{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T08:40:54Z","timestamp":1782895254334,"version":"3.54.5"},"reference-count":80,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,25]],"date-time":"2026-05-25T00:00:00Z","timestamp":1779667200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,25]],"date-time":"2026-05-25T00:00:00Z","timestamp":1779667200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006224","name":"Argonne National Laboratory","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006224","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,25]]},"DOI":"10.1109\/ipdps65963.2026.00114","type":"proceedings-article","created":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T20:55:16Z","timestamp":1782852916000},"page":"1403-1418","source":"Crossref","is-referenced-by-count":0,"title":["Empowering Scientific Workflows with Federated Agents"],"prefix":"10.1109","author":[{"given":"Alok","family":"Kamatar","sequence":"first","affiliation":[{"name":"University of Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J. Gregory","family":"Pauloski","sequence":"additional","affiliation":[{"name":"University of Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yadu","family":"Babuji","sequence":"additional","affiliation":[{"name":"University of Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ryan","family":"Chard","sequence":"additional","affiliation":[{"name":"Argonne National Laboratory"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mansi","family":"Sakarvadia","sequence":"additional","affiliation":[{"name":"University of Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel","family":"Babnigg","sequence":"additional","affiliation":[{"name":"University of Chicago"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ian","family":"Foster","sequence":"additional","affiliation":[{"name":"University of Chicago,Argonne National Laboratory"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyle","family":"Chard","sequence":"additional","affiliation":[{"name":"University of Chicago,Argonne National Laboratory"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1177\/10943420231201154"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2008.06.012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2076450.2076468"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s44160-022-00231-0"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/mc.2025.3575029"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1800"},{"key":"ref7","article-title":"Self-consistency improves chain of thought reasoning in language models","author":"Wang","year":"2022"},{"key":"ref8","article-title":"Towards interpreting language models: A case study in multi-hop reasoning","author":"Sakarvadia","year":"2024"},{"key":"ref9","first-page":"47","article-title":"Scientific discovery in the age of artificial intelligence","volume-title":"Nature","volume":"620","author":"Wang","year":"2023"},{"issue":"22","key":"ref10","first-page":"6125","article-title":"Empowering biomedical discovery with AI agents","volume-title":"Cell","volume":"187","author":"Gao","year":"2024"},{"key":"ref11","article-title":"AutoGen: Enabling next-gen LLM applications via multi-agent conversation","author":"Wu","year":"2023"},{"key":"ref12","article-title":"LangGraph","year":"2024"},{"key":"ref13","article-title":"Swarm","year":"2024"},{"key":"ref14","doi-asserted-by":"crossref","DOI":"10.2172\/1984466","article-title":"Integrated Research Infrastructure Architecture Blueprint Activity (Final Report 2023)","volume-title":"Tech. Rep","author":"Miller","year":"2023"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3369583.3392683"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/logcom\/5.6.763"},{"key":"ref17","first-page":"115","article-title":"Intelligent agents: Theory and practice","volume-title":"The Knowledge Engineering Review","volume":"10","author":"Wooldridge","year":"1995"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1017\/S026988890000789X"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-005-2631-2"},{"key":"ref20","first-page":"235","article-title":"A universal modular ACTOR formalism for artificial intelligence","volume-title":"3rd International Joint Conference on Artificial Intelligence","author":"Hewitt"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/MLHPC54614.2021.00007"},{"key":"ref22","article-title":"An agent-based viral venture: Adaptive tool selection for scalable genomics","volume-title":"International Conference for High Performance Computing, Networking, Storage and Analysis - SRC and Research Posters (In Press)","author":"Kolodisner"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-97632-2_19"},{"key":"ref24","article-title":"MOFA: Discovering materials for carbon capture with a GenAI- and simulation-based workflow","author":"Yan","year":"2025"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1056\/nejmp2202669"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2022.100606"},{"key":"ref27","article-title":"Unraveling distant galaxies: Analyzing IFU data with Parsl and Academy","volume-title":"International Conference for High Performance Computing, Networking, Storage and Analysis - SRC and Research Posters","author":"Babnigg"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1039\/D3DD00142C"},{"key":"ref29","article-title":"A multiagent system for cosmological data analysis","author":"Coburn","year":"2025","journal-title":"Submitted for publication to AAMAS-2026"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s42004-025-01776-9"},{"key":"ref31","article-title":"2024 operational assessment report - argonne leadership computing facility","volume-title":"Tech. Rep.","author":"Papka","year":"2024"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3307681.3325400"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/eScience.2016.7870901"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3581784.3607047"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2024.3511347"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-020-9802-0"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/HOTI.2015.13"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2014.52"},{"key":"ref39","article-title":"Lessons learned from the Chameleon testbed","volume-title":"USENIX Annual Technical Conference","author":"Keahey"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1126\/science.1230444"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.4c04636"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1117\/12.2629506"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-22496-7_5"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.65.026107"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1057\/s41599-021-00903-w"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2917719"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1038\/s41562-023-01648-z"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TLT.2018.2889100"},{"key":"ref50","article-title":"Creating and scoring multiple choice questions (mcqs) from papers","author":"Catlett","year":"2025"},{"key":"ref51","article-title":"Mistral 7B","author":"Jiang","year":"2023"},{"key":"ref52","article-title":"The Llama 3 herd of models","year":"2024"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-7b98e3ed-013"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.5555\/3291168.3291210"},{"key":"ref55","article-title":"Airflow","year":"2015"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.3505"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/2443416.2443417"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.3820"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2014.10.008"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.365"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/e-Science62913.2024.10678702"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3486897"},{"key":"ref63","article-title":"Akka: The actor model on the JVM","year":"2009"},{"key":"ref64","article-title":"Orleans: Distributed virtual actors for programmability and scalability","volume-title":"Tech. Rep. MSR-TR-2014-41","author":"Bernstein","year":"2014"},{"key":"ref65","article-title":"Abaco\u2013A modern platform for high throughput parallel rcientific computations","author":"Garcia","year":"2020"},{"key":"ref66","article-title":"Azure: Service fabric reliable actors","year":"2017"},{"key":"ref67","article-title":"Process-as-a-service: Elastic and stateful serverless with cloud processes","volume-title":"Tech. Rep","author":"Copik","year":"2022"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1007\/11568322_24"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.1995.479840"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/295685.295699"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202413523"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.emnlp-main.880"},{"key":"ref73","article-title":"Improving factuality and reasoning in language models through multiagent debate","author":"Du","year":"2023"},{"key":"ref74","article-title":"MathChat: Converse to tackle challenging math problems with LLM agents","author":"Wu","year":"2024"},{"key":"ref75","first-page":"17889","article-title":"Encouraging divergent thinking in large language models through multi-agent debate","volume-title":"2024 Conference on Empirical Methods in Natural Language Processing","author":"Liang"},{"key":"ref76","article-title":"Agents","year":"2024"},{"key":"ref77","article-title":"Model Context Protocol (MCP)","year":"2024"},{"key":"ref78","article-title":"Agent2Agent Protocol (A2A)","year":"2025"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-023-06792-0"},{"key":"ref80","article-title":"Accelerating scientific breakthroughs with an AI co-scientist","year":"2025"}],"event":{"name":"2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS)","location":"New Orleans, LA, USA","start":{"date-parts":[[2026,5,25]]},"end":{"date-parts":[[2026,5,29]]}},"container-title":["2026 IEEE International Parallel and Distributed Processing Symposium (IPDPS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11575315\/11575316\/11575374.pdf?arnumber=11575374","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T07:38:28Z","timestamp":1782891508000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11575374\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,25]]},"references-count":80,"URL":"https:\/\/doi.org\/10.1109\/ipdps65963.2026.00114","relation":{},"subject":[],"published":{"date-parts":[[2026,5,25]]}}}