - [i19]Sohini Upadhyay, Vatche Isahagian, Vinod Muthusamy, Yara Rizk:
Extending LIME for Business Process Automation. CoRR abs/2108.04371 (2021) - 2020
- [c30]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: 170-177 - [c29]Phuong Nguyen, Vatche Isahagian, Vinod Muthusamy, Aleksander Slominski:
Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints. SCC 2020: 466-468 - [c28]Steve T. K. Jan, Vatche Ishakian, Vinod Muthusamy:
AI Trust in Business Processes: The Need for Process-Aware Explanations. AAAI 2020: 13403-13404 - [c27]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: 85-100 - [c26]Tathagata Chakraborti, Shubham Agarwal, Yasaman Khazaeni, Yara Rizk, Vatche Isahagian:
D3BA: A Tool for Optimizing Business Processes Using Non-deterministic Planning. Business Process Management Workshops 2020: 181-193 - [c25]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: 215-228 - [c24]Nabeel Akhtar, Ali Raza, Vatche Ishakian, Ibrahim Matta:
COSE: Configuring Serverless Functions using Statistical Learning. INFOCOM 2020: 129-138 - [c23]Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni:
A Snooze-less User-Aware Notification System for Proactive Conversational Agents. HAI-GEN+user2agent@IUI 2020 - [i18]Yara Rizk, Abhishek Bhandwalder, Scott Boag, Tathagata Chakraborti, Vatche Isahagian, Yasaman Khazaeni, Falk Pollock, Merve Unuvar:
A Unified Conversational Assistant Framework for Business Process Automation. CoRR abs/2001.03543 (2020) - [i17]Steve T. K. Jan, Vatche Ishakian, Vinod Muthusamy:
AI Trust in business processes: The need for process-aware explanations. CoRR abs/2001.07537 (2020) - [i16]Yara Rizk, Vatche Isahagian, Merve Unuvar, Yasaman Khazaeni:
A Snooze-less User-Aware Notification System for Proactive Conversational Agents. CoRR abs/2003.02097 (2020) - [i15]Yara Rizk, Vatche Isahagian, Scott Boag, Yasaman Khazaeni, Merve Unuvar, Vinod Muthusamy, Rania Khalaf:
A Conversational Digital Assistant for Intelligent Process Automation. CoRR abs/2007.13256 (2020) - [i14]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 abs/2007.13257 (2020)
2010 – 2019
- 2019
- [j6]Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
The rise of serverless computing. Commun. ACM 62(12): 44-54 (2019) - [c22]Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian:
The Future of Computing is Boring (and that is exciting!). IC2E 2019: 97-101 - [c21]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: 82-95 - [i13]Phuong Nguyen, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
SUMMARIZED: Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint. CoRR abs/1905.00983 (2019) - [i12]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 abs/1906.02888 (2019) - [i11]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 abs/1906.10398 (2019) - [i10]Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian:
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications. CoRR abs/1906.10418 (2019) - [i9]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 abs/1909.06526 (2019) - [i8]Vatche Ishakian, Azer Bestavros, Assaf J. Kfoury:
MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud. CoRR abs/1912.00549 (2019) - 2018
- [c20]Vinod Muthusamy, Aleksander Slominski, Vatche Ishakian:
Towards Enterprise-Ready AI Deployments Minimizing the Risk of Consuming AI Models in Business Applications. AI4I 2018: 108-109 - [c19]Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
Serving Deep Learning Models in a Serverless Platform. IC2E 2018: 257-262 - 2017
- [j5]Vatche Ishakian, Raymond Sweha, Azer Bestavros:
AngelCast: Cloud-based peer-assisted live streaming using optimized multi-tree construction. Comput. Commun. 111: 14-28 (2017) - [j4]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): 10:1-10:11 (2017) - [c18]Paul C. Castro, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
Serverless Programming (Function as a Service). ICDCS 2017: 2658-2659 - [c17]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: 23-24 - [p1]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:
Serverless Computing: Current Trends and Open Problems. Research Advances in Cloud Computing 2017: 1-20 - [i7]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 abs/1706.03178 (2017) - [i6]Geoffrey C. Fox, Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research. CoRR abs/1708.08028 (2017) - [i5]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 abs/1709.05871 (2017) - [i4]Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
Serving deep learning models in a serverless platform. CoRR abs/1710.08460 (2017) - 2016
- [c16]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: 199-204 - [c15]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: 287-288 - [c14]Mengting Yan, Paul C. Castro, Perry Cheng, Vatche Ishakian:
Building a Chatbot with Serverless Computing. MOTA@Middleware 2016: 5:1-5:4 - [c13]Phuong Nguyen, Aleksander Slominski, Vinod Muthusamy, Vatche Ishakian, Klara Nahrstedt:
Process Trace Clustering: A Heterogeneous Information Network Approach. SDM 2016: 279-287 - 2015
- [c12]Yiqin Yu, Xiang Li, Haifeng Liu, Jing Mei, Nirmal Mukhi, Vatche Ishakian, Guotong Xie, Geetika T. Lakshmanan, Mike Marin:
Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution. BPM 2015: 226-241 - [c11]Dóra Erdös, Vatche Ishakian, Azer Bestavros, Evimaria Terzi:
A Divide-and-Conquer Algorithm for Betweenness Centrality. SDM 2015: 433-441 - 2014
- [c10]Partha P. Pal, Michael Atighetchi, Nathaniel Soule, Vatche Ishakian, Joseph P. Loyall, Robert Grant, Asher Sinclair:
Secure and QoS-Managed Information Exchange Between Enterprise and Constrained Environments. ISORC 2014: 141-149 - [i3]Dóra Erdös, Vatche Ishakian, Azer Bestavros, Evimaria Terzi:
A Divide-and-Conquer Algorithm for Betweenness Centrality. CoRR abs/1406.4173 (2014) - 2013
- [b1]Vatche Isahagian:
Strategic and operational services for workload management in the cloud. Boston University, USA, 2013 - [j3]Flavio Esposito, Ibrahim Matta, Vatche Ishakian:
Slice embedding solutions for distributed service architectures. ACM Comput. Surv. 46(1): 6:1-6:29 (2013) - [c9]Dóra Erdös, Vatche Ishakian, Azer Bestavros, Evimaria Terzi:
Repetition-aware content placement in navigational networks. KDD 2013: 820-828 - [i2]Benjamin Lubin, Jesse Shore, Vatche Ishakian:
Communication Network Design: Balancing Modularity and Mixing via Optimal Graph Spectra. CoRR abs/1308.3174 (2013) - 2012
- [j2]Vatche Ishakian, Joseph Akinwumi, Flavio Esposito, Ibrahim Matta:
On supporting mobility and multihoming in recursive internet architectures. Comput. Commun. 35(13): 1561-1573 (2012) - [j1]Dóra Erdös, Vatche Ishakian, Andrei Lapets, Evimaria Terzi, Azer Bestavros:
The Filter-Placement Problem and its Application to Minimizing Information Multiplicity. Proc. VLDB Endow. 5(5): 418-429 (2012) - [c8]Vatche Ishakian, Azer Bestavros:
MORPHOSYS: Efficient Colocation of QoS-Constrained Workloads in the Cloud. CCGRID 2012: 90-97 - [c7]Vatche Ishakian, Raymond Sweha, Azer Bestavros, Jonathan Appavoo:
CloudPack - Exploiting Workload Flexibility through Rational Pricing. Middleware 2012: 374-393 - [c6]Raymond Sweha, Vatche Ishakian, Azer Bestavros:
AngelCast: cloud-based peer-assisted live streaming using optimized multi-tree construction. MMSys 2012: 191-202 - [c5]Vatche Ishakian, Dóra Erdös, Evimaria Terzi, Azer Bestavros:
A Framework for the Evaluation and Management of Network Centrality. SDM 2012: 427-438 - [i1]Dóra Erdös, Vatche Ishakian, Andrei Lapets, Evimaria Terzi, Azer Bestavros:
The Filter-Placement Problem and its Application to Minimizing Information Multiplicity. CoRR abs/1201.6565 (2012) - 2011
- [c4]Raymond Sweha, Vatche Ishakian, Azer Bestavros:
Angels in the Cloud: A Peer-Assisted Bulk-Synchronous Content Distribution Service. IEEE CLOUD 2011: 97-104 - [c3]Vatche Ishakian, Andrei Lapets, Azer Bestavros, Assaf J. Kfoury:
Formal Verification of SLA Transformations. SERVICES 2011: 540-547 - 2010
- [c2]Vatche Ishakian, Raymond Sweha, Jorge Londoño, Azer Bestavros:
Colocation as a Service: Strategic and Operational Services for Cloud Colocation. NCA 2010: 76-83 - [c1]Vatche Ishakian, Azer Bestavros, Assaf J. Kfoury:
A Type-Theoretic Framework for Efficient and Safe Colocation of Periodic Real-Time Systems. RTCSA 2010: 143-152
Coauthor Index
[c51] [c50] [j9] [c49] [c48] [c47] [c45] [c43] [c41] [c39] [c38] [c37] [c36] [i26] [i25] [i24] [i23] [i22] [c35] [c34] [c33] [c31] [i19] [c30] [c29] [c28] [c27] [c25] [i17] [i15] [i14] [j6] [c22] [c21] [i13] [i12] [i11] [i10] [i9] [c20] [c19] [j4] [c18] [c17] [p1] [i7] [i6] [i5] [i4] [c16] [c15] [c13]
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