{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,3]],"date-time":"2025-05-03T19:43:37Z","timestamp":1746301417748,"version":"3.28.0"},"reference-count":15,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,15]],"date-time":"2021-12-15T00:00:00Z","timestamp":1639526400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,15]]},"DOI":"10.1109\/bigdata52589.2021.9671376","type":"proceedings-article","created":{"date-parts":[[2022,1,13]],"date-time":"2022-01-13T20:39:16Z","timestamp":1642106356000},"page":"1867-1876","source":"Crossref","is-referenced-by-count":1,"title":["FASCA: Framework for Automatic Scalable Acceleration of ML Pipeline"],"prefix":"10.1109","author":[{"given":"Mayank","family":"Mishra","sequence":"first","affiliation":[]},{"given":"Archisman","family":"Bhowmick","sequence":"additional","affiliation":[]},{"given":"Rekha","family":"Singhal","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"293","article-title":"Offload annotations: Bringing heterogeneous computing to existing libraries and workloads","author":"yuan","year":"2020","journal-title":"2020 USENIX Annual Technical Conference (USENIX ATC)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2833157.2833162"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2010.118"},{"article-title":"Scalene: Scripting-language aware profiling for python","year":"2020","author":"berger","key":"ref13"},{"key":"ref14","article-title":"Data Science with Python and Dask","author":"daniel","year":"2019","journal-title":"Simon & Schuster"},{"key":"ref15","first-page":"561","article-title":"Ray: A distributed framework for emerging ai applications","author":"moritz","year":"2018","journal-title":"Proceedings of the 13th USENIX Conference on Operating Systems Design and Implementation"},{"key":"ref4","first-page":"2503","article-title":"Hidden technical debt in machine learning systems","volume":"28","author":"sculley","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2938503.2938552"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.14778\/3476311.3476316"},{"year":"0","key":"ref5"},{"article-title":"Weld: Rethinking the interface between data-intensive applications","year":"2017","author":"palkar","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3297001.3297029"},{"key":"ref2","first-page":"131","article-title":"Performance assurance model for applications on spark platform","author":"singhal","year":"2017","journal-title":"Technology Conference on Performance Evaluation and Benchmarking"},{"article-title":"tf. data: A machine learning data processing framework","year":"2021","author":"murray","key":"ref1"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3341301.3359652"}],"event":{"name":"2021 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2021,12,15]]},"location":"Orlando, FL, USA","end":{"date-parts":[[2021,12,18]]}},"container-title":["2021 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9671263\/9671273\/09671376.pdf?arnumber=9671376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:55:24Z","timestamp":1652201724000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9671376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,15]]},"references-count":15,"URL":"https:\/\/doi.org\/10.1109\/bigdata52589.2021.9671376","relation":{},"subject":[],"published":{"date-parts":[[2021,12,15]]}}}