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BibTeX records: Vinod Muthusamy
@inproceedings{DBLP:conf/aaai/GerychRIMDV24, author = {Walter Gerych and Yara Rizk and Vatche Isahagian and Vinod Muthusamy and Evelyn Duesterwald and Praveen Venkateswaran}, editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan}, title = {Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search}, booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI} 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver, Canada}, pages = {18065--18072}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.1609/aaai.v38i16.29763}, doi = {10.1609/AAAI.V38I16.29763}, timestamp = {Tue, 02 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/GerychRIMDV24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/0002ACDCMAKMKL24, author = {Kinjal Basu and Ibrahim Abdelaziz and Subhajit Chaudhury and Soham Dan and Maxwell Crouse and Asim Munawar and Vernon Austel and Sadhana Kumaravel and Vinod Muthusamy and Pavan Kapanipathi and Luis A. Lastras}, editor = {Lun{-}Wei Ku and Andre Martins and Vivek Srikumar}, title = {{API-BLEND:} {A} Comprehensive Corpora for Training and Benchmarking {API} LLMs}, booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand, August 11-16, 2024}, pages = {12859--12870}, publisher = {Association for Computational Linguistics}, year = {2024}, url = {https://doi.org/10.18653/v1/2024.acl-long.694}, doi = {10.18653/V1/2024.ACL-LONG.694}, timestamp = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/0002ACDCMAKMKL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-15491, author = {Kinjal Basu and Ibrahim Abdelaziz and Subhajit Chaudhury and Soham Dan and Maxwell Crouse and Asim Munawar and Sadhana Kumaravel and Vinod Muthusamy and Pavan Kapanipathi and Luis A. Lastras}, title = {{API-BLEND:} {A} Comprehensive Corpora for Training and Benchmarking {API} LLMs}, journal = {CoRR}, volume = {abs/2402.15491}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.15491}, doi = {10.48550/ARXIV.2402.15491}, eprinttype = {arXiv}, eprint = {2402.15491}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-15491.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cii/BeerepootCRRBBCCCDFDDFFGIIKKLLLLMMM23, author = {Iris Beerepoot and Claudio Di Ciccio and Hajo A. Reijers and Stefanie Rinderle{-}Ma and Wasana Bandara and Andrea Burattin and Diego Calvanese and Tianwa Chen and Izack Cohen and Beno{\^{\i}}t Depaire and Gemma Di Federico and Marlon Dumas and Christopher G. J. van Dun and Tobias Fehrer and Dominik Andreas Fischer and Avigdor Gal and Marta Indulska and Vatche Isahagian and Christopher Klinkm{\"{u}}ller and Wolfgang Kratsch and Henrik Leopold and Amy Van Looy and Hugo A. L{\'{o}}pez and Sanja Lukumbuzya and Jan Mendling and Lara Meyers and Linda Moder and Marco Montali and Vinod Muthusamy and Manfred Reichert and Yara Rizk and Michael Rosemann and Maximilian R{\"{o}}glinger and Shazia Sadiq and Ronny Seiger and Tijs Slaats and Mantas Simkus and Ida Asadi Someh and Barbara Weber and Ingo Weber and Mathias Weske and Francesca Zerbato}, title = {The biggest business process management problems to solve before we die}, journal = {Comput. Ind.}, volume = {146}, pages = {103837}, year = {2023}, url = {https://doi.org/10.1016/j.compind.2022.103837}, doi = {10.1016/J.COMPIND.2022.103837}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cii/BeerepootCRRBBCCCDFDDFFGIIKKLLLLMMM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEcloud/VenkateswaranIMV23, author = {Praveen Venkateswaran and Vatche Isahagian and Vinod Muthusamy and Nalini Venkatasubramanian}, title = {FedGen: Generalizable Federated Learning for Sequential Data}, booktitle = {16th {IEEE} International Conference on Cloud Computing, {CLOUD} 2023, Chicago, IL, USA, July 2-8, 2023}, pages = {308--318}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CLOUD60044.2023.00044}, doi = {10.1109/CLOUD60044.2023.00044}, timestamp = {Fri, 29 Sep 2023 13:28:51 +0200}, biburl = {https://dblp.org/rec/conf/IEEEcloud/VenkateswaranIMV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BandlamudiMADHI23, author = {Jayachandu Bandlamudi and Kushal Mukherjee and Prerna Agarwal and Sampath Dechu and Siyu Huo and Vatche Isahagian and Vinod Muthusamy and Naveen Purushothaman and Renuka Sindhgatta}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {Towards Hybrid Automation by Bootstrapping Conversational Interfaces for {IT} Operation Tasks}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {15654--15660}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i13.26856}, doi = {10.1609/AAAI.V37I13.26856}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BandlamudiMADHI23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/RizkVINM23, author = {Yara Rizk and Praveen Venkateswaran and Vatche Isahagian and Austin Narcomey and Vinod Muthusamy}, editor = {Jochen De Weerdt and Luise Pufahl}, title = {A Case for Business Process-Specific Foundation Models}, booktitle = {Business Process Management Workshops - {BPM} 2023 International Workshops, Utrecht, The Netherlands, September 11-15, 2023, Revised Selected Papers}, series = {Lecture Notes in Business Information Processing}, volume = {492}, pages = {44--56}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-50974-2\_4}, doi = {10.1007/978-3-031-50974-2\_4}, timestamp = {Wed, 31 Jan 2024 16:16:30 +0100}, biburl = {https://dblp.org/rec/conf/bpm/RizkVINM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/HuoMBIMR23, author = {Siyu Huo and Kushal Mukherjee and Jayachandu Bandlamudi and Vatche Isahagian and Vinod Muthusamy and Yara Rizk}, editor = {Julius K{\"{o}}pke and Orlenys L{\'{o}}pez{-}Pintado and Ralf Plattfaut and Jana{-}Rebecca Rehse and Katarzyna Gdowska and Fernanda Gonzalez{-}Lopez and Jorge Munoz{-}Gama and Koen Smit and Jan Martijn E. M. van der Werf}, title = {Accelerating the Support of Conversational Interfaces for RPAs Through APIs}, booktitle = {Business Process Management: Blockchain, Robotic Process Automation and Educators Forum - {BPM} 2023 Blockchain, {RPA} and Educators Forum, Utrecht, The Netherlands, September 11-15, 2023, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {491}, pages = {165--180}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-43433-4\_11}, doi = {10.1007/978-3-031-43433-4\_11}, timestamp = {Wed, 06 Sep 2023 18:07:07 +0200}, biburl = {https://dblp.org/rec/conf/bpm/HuoMBIMR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/MuthusamyRKVIGD23, author = {Vinod Muthusamy and Yara Rizk and Kiran Kate and Praveen Venkateswaran and Vatche Isahagian and Ashu Gulati and Parijat Dube}, editor = {Houda Bouamor and Juan Pino and Kalika Bali}, title = {Towards large language model-based personal agents in the enterprise: Current trends and open problems}, booktitle = {Findings of the Association for Computational Linguistics: {EMNLP} 2023, Singapore, December 6-10, 2023}, pages = {6909--6921}, publisher = {Association for Computational Linguistics}, year = {2023}, url = {https://doi.org/10.18653/v1/2023.findings-emnlp.461}, doi = {10.18653/V1/2023.FINDINGS-EMNLP.461}, timestamp = {Fri, 12 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/MuthusamyRKVIGD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/IsahagianMS23, author = {Vatche Isahagian and Vinod Muthusamy and Aleksander Slominski}, title = {Publish-subscribe with large language models: Improving expressiveness with natural language and generated custom notifications: Poster Abstract}, booktitle = {Proceedings of the 24th International Middleware Conference Demos, Posters and Doctoral Symposium, Bologna, Italy, December 11-15, 2023}, pages = {29--30}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3626564.3629099}, doi = {10.1145/3626564.3629099}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/middleware/IsahagianMS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/JayaramMTVP22, author = {K. R. Jayaram and Vinod Muthusamy and Gegi Thomas and Ashish Verma and Mark Purcell}, editor = {Shusaku Tsumoto and Yukio Ohsawa and Lei Chen and Dirk Van den Poel and Xiaohua Hu and Yoichi Motomura and Takuya Takagi and Lingfei Wu and Ying Xie and Akihiro Abe and Vijay Raghavan}, title = {Adaptive Aggregation For Federated Learning}, booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022}, pages = {180--185}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/BigData55660.2022.10021119}, doi = {10.1109/BIGDATA55660.2022.10021119}, timestamp = {Tue, 11 Jun 2024 10:44:02 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/JayaramMTVP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/RizkVIMT22, author = {Yara Rizk and Praveen Venkateswaran and Vatche Isahagian and Vinod Muthusamy and Kartik Talamadupula}, editor = {Andrea Marrella and Raimundas Matulevicius and Renata Gabryelczyk and Bernhard Axmann and Vesna Bosilj{-}Vuksic and Walid Gaaloul and Mojca Indihar Stemberger and Andrea Ko and Qinghua Lu}, title = {Can You Teach Robotic Process Automation Bots New Tricks?}, booktitle = {Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum - {BPM} 2022 Blockchain, RPA, and {CEE} Forum, M{\"{u}}nster, Germany, September 11-16, 2022, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {459}, pages = {246--259}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-16168-1\_16}, doi = {10.1007/978-3-031-16168-1\_16}, timestamp = {Wed, 28 Dec 2022 15:40:12 +0100}, biburl = {https://dblp.org/rec/conf/bpm/RizkVIMT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/NguyenIMS22, author = {Phuong Nguyen and Vatche Isahagian and Vinod Muthusamy and Aleksander Slominski}, editor = {Giuseppe De Giacomo and Antonella Guzzo and Marco Montali and Lior Limonad and Fabiana Fournier and Tagatha Chakraborti}, title = {Summarizing Process Traces for Analysis Tasks: An Intuitive and User-controlled Approach}, booktitle = {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), Wien, Austria, July 23, 2022}, series = {{CEUR} Workshop Proceedings}, volume = {3310}, pages = {61--72}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3310/paper6.pdf}, timestamp = {Fri, 23 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/NguyenIMS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/VenkateswaranMR22, author = {Praveen Venkateswaran and Vinod Muthusamy and Yara Rizk and Vatche Isahagian}, editor = {Giuseppe De Giacomo and Antonella Guzzo and Marco Montali and Lior Limonad and Fabiana Fournier and Tagatha Chakraborti}, title = {Towards Continual Learning in Interactive Digital Assistants for Process Automation}, booktitle = {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), Wien, Austria, July 23, 2022}, series = {{CEUR} Workshop Proceedings}, volume = {3310}, pages = {85--88}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3310/paper11.pdf}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/VenkateswaranMR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/AgarwalGHRDOMIC22, author = {Prerna Agarwal and Buyu Gao and Siyu Huo and Prabhat Reddy and Sampath Dechu and Yazan Obeidi and Vinod Muthusamy and Vatche Isahagian and Sebastian Carbajales}, editor = {Aidong Zhang and Huzefa Rangwala}, title = {A Process-Aware Decision Support System for Business Processes}, booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022}, pages = {2673--2681}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3534678.3539088}, doi = {10.1145/3534678.3539088}, timestamp = {Mon, 28 Aug 2023 21:17:29 +0200}, biburl = {https://dblp.org/rec/conf/kdd/AgarwalGHRDOMIC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mascots/JayaramVTM22, author = {K. R. Jayaram and Ashish Verma and Gegi Thomas and Vinod Muthusamy}, title = {Just-in-Time Aggregation for Federated Learning}, booktitle = {30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, {MASCOTS} 2022, Nice, France, October 18-20, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/MASCOTS56607.2022.00009}, doi = {10.1109/MASCOTS56607.2022.00009}, timestamp = {Fri, 10 Mar 2023 14:57:34 +0100}, biburl = {https://dblp.org/rec/conf/mascots/JayaramVTM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-12163, author = {K. R. Jayaram and Vinod Muthusamy and Gegi Thomas and Ashish Verma and Mark Purcell}, title = {Adaptive Aggregation For Federated Learning}, journal = {CoRR}, volume = {abs/2203.12163}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.12163}, doi = {10.48550/ARXIV.2203.12163}, eprinttype = {arXiv}, eprint = {2203.12163}, timestamp = {Tue, 29 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-12163.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-06868, author = {Siyu Huo and Kushal Mukherjee and Jayachandu Bandlamudi and Vatche Isahagian and Vinod Muthusamy and Yara Rizk}, title = {Natural Language Sentence Generation from {API} Specifications}, journal = {CoRR}, volume = {abs/2206.06868}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.06868}, doi = {10.48550/ARXIV.2206.06868}, eprinttype = {arXiv}, eprint = {2206.06868}, timestamp = {Tue, 21 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-06868.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-10648, author = {Michael Desmond and Evelyn Duesterwald and Vatche Isahagian and Vinod Muthusamy}, title = {A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language}, journal = {CoRR}, volume = {abs/2207.10648}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.10648}, doi = {10.48550/ARXIV.2207.10648}, eprinttype = {arXiv}, eprint = {2207.10648}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-10648.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-04213, author = {Paul C. Castro and Vatche Isahagian and Vinod Muthusamy and Aleksander Slominski}, title = {Hybrid Serverless Computing: Opportunities and Challenges}, journal = {CoRR}, volume = {abs/2208.04213}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.04213}, doi = {10.48550/ARXIV.2208.04213}, eprinttype = {arXiv}, eprint = {2208.04213}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-04213.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-09740, author = {K. R. Jayaram and Ashish Verma and Gegi Thomas and Vinod Muthusamy}, title = {Just-in-Time Aggregation for Federated Learning}, journal = {CoRR}, volume = {abs/2208.09740}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.09740}, doi = {10.48550/ARXIV.2208.09740}, eprinttype = {arXiv}, eprint = {2208.09740}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-09740.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-14739, author = {Yara Rizk and Praveen Venkateswaran and Vatche Isahagian and Vinod Muthusamy}, title = {A Case for Business Process-Specific Foundation Models}, journal = {CoRR}, volume = {abs/2210.14739}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.14739}, doi = {10.48550/ARXIV.2210.14739}, eprinttype = {arXiv}, eprint = {2210.14739}, timestamp = {Wed, 02 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-14739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-01914, author = {Praveen Venkateswaran and Vatche Isahagian and Vinod Muthusamy and Nalini Venkatasubramanian}, title = {FedGen: Generalizable Federated Learning}, journal = {CoRR}, volume = {abs/2211.01914}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.01914}, doi = {10.48550/ARXIV.2211.01914}, eprinttype = {arXiv}, eprint = {2211.01914}, timestamp = {Fri, 04 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-01914.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/MuthusamyIR21, author = {Vinod Muthusamy and Vatche Isahagian and Yara Rizk}, editor = {Iris Beerepoot and Claudio Di Ciccio and Andrea Marrella and Hajo A. Reijers and Stefanie Rinderle{-}Ma and Barbara Weber}, title = {Bringing {BPM} to the Workers: Towards Worker-Centric Management of Business Processes}, booktitle = {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), Rome, Italy, September 6-10, 2021}, series = {{CEUR} Workshop Proceedings}, volume = {2938}, pages = {34--39}, publisher = {CEUR-WS.org}, year = {2021}, url = {https://ceur-ws.org/Vol-2938/paper-PROBLEMS-34.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:55 +0100}, biburl = {https://dblp.org/rec/conf/bpm/MuthusamyIR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/VenkateswaranMI21, author = {Praveen Venkateswaran and Vinod Muthusamy and Vatche Isahagian and Nalini Venkatasubramanian}, editor = {Artem Polyvyanyy and Moe Thandar Wynn and Amy Van Looy and Manfred Reichert}, title = {Robust and Generalizable Predictive Models for Business Processes}, booktitle = {Business Process Management - 19th International Conference, {BPM} 2021, Rome, Italy, September 06-10, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12875}, pages = {105--122}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85469-0\_9}, doi = {10.1007/978-3-030-85469-0\_9}, timestamp = {Thu, 02 Sep 2021 17:53:02 +0200}, biburl = {https://dblp.org/rec/conf/bpm/VenkateswaranMI21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/HuoVRAIM21, author = {Siyu Huo and Hagen V{\"{o}}lzer and Prabhat Reddy and Prerna Agarwal and Vatche Isahagian and Vinod Muthusamy}, editor = {Artem Polyvyanyy and Moe Thandar Wynn and Amy Van Looy and Manfred Reichert}, title = {Graph Autoencoders for Business Process Anomaly Detection}, booktitle = {Business Process Management - 19th International Conference, {BPM} 2021, Rome, Italy, September 06-10, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12875}, pages = {417--433}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85469-0\_26}, doi = {10.1007/978-3-030-85469-0\_26}, timestamp = {Thu, 02 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bpm/HuoVRAIM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/VenkateswaranMI21, author = {Praveen Venkateswaran and Vinod Muthusamy and Vatche Isahagian and Nalini Venkatasubramanian}, editor = {Feida Zhu and Beng Chin Ooi and Chunyan Miao}, title = {Environment Agnostic Invariant Risk Minimization for Classification of Sequential Datasets}, booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, Singapore, August 14-18, 2021}, pages = {1615--1624}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3447548.3467324}, doi = {10.1145/3447548.3467324}, timestamp = {Mon, 16 Aug 2021 16:18:31 +0200}, biburl = {https://dblp.org/rec/conf/kdd/VenkateswaranMI21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-04371, author = {Sohini Upadhyay and Vatche Isahagian and Vinod Muthusamy and Yara Rizk}, title = {Extending {LIME} for Business Process Automation}, journal = {CoRR}, volume = {abs/2108.04371}, year = {2021}, url = {https://arxiv.org/abs/2108.04371}, eprinttype = {arXiv}, eprint = {2108.04371}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-04371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/HanHSDGILEOQHM20, author = {Xue Han and Lianxue Hu and Jaydeep Sen and Yabin Dang and Buyu Gao and Vatche Isahagian and Chuan Lei and Vasilis Efthymiou and Fatma {\"{O}}zcan and Abdul Quamar and Ziming Huang and Vinod Muthusamy}, title = {Bootstrapping Natural Language Querying on Process Automation Data}, booktitle = {2020 {IEEE} International Conference on Services Computing, {SCC} 2020, Beijing, China, November 7-11, 2020}, pages = {170--177}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SCC49832.2020.00030}, doi = {10.1109/SCC49832.2020.00030}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEscc/HanHSDGILEOQHM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEscc/NguyenIMS20, author = {Phuong Nguyen and Vatche Isahagian and Vinod Muthusamy and Aleksander Slominski}, title = {Summarization of Multidimensional Process Traces for Analysis under Edit-distance Constraints}, booktitle = {2020 {IEEE} International Conference on Services Computing, {SCC} 2020, Beijing, China, November 7-11, 2020}, pages = {466--468}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/SCC49832.2020.00070}, doi = {10.1109/SCC49832.2020.00070}, timestamp = {Fri, 23 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEscc/NguyenIMS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/JanIM20, author = {Steve T. K. Jan and Vatche Ishakian and Vinod Muthusamy}, title = {{AI} Trust in Business Processes: The Need for Process-Aware Explanations}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {13403--13404}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i08.7056}, doi = {10.1609/AAAI.V34I08.7056}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/JanIM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/SharmaZABMV20, author = {Shubham Sharma and Yunfeng Zhang and Jes{\'{u}}s M. R{\'{\i}}os Aliaga and Djallel Bouneffouf and Vinod Muthusamy and Kush R. Varshney}, editor = {Annette N. Markham and Julia Powles and Toby Walsh and Anne L. Washington}, title = {Data Augmentation for Discrimination Prevention and Bias Disambiguation}, booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New York, NY, USA, February 7-8, 2020}, pages = {358--364}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3375627.3375865}, doi = {10.1145/3375627.3375865}, timestamp = {Mon, 06 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aies/SharmaZABMV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/RizkIBKUMK20, author = {Yara Rizk and Vatche Isahagian and Scott Boag and Yasaman Khazaeni and Merve Unuvar and Vinod Muthusamy and Rania Khalaf}, editor = {Aleksandre Asatiani and Jos{\'{e}} Mar{\'{\i}}a Garc{\'{\i}}a and Nina Helander and Andr{\'{e}}s Jim{\'{e}}nez{-}Ram{\'{\i}}rez and Agnes Koschmider and Jan Mendling and Giovanni Meroni and Hajo A. Reijers}, title = {A Conversational Digital Assistant for Intelligent Process Automation}, booktitle = {Business Process Management: Blockchain and Robotic Process Automation Forum - {BPM} 2020 Blockchain and {RPA} Forum, Seville, Spain, September 13-18, 2020, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {393}, pages = {85--100}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58779-6\_6}, doi = {10.1007/978-3-030-58779-6\_6}, timestamp = {Fri, 13 Nov 2020 15:24:41 +0100}, biburl = {https://dblp.org/rec/conf/bpm/RizkIBKUMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/ChakrabortiIKKM20, author = {Tathagata Chakraborti and Vatche Isahagian and Rania Khalaf and Yasaman Khazaeni and Vinod Muthusamy and Yara Rizk and Merve Unuvar}, editor = {Aleksandre Asatiani and Jos{\'{e}} Mar{\'{\i}}a Garc{\'{\i}}a and Nina Helander and Andr{\'{e}}s Jim{\'{e}}nez{-}Ram{\'{\i}}rez and Agnes Koschmider and Jan Mendling and Giovanni Meroni and Hajo A. Reijers}, title = {From Robotic Process Automation to Intelligent Process Automation - - Emerging Trends -}, booktitle = {Business Process Management: Blockchain and Robotic Process Automation Forum - {BPM} 2020 Blockchain and {RPA} Forum, Seville, Spain, September 13-18, 2020, Proceedings}, series = {Lecture Notes in Business Information Processing}, volume = {393}, pages = {215--228}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58779-6\_15}, doi = {10.1007/978-3-030-58779-6\_15}, timestamp = {Fri, 13 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bpm/ChakrabortiIKKM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/opml/RauschHM20, author = {Thomas Rausch and Waldemar Hummer and Vinod Muthusamy}, editor = {Nisha Talagala and Joel Young}, title = {An Experimentation and Analytics Framework for Large-Scale {AI} Operations Platforms}, booktitle = {2020 {USENIX} Conference on Operational Machine Learning, OpML 2020, July 28 - August 7, 2020}, publisher = {{USENIX} Association}, year = {2020}, url = {https://www.usenix.org/conference/opml20/presentation/rausch}, timestamp = {Sat, 20 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/opml/RauschHM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-07537, author = {Steve T. K. Jan and Vatche Ishakian and Vinod Muthusamy}, title = {{AI} Trust in business processes: The need for process-aware explanations}, journal = {CoRR}, volume = {abs/2001.07537}, year = {2020}, url = {https://arxiv.org/abs/2001.07537}, eprinttype = {arXiv}, eprint = {2001.07537}, timestamp = {Fri, 24 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-07537.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-12587, author = {Thomas Rausch and Waldemar Hummer and Vinod Muthusamy}, title = {PipeSim: Trace-driven Simulation of Large-Scale {AI} Operations Platforms}, journal = {CoRR}, volume = {abs/2006.12587}, year = {2020}, url = {https://arxiv.org/abs/2006.12587}, eprinttype = {arXiv}, eprint = {2006.12587}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-12587.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-13256, author = {Yara Rizk and Vatche Isahagian and Scott Boag and Yasaman Khazaeni and Merve Unuvar and Vinod Muthusamy and Rania Khalaf}, title = {A Conversational Digital Assistant for Intelligent Process Automation}, journal = {CoRR}, volume = {abs/2007.13256}, year = {2020}, url = {https://arxiv.org/abs/2007.13256}, eprinttype = {arXiv}, eprint = {2007.13256}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-13256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-13257, author = {Tathagata Chakraborti and Vatche Isahagian and Rania Khalaf and Yasaman Khazaeni and Vinod Muthusamy and Yara Rizk and Merve Unuvar}, title = {From Robotic Process Automation to Intelligent Process Automation: Emerging Trends}, journal = {CoRR}, volume = {abs/2007.13257}, year = {2020}, url = {https://arxiv.org/abs/2007.13257}, eprinttype = {arXiv}, eprint = {2007.13257}, timestamp = {Wed, 29 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-13257.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-07738, author = {Vinod Muthusamy and Merve Unuvar and Hagen V{\"{o}}lzer and Justin D. Weisz}, title = {Do's and Don'ts for Human and Digital Worker Integration}, journal = {CoRR}, volume = {abs/2010.07738}, year = {2020}, url = {https://arxiv.org/abs/2010.07738}, eprinttype = {arXiv}, eprint = {2010.07738}, timestamp = {Wed, 21 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-07738.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/CastroIMS19, author = {Paul C. Castro and Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, title = {The rise of serverless computing}, journal = {Commun. {ACM}}, volume = {62}, number = {12}, pages = {44--54}, year = {2019}, url = {https://doi.org/10.1145/3368454}, doi = {10.1145/3368454}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/CastroIMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hotedge/RauschHMRD19, author = {Thomas Rausch and Waldemar Hummer and Vinod Muthusamy and Alexander Rashed and Schahram Dustdar}, editor = {Irfan Ahmad and Swaminathan Sundararaman}, title = {Towards a Serverless Platform for Edge {AI}}, booktitle = {2nd {USENIX} Workshop on Hot Topics in Edge Computing, HotEdge 2019, Renton, WA, USA, July 9, 2019}, publisher = {{USENIX} Association}, year = {2019}, url = {https://www.usenix.org/conference/hotedge19/presentation/rausch}, timestamp = {Fri, 04 Jun 2021 11:57:43 +0200}, biburl = {https://dblp.org/rec/conf/hotedge/RauschHMRD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic2e/SlominskiMI19, author = {Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian}, title = {The Future of Computing is Boring (and that is exciting!)}, booktitle = {{IEEE} International Conference on Cloud Engineering, {IC2E} 2019, Prague, Czech Republic, June 24-27, 2019}, pages = {97--101}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IC2E.2019.00023}, doi = {10.1109/IC2E.2019.00023}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic2e/SlominskiMI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic2e/HummerMRDMMO19, author = {Waldemar Hummer and Vinod Muthusamy and Thomas Rausch and Parijat Dube and Kaoutar El Maghraoui and Anupama Murthi and Punleuk Oum}, title = {ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted {AI}}, booktitle = {{IEEE} International Conference on Cloud Engineering, {IC2E} 2019, Prague, Czech Republic, June 24-27, 2019}, pages = {113--120}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IC2E.2019.00025}, doi = {10.1109/IC2E.2019.00025}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic2e/HummerMRDMMO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/KwanWJM19, author = {Anthony Kwan and Jonathon Wong and Hans{-}Arno Jacobsen and Vinod Muthusamy}, title = {HyScale: Hybrid and Network Scaling of Dockerized Microservices in Cloud Data Centres}, booktitle = {39th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2019, Dallas, TX, USA, July 7-10, 2019}, pages = {80--90}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICDCS.2019.00017}, doi = {10.1109/ICDCS.2019.00017}, timestamp = {Wed, 06 Nov 2019 12:17:39 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/KwanWJM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/JayaramMDIWHBAT19, author = {K. R. Jayaram and Vinod Muthusamy and Parijat Dube and Vatche Ishakian and Chen Wang and Benjamin Herta and Scott Boag and Diana Arroyo and Asser N. Tantawi and Archit Verma and Falk Pollok and Rania Khalaf}, title = {FfDL: {A} Flexible Multi-tenant Deep Learning Platform}, booktitle = {Proceedings of the 20th International Middleware Conference, Middleware 2019, Davis, CA, USA, December 9-13, 2019}, pages = {82--95}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3361525.3361538}, doi = {10.1145/3361525.3361538}, timestamp = {Tue, 31 Mar 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/middleware/JayaramMDIWHBAT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/middleware/2019i, editor = {Dejan S. Milojicic and Vinod Muthusamy}, title = {Proceedings of the 20th International Middleware Conference Industrial Track, Davis, CA, USA, December 9-13, 2019}, publisher = {{ACM}}, year = {2019}, url = {https://dl.acm.org/citation.cfm?id=3366626}, isbn = {978-1-4503-7041-7}, timestamp = {Tue, 04 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/middleware/2019i.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-00983, author = {Phuong Nguyen and Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, title = {{SUMMARIZED:} Efficient Framework for Analyzing Multidimensional Process Traces under Edit-distance Constraint}, journal = {CoRR}, volume = {abs/1905.00983}, year = {2019}, url = {http://arxiv.org/abs/1905.00983}, eprinttype = {arXiv}, eprint = {1905.00983}, timestamp = {Fri, 23 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-00983.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02888, author = {Paul C. Castro and Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, title = {The server is dead, long live the server: Rise of Serverless Computing, Overview of Current State and Future Trends in Research and Industry}, journal = {CoRR}, volume = {abs/1906.02888}, year = {2019}, url = {http://arxiv.org/abs/1906.02888}, eprinttype = {arXiv}, eprint = {1906.02888}, timestamp = {Wed, 04 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02888.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10398, author = {Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian}, title = {Future of Computing is Boring (and that is exciting!) or How to get to Computing Nirvana in 20 years or less}, journal = {CoRR}, volume = {abs/1906.10398}, year = {2019}, url = {http://arxiv.org/abs/1906.10398}, eprinttype = {arXiv}, eprint = {1906.10398}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10398.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10415, author = {Aleksander Slominski and Vinod Muthusamy}, title = {{BPM} for the masses: empowering participants of Cognitive Business Processes}, journal = {CoRR}, volume = {abs/1906.10415}, year = {2019}, url = {http://arxiv.org/abs/1906.10415}, eprinttype = {arXiv}, eprint = {1906.10415}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10415.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-10418, author = {Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian}, title = {Towards Enterprise-Ready {AI} Deployments Minimizing the Risk of Consuming {AI} Models in Business Applications}, journal = {CoRR}, volume = {abs/1906.10418}, year = {2019}, url = {http://arxiv.org/abs/1906.10418}, eprinttype = {arXiv}, eprint = {1906.10418}, timestamp = {Thu, 27 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-10418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-06526, author = {K. R. Jayaram and Vinod Muthusamy and Parijat Dube and Vatche Ishakian and Chen Wang and Benjamin Herta and Scott Boag and Diana Arroyo and Asser N. Tantawi and Archit Verma and Falk Pollok and Rania Khalaf}, title = {FfDL : {A} Flexible Multi-tenant Deep Learning Platform}, journal = {CoRR}, volume = {abs/1909.06526}, year = {2019}, url = {http://arxiv.org/abs/1909.06526}, eprinttype = {arXiv}, eprint = {1909.06526}, timestamp = {Wed, 01 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-06526.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ai4i/MuthusamySI18, author = {Vinod Muthusamy and Aleksander Slominski and Vatche Ishakian}, title = {Towards Enterprise-Ready {AI} Deployments Minimizing the Risk of Consuming {AI} Models in Business Applications}, booktitle = {First International Conference on Artificial Intelligence for Industries, {AI4I} 2018, Laguna Hills, CA, USA, September 26-28, 2018}, pages = {108--109}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/AI4I.2018.8665685}, doi = {10.1109/AI4I.2018.8665685}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ai4i/MuthusamySI18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dsn/BoagDMHHJKMKV18, author = {Scott Boag and Parijat Dube and Kaoutar El Maghraoui and Benjamin Herta and Waldemar Hummer and K. R. Jayaram and Rania Khalaf and Vinod Muthusamy and Michael H. Kalantar and Archit Verma}, title = {Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform}, booktitle = {48th Annual {IEEE/IFIP} International Conference on Dependable Systems and Networks Workshops, {DSN} Workshops 2018, Luxembourg, June 25-28, 2018}, pages = {43--46}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.ieeecomputersociety.org/10.1109/DSN-W.2018.00022}, doi = {10.1109/DSN-W.2018.00022}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dsn/BoagDMHHJKMKV18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic2e/IshakianMS18, author = {Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, editor = {Abhishek Chandra and Jie Li and Ying Cai and Tian Guo}, title = {Serving Deep Learning Models in a Serverless Platform}, booktitle = {2018 {IEEE} International Conference on Cloud Engineering, {IC2E} 2018, Orlando, FL, USA, April 17-20, 2018}, pages = {257--262}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/IC2E.2018.00052}, doi = {10.1109/IC2E.2018.00052}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic2e/IshakianMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-06801, author = {Scott Boag and Parijat Dube and Kaoutar El Maghraoui and Benjamin Herta and Waldemar Hummer and K. R. Jayaram and Rania Khalaf and Vinod Muthusamy and Michael H. Kalantar and Archit Verma}, title = {Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform}, journal = {CoRR}, volume = {abs/1805.06801}, year = {2018}, url = {http://arxiv.org/abs/1805.06801}, eprinttype = {arXiv}, eprint = {1805.06801}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-06801.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ibmrd/BhattacharjeeBD17, author = {Bishwaranjan Bhattacharjee and Scott Boag and Chandani Doshi and Parijat Dube and Ben Herta and Vatche Ishakian and K. R. Jayaram and Rania Khalaf and Avesh Krishna and Yu Bo Li and Vinod Muthusamy and Ruchir Puri and Yufei Ren and Florian Rosenberg and Seetharami R. Seelam and Yi Wang and Jian Ming Zhang and Li Zhang}, title = {{IBM} Deep Learning Service}, journal = {{IBM} J. Res. Dev.}, volume = {61}, number = {4-5}, pages = {10:1--10:11}, year = {2017}, url = {https://doi.org/10.1147/JRD.2017.2716578}, doi = {10.1147/JRD.2017.2716578}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ibmrd/BhattacharjeeBD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/SlominskiM17, author = {Aleksander Slominski and Vinod Muthusamy}, editor = {Ernest Teniente and Matthias Weidlich}, title = {{BPM} for the Masses: Empowering Participants of Cognitive Business Processes}, booktitle = {Business Process Management Workshops - {BPM} 2017 International Workshops, Barcelona, Spain, September 10-11, 2017, Revised Papers}, series = {Lecture Notes in Business Information Processing}, volume = {308}, pages = {440--445}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-74030-0\_34}, doi = {10.1007/978-3-319-74030-0\_34}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bpm/SlominskiM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/0001MSJ17, author = {Kaiwen Zhang and Vinod Muthusamy and Mohammad Sadoghi and Hans{-}Arno Jacobsen}, editor = {Kisung Lee and Ling Liu}, title = {Subscription Covering for Relevance-Based Filtering in Content-Based Publish/Subscribe Systems}, booktitle = {37th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017}, pages = {2039--2044}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICDCS.2017.184}, doi = {10.1109/ICDCS.2017.184}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/0001MSJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/CastroIMS17, author = {Paul C. Castro and Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, editor = {Kisung Lee and Ling Liu}, title = {Serverless Programming (Function as a Service)}, booktitle = {37th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017}, pages = {2658--2659}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICDCS.2017.305}, doi = {10.1109/ICDCS.2017.305}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/CastroIMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/NasirifardSMIJ17, author = {Pezhman Nasirifard and Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian and Hans{-}Arno Jacobsen}, editor = {Parisa Jalili Marandi and Alessandro Margara}, title = {A serverless topic-based and content-based pub/sub broker: demo}, booktitle = {Proceedings of the 18th {ACM/IFIP/USENIX} Middleware Conference: Posters and Demos, Las Vegas, NV, USA, December 11 - 15, 2017}, pages = {23--24}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3155016.3155024}, doi = {10.1145/3155016.3155024}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/middleware/NasirifardSMIJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/0001SMJ17, author = {Kaiwen Zhang and Mohammad Sadoghi and Vinod Muthusamy and Hans{-}Arno Jacobsen}, editor = {K. R. Jayaram and Anshul Gandhi and Bettina Kemme and Peter R. Pietzuch}, title = {Efficient covering for top-k filtering in content-based publish/subscribe systems}, booktitle = {Proceedings of the 18th {ACM/IFIP/USENIX} Middleware Conference, Las Vegas, NV, USA, December 11 - 15, 2017}, pages = {174--184}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3135974.3135976}, doi = {10.1145/3135974.3135976}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/middleware/0001SMJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/oopsla/BaldiniCFMMRST17, author = {Ioana Baldini and Perry Cheng and Stephen J. Fink and Nick Mitchell and Vinod Muthusamy and Rodric Rabbah and Philippe Suter and Olivier Tardieu}, editor = {Emina Torlak and Tijs van der Storm and Robert Biddle}, title = {The serverless trilemma: function composition for serverless computing}, booktitle = {Proceedings of the 2017 {ACM} {SIGPLAN} International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software, Onward! 2017, Vancouver, BC, Canada, October 23 - 27, 2017}, pages = {89--103}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3133850.3133855}, doi = {10.1145/3133850.3133855}, timestamp = {Mon, 12 Jul 2021 15:34:15 +0200}, biburl = {https://dblp.org/rec/conf/oopsla/BaldiniCFMMRST17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/17/BaldiniCCCFIMMRSS17, author = {Ioana Baldini and Paul C. Castro and Kerry Shih{-}Ping Chang and Perry Cheng and Stephen Fink and Vatche Ishakian and Nick Mitchell and Vinod Muthusamy and Rodric Rabbah and Aleksander Slominski and Philippe Suter}, editor = {Sanjay Chaudhary and Gaurav Somani and Rajkumar Buyya}, title = {Serverless Computing: Current Trends and Open Problems}, booktitle = {Research Advances in Cloud Computing}, pages = {1--20}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-981-10-5026-8\_1}, doi = {10.1007/978-981-10-5026-8\_1}, timestamp = {Tue, 29 Dec 2020 18:14:49 +0100}, biburl = {https://dblp.org/rec/books/sp/17/BaldiniCCCFIMMRSS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BaldiniCCCFIMMR17, author = {Ioana Baldini and Paul C. Castro and Kerry Shih{-}Ping Chang and Perry Cheng and Stephen J. Fink and Vatche Ishakian and Nick Mitchell and Vinod Muthusamy and Rodric M. Rabbah and Aleksander Slominski and Philippe Suter}, title = {Serverless Computing: Current Trends and Open Problems}, journal = {CoRR}, volume = {abs/1706.03178}, year = {2017}, url = {http://arxiv.org/abs/1706.03178}, eprinttype = {arXiv}, eprint = {1706.03178}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BaldiniCCCFIMMR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1708-08028, author = {Geoffrey C. Fox and Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, title = {Status of Serverless Computing and Function-as-a-Service(FaaS) in Industry and Research}, journal = {CoRR}, volume = {abs/1708.08028}, year = {2017}, url = {http://arxiv.org/abs/1708.08028}, eprinttype = {arXiv}, eprint = {1708.08028}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1708-08028.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-05871, author = {Bishwaranjan Bhattacharjee and Scott Boag and Chandani Doshi and Parijat Dube and Ben Herta and Vatche Ishakian and K. R. Jayaram and Rania Khalaf and Avesh Krishna and Yu Bo Li and Vinod Muthusamy and Ruchir Puri and Yufei Ren and Florian Rosenberg and Seetharami R. Seelam and Yandong Wang and Jian Ming Zhang and Li Zhang}, title = {{IBM} Deep Learning Service}, journal = {CoRR}, volume = {abs/1709.05871}, year = {2017}, url = {http://arxiv.org/abs/1709.05871}, eprinttype = {arXiv}, eprint = {1709.05871}, timestamp = {Thu, 23 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-05871.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-08460, author = {Vatche Ishakian and Vinod Muthusamy and Aleksander Slominski}, title = {Serving deep learning models in a serverless platform}, journal = {CoRR}, volume = {abs/1710.08460}, year = {2017}, url = {http://arxiv.org/abs/1710.08460}, eprinttype = {arXiv}, eprint = {1710.08460}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-08460.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-06195, author = {Tejas Dharamsi and Payel Das and Tejaswini Pedapati and Gregory Bramble and Vinod Muthusamy and Horst Samulowitz and Kush R. Varshney and Yuvaraj Rajamanickam and John Thomas and Justin Dauwels}, title = {Neurology-as-a-Service for the Developing World}, journal = {CoRR}, volume = {abs/1711.06195}, year = {2017}, url = {http://arxiv.org/abs/1711.06195}, eprinttype = {arXiv}, eprint = {1711.06195}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-06195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/VukovicLMSVTNSK16, author = {Maja Vukovic and Jim Laredo and Vinod Muthusamy and Aleksander Slominski and Roman Vacul{\'{\i}}n and Wei Tan and Vijay K. Naik and Ignacio Silva{-}Lepe and Arun Kumar and Biplav Srivastava and Joel W. Branch}, title = {Riding and thriving on the {API} hype cycle}, journal = {Commun. {ACM}}, volume = {59}, number = {3}, pages = {35--37}, year = {2016}, url = {https://doi.org/10.1145/2816812}, doi = {10.1145/2816812}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/VukovicLMSVTNSK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ibmrd/KimMMRSSK16, author = {M. Kim and Ajay Mohindra and Vinod Muthusamy and Rohit Ranchal and Valentina Salapura and Aleksander Slominski and Rania Khalaf}, title = {Building scalable, secure, multi-tenant cloud services on {IBM} Bluemix}, journal = {{IBM} J. Res. Dev.}, volume = {60}, number = {2-3}, year = {2016}, url = {https://doi.org/10.1147/JRD.2016.2516942}, doi = {10.1147/JRD.2016.2516942}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ibmrd/KimMMRSSK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ibmrd/WitternMLVSRJN16, author = {Erik Wittern and Vinod Muthusamy and Jim Laredo and Maja Vukovic and Aleksander Slominski and Shriram Rajagopalan and Hani Jamjoom and Arjun Natarajan}, title = {{API} Harmony: Graph-based search and selection of APIs in the cloud}, journal = {{IBM} J. Res. Dev.}, volume = {60}, number = {2-3}, year = {2016}, url = {https://doi.org/10.1147/JRD.2016.2518818}, doi = {10.1147/JRD.2016.2518818}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ibmrd/WitternMLVSRJN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/MuthusamySIKRR16, author = {Vinod Muthusamy and Aleksander Slominski and Vatche Ishakian and Rania Khalaf and Johnathan M. Reason and Szabolcs Rozsnyai}, editor = {Avigdor Gal and Matthias Weidlich and Vana Kalogeraki and Nalini Venkasubramanian}, title = {Lessons learned using a process mining approach to analyze events from distributed applications}, booktitle = {Proceedings of the 10th {ACM} International Conference on Distributed and Event-based Systems, {DEBS} '16, Irvine, CA, USA, June 20 - 24, 2016}, pages = {199--204}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2933267.2933270}, doi = {10.1145/2933267.2933270}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/MuthusamySIKRR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icse/BaldiniCCFIMMRS16, author = {Ioana Baldini and Paul C. Castro and Perry Cheng and Stephen J. Fink and Vatche Ishakian and Nick Mitchell and Vinod Muthusamy and Rodric Rabbah and Philippe Suter}, title = {Cloud-native, event-based programming for mobile applications}, booktitle = {Proceedings of the International Conference on Mobile Software Engineering and Systems, MOBILESoft '16, Austin, Texas, USA, May 14-22, 2016}, pages = {287--288}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2897073.2897713}, doi = {10.1145/2897073.2897713}, timestamp = {Wed, 04 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icse/BaldiniCCFIMMRS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/YoonRMMJ16, author = {Young Yoon and Nathan Robinson and Vinod Muthusamy and Sheila A. McIlraith and Hans{-}Arno Jacobsen}, editor = {Sascha Ossowski}, title = {Planning the transformation of overlays}, booktitle = {Proceedings of the 31st Annual {ACM} Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016}, pages = {500--507}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2851613.2851639}, doi = {10.1145/2851613.2851639}, timestamp = {Tue, 06 Nov 2018 11:06:49 +0100}, biburl = {https://dblp.org/rec/conf/sac/YoonRMMJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/NguyenSMIN16, author = {Phuong Nguyen and Aleksander Slominski and Vinod Muthusamy and Vatche Ishakian and Klara Nahrstedt}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Process Trace Clustering: {A} Heterogeneous Information Network Approach}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {279--287}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.32}, doi = {10.1137/1.9781611974348.32}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sdm/NguyenSMIN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic2e/SlominskiMK15, author = {Aleksander Slominski and Vinod Muthusamy and Rania Khalaf}, title = {Building a Multi-tenant Cloud Service from Legacy Code with Docker Containers}, booktitle = {2015 {IEEE} International Conference on Cloud Engineering, {IC2E} 2015, Tempe, AZ, USA, March 9-13, 2015}, pages = {394--396}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/IC2E.2015.66}, doi = {10.1109/IC2E.2015.66}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic2e/SlominskiMK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/ChenHMJ15, author = {Mingwen Chen and Songlin Hu and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Congestion Avoidance with Incremental Filter Aggregation in Content-Based Routing Networks}, booktitle = {35th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2015, Columbus, OH, USA, June 29 - July 2, 2015}, pages = {557--568}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDCS.2015.63}, doi = {10.1109/ICDCS.2015.63}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/ChenHMJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/YoonRMMJ15, author = {Young Yoon and Nathan Robinson and Vinod Muthusamy and Sheila A. McIlraith and Hans{-}Arno Jacobsen}, title = {Towards Planning the Transformation of Overlays}, booktitle = {35th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2015, Columbus, OH, USA, June 29 - July 2, 2015}, pages = {782--783}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDCS.2015.107}, doi = {10.1109/ICDCS.2015.107}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/YoonRMMJ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/MuthusamyJ14, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Infrastructure-Free Content-Based Publish/Subscribe}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {22}, number = {5}, pages = {1516--1530}, year = {2014}, url = {https://doi.org/10.1109/TNET.2013.2282159}, doi = {10.1109/TNET.2013.2282159}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ton/MuthusamyJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icws/WitternLVMS14, author = {Erik Wittern and Jim Laredo and Maja Vukovic and Vinod Muthusamy and Aleksander Slominski}, title = {A Graph-Based Data Model for {API} Ecosystem Insights}, booktitle = {2014 {IEEE} International Conference on Web Services, ICWS, 2014, Anchorage, AK, USA, June 27 - July 2, 2014}, pages = {41--48}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICWS.2014.19}, doi = {10.1109/ICWS.2014.19}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icws/WitternLVMS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/PoggiMCK13, author = {Nicol{\'{a}}s Poggi and Vinod Muthusamy and David Carrera and Rania Khalaf}, editor = {Florian Daniel and Jianmin Wang and Barbara Weber}, title = {Business Process Mining from E-Commerce Web Logs}, booktitle = {Business Process Management - 11th International Conference, {BPM} 2013, Beijing, China, August 26-30, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8094}, pages = {65--80}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-40176-3\_7}, doi = {10.1007/978-3-642-40176-3\_7}, timestamp = {Mon, 28 Aug 2023 21:17:13 +0200}, biburl = {https://dblp.org/rec/conf/bpm/PoggiMCK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/ZhangSMJ13, author = {Kaiwen Zhang and Mohammad Sadoghi and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Distributed Ranked Data Dissemination in Social Networks}, booktitle = {{IEEE} 33rd International Conference on Distributed Computing Systems, {ICDCS} 2013, 8-11 July, 2013, Philadelphia, Pennsylvania, {USA}}, pages = {369--379}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDCS.2013.19}, doi = {10.1109/ICDCS.2013.19}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/ZhangSMJ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpads/YanMXCPHHH13, author = {Wei Yan and Vinod Muthusamy and Zheng Xiao and Mingwen Chen and Xubin Pei and Jianguang Hong and Xingchen Heng and Songlin Hu}, title = {Queue Reorganization for Subscription Congestion Avoidance in Publish/Subscribe Systems}, booktitle = {19th {IEEE} International Conference on Parallel and Distributed Systems, {ICPADS} 2013, Seoul, Korea, December 15-18, 2013}, pages = {424--425}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICPADS.2013.67}, doi = {10.1109/ICPADS.2013.67}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpads/YanMXCPHHH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipccc/YanMCHXPH13, author = {Wei Yan and Vinod Muthusamy and Mingwen Chen and Yonghong Huang and Zheng Xiao and Xubin Pei and Songlin Hu}, title = {Queue reorganization for subscription congestion avoidance in publish/subscribe systems}, booktitle = {{IEEE} 32nd International Performance Computing and Communications Conference, {IPCCC} 2013, San Diego, CA, USA, December 6-8, 2013}, pages = {1--10}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/PCCC.2013.6742765}, doi = {10.1109/PCCC.2013.6742765}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipccc/YanMCHXPH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/ZhangMJ12, author = {Kaiwen Zhang and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Total Order in Content-Based Publish/Subscribe Systems}, booktitle = {2012 {IEEE} 32nd International Conference on Distributed Computing Systems, Macau, China, June 18-21, 2012}, pages = {335--344}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICDCS.2012.17}, doi = {10.1109/ICDCS.2012.17}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/ZhangMJ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/srii/RozsnyaiLMKD12, author = {Szabolcs Rozsnyai and Geetika T. Lakshmanan and Vinod Muthusamy and Rania Khalaf and Matthew J. Duftler}, title = {Business Process Insight: An Approach and Platform for the Discovery and Analysis of End-to-End Business Processes}, booktitle = {2012 Annual {SRII} Global Conference, San Jose, CA, USA, July 24-27, 2012}, pages = {80--89}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/SRII.2012.20}, doi = {10.1109/SRII.2012.20}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/srii/RozsnyaiLMKD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/MuthusamyYSJ11, author = {Vinod Muthusamy and Young Yoon and Mohammad Sadoghi and Hans{-}Arno Jacobsen}, editor = {David M. Eyers and Opher Etzion and Avigdor Gal and Stanley B. Zdonik and Paul Vincent}, title = {eQoSystem: supporting fluid distributed service-oriented workflows}, booktitle = {Proceedings of the Fifth {ACM} International Conference on Distributed Event-Based Systems, {DEBS} 2011, New York, NY, USA, July 11-15, 2011}, pages = {381--382}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2002259.2002320}, doi = {10.1145/2002259.2002320}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/MuthusamyYSJ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/YoonMJ11, author = {Young Yoon and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Foundations for Highly Available Content-Based Publish/Subscribe Overlays}, booktitle = {2011 International Conference on Distributed Computing Systems, {ICDCS} 2011, Minneapolis, Minnesota, USA, June 20-24, 2011}, pages = {800--811}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/ICDCS.2011.93}, doi = {10.1109/ICDCS.2011.93}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcs/YoonMJ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tweb/LiMJ10, author = {Guoli Li and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {A distributed service-oriented architecture for business process execution}, journal = {{ACM} Trans. Web}, volume = {4}, number = {1}, pages = {2:1--2:33}, year = {2010}, url = {https://doi.org/10.1145/1658373.1658375}, doi = {10.1145/1658373.1658375}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tweb/LiMJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bpm/MuthusamyJ10, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen}, editor = {Richard Hull and Jan Mendling and Stefan Tai}, title = {{BPM} in Cloud Architectures: Business Process Management with SLAs and Events}, booktitle = {Business Process Management - 8th International Conference, {BPM} 2010, Hoboken, NJ, USA, September 13-16, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6336}, pages = {5--10}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15618-2\_2}, doi = {10.1007/978-3-642-15618-2\_2}, timestamp = {Tue, 14 May 2019 10:00:37 +0200}, biburl = {https://dblp.org/rec/conf/bpm/MuthusamyJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/MuthusamyLJ10, author = {Vinod Muthusamy and Haifeng Liu and Hans{-}Arno Jacobsen}, editor = {Jean Bacon and Peter R. Pietzuch and Joe Sventek and Ugur {\c{C}}etintemel}, title = {Predictive publish/subscribe matching}, booktitle = {Proceedings of the Fourth {ACM} International Conference on Distributed Event-Based Systems, {DEBS} 2010, Cambridge, United Kingdom, July 12-15, 2010}, pages = {14--25}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1827418.1827423}, doi = {10.1145/1827418.1827423}, timestamp = {Wed, 13 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/MuthusamyLJ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/igi/HinzeB10/JacobsenCLMMK10, author = {Hans{-}Arno Jacobsen and Alex King Yeung Cheung and Guoli Li and Balasubramaneyam Maniymaran and Vinod Muthusamy and Reza Sherafat Kazemzadeh}, editor = {Annika Hinze and Alejandro P. Buchmann}, title = {The {PADRES} Publish/Subscribe System}, booktitle = {Principles and Applications of Distributed Event-Based Systems}, pages = {164--205}, publisher = {{IGI} Global}, year = {2010}, url = {http://www.igi-global.com/Bookstore/chapter.aspx?titleid=44400}, timestamp = {Wed, 09 Oct 2019 11:08:04 +0200}, biburl = {https://dblp.org/rec/books/igi/HinzeB10/JacobsenCLMMK10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/it/JacobsenML09, author = {Hans{-}Arno Jacobsen and Vinod Muthusamy and Guoli Li}, title = {The {PADRES} Event Processing Network: Uniform Querying of Past and Future Events (Das {PADRES} Ereignisverarbeitungsnetzwerk: Einheitliche Anfragen auf Ereignisse der Vergangenheit und Zukunft)}, journal = {it Inf. Technol.}, volume = {51}, number = {5}, pages = {250--261}, year = {2009}, url = {https://doi.org/10.1524/itit.2009.0549}, doi = {10.1524/ITIT.2009.0549}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/it/JacobsenML09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cascon/MuthusamyJCCC09, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen and Tony Chau and Allen Chan and Phil Coulthard}, editor = {Patrick Martin and Anatol W. Kark and Darlene A. Stewart}, title = {SLA-driven business process management in {SOA}}, booktitle = {Proceedings of the 2009 conference of the Centre for Advanced Studies on Collaborative Research, November 2-5, 2009, Toronto, Ontario, Canada}, pages = {86--100}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1723028.1723040}, doi = {10.1145/1723028.1723040}, timestamp = {Fri, 30 Nov 2018 02:24:54 +0100}, biburl = {https://dblp.org/rec/conf/cascon/MuthusamyJCCC09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/YanHMJZ09, author = {Wei Yan and Songlin Hu and Vinod Muthusamy and Hans{-}Arno Jacobsen and Li Zha}, editor = {Aniruddha S. Gokhale and Douglas C. Schmidt}, title = {Efficient event-based resource discovery}, booktitle = {Proceedings of the Third {ACM} International Conference on Distributed Event-Based Systems, {DEBS} 2009, Nashville, Tennessee, USA, July 6-9, 2009}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1619258.1619284}, doi = {10.1145/1619258.1619284}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/YanHMJZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcs/HuMLJ09, author = {Songlin Hu and Vinod Muthusamy and Guoli Li and Hans{-}Arno Jacobsen}, title = {Transactional Mobility in Distributed Content-Based Publish/Subscribe Systems}, booktitle = {29th {IEEE} International Conference on Distributed Computing Systems {(ICDCS} 2009), 22-26 June 2009, Montreal, Qu{\'{e}}bec, Canada}, pages = {101--110}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICDCS.2009.73}, doi = {10.1109/ICDCS.2009.73}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icdcs/HuMLJ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cascon/ChauMJLCC08, author = {Tony Chau and Vinod Muthusamy and Hans{-}Arno Jacobsen and Elena Litani and Allen Chan and Phil Coulthard}, editor = {Marsha Chechik and Mark R. Vigder and Darlene A. Stewart}, title = {Automating {SLA} modeling}, booktitle = {Proceedings of the 2008 conference of the Centre for Advanced Studies on Collaborative Research, October 27-30, 2008, Richmond Hill, Ontario, Canada}, pages = {10}, publisher = {{IBM}}, year = {2008}, url = {https://doi.org/10.1145/1463788.1463802}, doi = {10.1145/1463788.1463802}, timestamp = {Fri, 30 Nov 2018 02:24:54 +0100}, biburl = {https://dblp.org/rec/conf/cascon/ChauMJLCC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/HuMLJ08, author = {Songlin Hu and Vinod Muthusamy and Guoli Li and Hans{-}Arno Jacobsen}, editor = {Roberto Baldoni}, title = {Distributed automatic service composition in large-scale systems}, booktitle = {Proceedings of the Second International Conference on Distributed Event-Based Systems, {DEBS} 2008, Rome, Italy, July 1-4, 2008}, series = {{ACM} International Conference Proceeding Series}, volume = {332}, pages = {233--244}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1385989.1386019}, doi = {10.1145/1385989.1386019}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/HuMLJ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/LiMJ08, author = {Guoli Li and Vinod Muthusamy and Hans{-}Arno Jacobsen}, editor = {Val{\'{e}}rie Issarny and Richard E. Schantz}, title = {Adaptive Content-Based Routing in General Overlay Topologies}, booktitle = {Middleware 2008, {ACM/IFIP/USENIX} 9th International Middleware Conference, Leuven, Belgium, December 1-5, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5346}, pages = {1--21}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-89856-6\_1}, doi = {10.1007/978-3-540-89856-6\_1}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/middleware/LiMJ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/middleware/MuthusamyJ08, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen}, editor = {Karl M. G{\"{o}}schka and Schahram Dustdar and Frank Leymann and Vladimir Tosic}, title = {SLA-driven distributed application development}, booktitle = {Proceedings of the 3rd Workshop on Middleware for Service Oriented Computing, {MW4SOC} 2008, Leuven, Belgium, December 1-5, 2008}, pages = {31--36}, publisher = {{ACM}}, year = {2008}, url = {https://doi.org/10.1145/1462802.1462808}, doi = {10.1145/1462802.1462808}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/middleware/MuthusamyJ08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cascon/MuthusamyJCCWL07, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen and Phil Coulthard and Allen Chan and Julie Waterhouse and Elena Litani}, editor = {Bruce Spencer and Margaret{-}Anne D. Storey and Darlene A. Stewart}, title = {SLA-driven business process management in {SOA}}, booktitle = {Proceedings of the 2007 conference of the Centre for Advanced Studies on Collaborative Research, October 22-25, 2007, Richmond Hill, Ontario, Canada}, pages = {264--267}, publisher = {{IBM}}, year = {2007}, url = {https://doi.org/10.1145/1321211.1321243}, doi = {10.1145/1321211.1321243}, timestamp = {Fri, 30 Nov 2018 02:24:54 +0100}, biburl = {https://dblp.org/rec/conf/cascon/MuthusamyJCCWL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/debs/LiCHHMSWJM07, author = {Guoli Li and Alex King Yeung Cheung and Shuang Hou and Songlin Hu and Vinod Muthusamy and R. Sherafat and Alex Wun and Hans{-}Arno Jacobsen and Serge Mankovski}, editor = {Hans{-}Arno Jacobsen and Gero M{\"{u}}hl and Michael A. Jaeger}, title = {Historic data access in publish/subscribe}, booktitle = {Proceedings of the 2007 Inaugural International Conference on Distributed Event-Based Systems, {DEBS} 2007, Toronto, Ontario, Canada, June 20-22, 2007}, series = {{ACM} International Conference Proceeding Series}, volume = {233}, pages = {80--84}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1266894.1266908}, doi = {10.1145/1266894.1266908}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/debs/LiCHHMSWJM07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scw/LiMJM06, author = {Guoli Li and Vinod Muthusamy and Hans{-}Arno Jacobsen and Serge Mankovski}, title = {Decentralized Execution of Event-Driven Scientific Workflows}, booktitle = {Proceedings of the 2006 {IEEE} Services Computing Workshops {(SCW} 2006), 18-22 September 2006, Chicago, Illinois, {USA}}, pages = {73--82}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/SCW.2006.10}, doi = {10.1109/SCW.2006.10}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/scw/LiMJM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdcsw/MuthusamyPGJ05, author = {Vinod Muthusamy and Milenko Petrovic and Dapeng Gao and Hans{-}Arno Jacobsen}, title = {Publisher Mobility in Distributed Publish/Subscribe Systems}, booktitle = {25th International Conference on Distributed Computing Systems Workshops {(ICDCS} 2005 Workshops), 6-10 June 2005, Columbus, OH, {USA}}, pages = {421--427}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICDCSW.2005.116}, doi = {10.1109/ICDCSW.2005.116}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdcsw/MuthusamyPGJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mobicom/MuthusamyPJ05, author = {Vinod Muthusamy and Milenko Petrovic and Hans{-}Arno Jacobsen}, editor = {Thomas F. La Porta and Christoph Lindemann and Elizabeth M. Belding{-}Royer and Songwu Lu}, title = {Effects of routing computations in content-based routing networks with mobile data sources}, booktitle = {Proceedings of the 11th Annual International Conference on Mobile Computing and Networking, {MOBICOM} 2005, Cologne, Germany, August 28 - September 2, 2005}, pages = {103--116}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1080829.1080840}, doi = {10.1145/1080829.1080840}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mobicom/MuthusamyPJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mobiquitous/PetrovicMJ05, author = {Milenko Petrovic and Vinod Muthusamy and Hans{-}Arno Jacobsen}, title = {Content-Based Routing in Mobile Ad Hoc Networks}, booktitle = {2nd Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2005), 17-21 July 2005, San Diego, CA, {USA}}, pages = {45--55}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/MOBIQUITOUS.2005.18}, doi = {10.1109/MOBIQUITOUS.2005.18}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mobiquitous/PetrovicMJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/p2pkm/MuthusamyJ05, author = {Vinod Muthusamy and Hans{-}Arno Jacobsen}, editor = {Ian Horrocks and Ulrike Sattler and Frank Wolter}, title = {Small Scale Peer-to-Peer Publish/Subscribe}, booktitle = {Proceedings of the 2005 International Workshop on Description Logics (DL2005), Edinburgh, Scotland, UK, July 26-28, 2005}, series = {{CEUR} Workshop Proceedings}, volume = {147}, publisher = {CEUR-WS.org}, year = {2005}, url = {https://ceur-ws.org/Vol-139/2.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:17 +0100}, biburl = {https://dblp.org/rec/conf/p2pkm/MuthusamyJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mdm/BurceaJLMP04, author = {Ioana Burcea and Hans{-}Arno Jacobsen and Eyal de Lara and Vinod Muthusamy and Milenko Petrovic}, title = {Disconnected Operation in Publish/Subscribe Middleware}, booktitle = {5th {IEEE} International Conference on Mobile Data Management {(MDM} 2004), 19-22 January 2004, Berkeley, CA, {USA}}, pages = {39}, publisher = {{IEEE} Computer Society}, year = {2004}, url = {https://doi.org/10.1109/MDM.2004.1263041}, doi = {10.1109/MDM.2004.1263041}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mdm/BurceaJLMP04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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