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USENIX Association, 827--844. https:\/\/www.usenix.org\/conference\/osdi20\/presentation\/suresh Lalith Suresh, Jo\u00e3o Loff, Faria Kalim, Sangeetha Abdu Jyothi, Nina Narodytska, Leonid Ryzhyk, Sahan Gamage, Brian Oki, Pranshu Jain, and Michael Gasch. 2020. Building Scalable and Flexible Cluster Managers Using Declarative Programming. In 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI 20). USENIX Association, 827--844. https:\/\/www.usenix.org\/conference\/osdi20\/presentation\/suresh"},{"key":"e_1_2_1_50_1","volume-title":"Boxer: Data Analytics on Network-enabled Serverless Platforms. In 11th Annual Conference on Innovative Data Systems Research (CIDR'21)","author":"Wawrzoniak Mike","year":"2021","unstructured":"Mike Wawrzoniak , Ingo M\u00fcller , Rodrigo Fraga Barcelos Paulus Bruno , and Gustavo Alonso . 2021 . Boxer: Data Analytics on Network-enabled Serverless Platforms. In 11th Annual Conference on Innovative Data Systems Research (CIDR'21) . Mike Wawrzoniak, Ingo M\u00fcller, Rodrigo Fraga Barcelos Paulus Bruno, and Gustavo Alonso. 2021. Boxer: Data Analytics on Network-enabled Serverless Platforms. In 11th Annual Conference on Innovative Data Systems Research (CIDR'21)."},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2019.8916493"},{"key":"e_1_2_1_52_1","volume-title":"Eliminating Boundaries in Cloud Storage with Anna. arXiv preprint arXiv:1809.00089","author":"Wu Chenggang","year":"2018","unstructured":"Chenggang Wu , Vikram Sreekanti , and Joseph M Hellerstein . 2018. Eliminating Boundaries in Cloud Storage with Anna. arXiv preprint arXiv:1809.00089 ( 2018 ). Chenggang Wu, Vikram Sreekanti, and Joseph M Hellerstein. 2018. Eliminating Boundaries in Cloud Storage with Anna. arXiv preprint arXiv:1809.00089 (2018)."}],"container-title":["Proceedings of the VLDB Endowment"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.14778\/3485450.3485454","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,28]],"date-time":"2022-12-28T10:41:17Z","timestamp":1672224077000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.14778\/3485450.3485454"}},"subtitle":["a DBMS-oriented operating system"],"short-title":[],"issued":{"date-parts":[[2021,9]]},"references-count":52,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,9]]}},"alternative-id":["10.14778\/3485450.3485454"],"URL":"https:\/\/doi.org\/10.14778\/3485450.3485454","relation":{},"ISSN":["2150-8097"],"issn-type":[{"value":"2150-8097","type":"print"}],"subject":[],"published":{"date-parts":[[2021,9]]}}}