{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T14:10:11Z","timestamp":1755871811214,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":15,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,1,4]],"date-time":"2024-01-04T00:00:00Z","timestamp":1704326400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,1,4]]},"DOI":"10.1145\/3632410.3632504","type":"proceedings-article","created":{"date-parts":[[2024,1,3]],"date-time":"2024-01-03T18:15:16Z","timestamp":1704305716000},"page":"514-518","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["TASCA : Tool for Automatic SCalable Acceleration of ML pipelines\u2731"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-8855-7841","authenticated-orcid":false,"given":"Archisman","family":"Bhowmick","sequence":"first","affiliation":[{"name":"TCS Research, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4654-1246","authenticated-orcid":false,"given":"Mayank","family":"Mishra","sequence":"additional","affiliation":[{"name":"TCS Research, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3712-1784","authenticated-orcid":false,"given":"Rekha","family":"Singhal","sequence":"additional","affiliation":[{"name":"TCS Research, USA"}]}],"member":"320","published-online":{"date-parts":[[2024,1,4]]},"reference":[{"key":"e_1_3_2_2_1_1","unstructured":"[n. d.]. AutoML. https:\/\/www.automl.org\/automl\/"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2010.118"},{"key":"e_1_3_2_2_3_1","volume-title":"Scalene: Scripting-Language Aware Profiling for Python. arXiv preprint arXiv:2006.03879","author":"Berger D","year":"2020","unstructured":"Emery\u00a0D Berger. 2020. Scalene: Scripting-Language Aware Profiling for Python. arXiv preprint arXiv:2006.03879 (2020)."},{"key":"e_1_3_2_2_4_1","unstructured":"Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique\u00a0Ponde de Oliveira\u00a0Pinto Jared Kaplan Harri Edwards Yuri Burda Nicholas Joseph Greg Brockman Alex Ray Raul Puri Gretchen Krueger Michael Petrov Heidy Khlaaf Girish Sastry Pamela Mishkin Brooke Chan Scott Gray Nick Ryder Mikhail Pavlov Alethea Power Lukasz Kaiser Mohammad Bavarian Clemens Winter Philippe Tillet Felipe\u00a0Petroski Such Dave Cummings Matthias Plappert Fotios Chantzis Elizabeth Barnes Ariel Herbert-Voss William\u00a0Hebgen Guss Alex Nichol Alex Paino Nikolas Tezak Jie Tang Igor Babuschkin Suchir Balaji Shantanu Jain William Saunders Christopher Hesse Andrew\u00a0N. Carr Jan Leike Josh Achiam Vedant Misra Evan Morikawa Alec Radford Matthew Knight Miles Brundage Mira Murati Katie Mayer Peter Welinder Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever and Wojciech Zaremba. 2021. Evaluating Large Language Models Trained on Code. arxiv:2107.03374\u00a0[cs.LG]"},{"key":"e_1_3_2_2_5_1","unstructured":"Sharod\u00a0Roy Choudhury and Mayank Mishra& Rekha Singhal&\u00a0Sirish Karande. [n. d.]. APERFCODE: Auto Conversion to PErformant Code. ([n. d.])."},{"volume-title":"Data Science with Python and Dask","author":"Daniel Jesse","key":"e_1_3_2_2_6_1","unstructured":"Jesse Daniel. 2019. Data Science with Python and Dask. Simon and Schuster."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2833157.2833162"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3360578"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.14778\/3476311.3476316"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671376"},{"key":"e_1_3_2_2_11_1","volume-title":"Proceedings of the 13th USENIX Conference on Operating Systems Design and Implementation","author":"Moritz Philipp","year":"2018","unstructured":"Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael\u00a0I. Jordan, and Ion Stoica. 2018. Ray: A Distributed Framework for Emerging AI Applications. In Proceedings of the 13th USENIX Conference on Operating Systems Design and Implementation (Carlsbad, CA, USA) (OSDI\u201918). USENIX Association, USA, 561\u2013577."},{"key":"e_1_3_2_2_12_1","unstructured":"Derek\u00a0G. Murray Jiri Simsa Ana Klimovic and Ihor Indyk. 2021. tf.data: A Machine Learning Data Processing Framework. arxiv:2101.12127\u00a0[cs.LG]"},{"key":"e_1_3_2_2_13_1","volume-title":"Weld: Rethinking the interface between data-intensive applications. arXiv preprint arXiv:1709.06416","author":"Palkar Shoumik","year":"2017","unstructured":"Shoumik Palkar, James Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman Amarasinghe, Samuel Madden, and Matei Zaharia. 2017. Weld: Rethinking the interface between data-intensive applications. arXiv preprint arXiv:1709.06416 (2017)."},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341301.3359652"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/3578356.3592596"}],"event":{"name":"CODS-COMAD 2024: 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)","acronym":"CODS-COMAD 2024","location":"Bangalore India"},"container-title":["Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632504","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3632410.3632504","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T13:37:39Z","timestamp":1755869859000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3632410.3632504"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1,4]]},"references-count":15,"alternative-id":["10.1145\/3632410.3632504","10.1145\/3632410"],"URL":"https:\/\/doi.org\/10.1145\/3632410.3632504","relation":{},"subject":[],"published":{"date-parts":[[2024,1,4]]},"assertion":[{"value":"2024-01-04","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}