{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T03:18:10Z","timestamp":1769656690118,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":66,"publisher":"ACM","license":[{"start":{"date-parts":[[2024,11,20]],"date-time":"2024-11-20T00:00:00Z","timestamp":1732060800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100006374","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["CNS-1841545, CCF-1942754, CNS-2322919, CNS- 2420632, CNS- 2426031, CNS-2426940"],"award-info":[{"award-number":["CNS-1841545, CCF-1942754, CNS-2322919, CNS- 2420632, CNS- 2426031, CNS-2426940"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2024,11,20]]},"DOI":"10.1145\/3698038.3698529","type":"proceedings-article","created":{"date-parts":[[2024,11,14]],"date-time":"2024-11-14T06:32:43Z","timestamp":1731565963000},"page":"160-177","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["En4S: Enabling SLOs in Serverless Storage Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1653-1514","authenticated-orcid":false,"given":"Minghao","family":"Xie","sequence":"first","affiliation":[{"name":"UC Santa Cruz, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6882-9590","authenticated-orcid":false,"given":"Chen","family":"Qian","sequence":"additional","affiliation":[{"name":"UC Santa Cruz, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5181-9639","authenticated-orcid":false,"given":"Heiner","family":"Litz","sequence":"additional","affiliation":[{"name":"UC Santa Cruz, USA"}]}],"member":"320","published-online":{"date-parts":[[2024,11,20]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"Istemi Ekin Akkus Ruichuan Chen Ivica Rimac Manuel Stein Klaus Satzke Andre Beck Paarijaat Aditya and Volker Hilt. 2018. {SAND}: Towards High-Performance Serverless Computing. In 2018 {Usenix} Annual Technical Conference ({USENIX} {ATC} 18). 923--935."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3267809.3267815"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3490386"},{"key":"e_1_3_2_1_4_1","volume-title":"11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14)","author":"Belay Adam","year":"2014","unstructured":"Adam Belay, George Prekas, Ana Klimovic, Samuel Grossman, Christos Kozyrakis, and Edouard Bugnion. 2014. {IX}: a protected dataplane operating system for high throughput and low latency. In 11th USENIX Symposium on Operating Systems Design and Implementation (OSDI 14). 49--65."},{"key":"e_1_3_2_1_5_1","volume-title":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 427--443","author":"Chakraborttii Chandranil","year":"2020","unstructured":"Chandranil Chakraborttii and Heiner Litz. 2020. Learning i\/o access patterns to improve prefetching in ssds. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases. Springer, 427--443."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/3456727.3463784"},{"key":"e_1_3_2_1_7_1","volume-title":"Mohammad Alizadeh, and Adam Belay.","author":"Cho Inho","year":"2020","unstructured":"Inho Cho, Ahmed Saeed, Joshua Fried, Seo Jin Park, Mohammad Alizadeh, and Adam Belay. 2020. Overload Control for &mu;s-scale RPCs with Breakwater. In 14th {USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 20). 299--314."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/2408776.2408794"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/3232559"},{"key":"e_1_3_2_1_11_1","volume-title":"Design and Implementation of the lwIP TCP\/IP Stack","author":"Dunkels Adam","year":"2001","unstructured":"Adam Dunkels. 2001. Design and Implementation of the lwIP TCP\/IP Stack. Swedish Institute of Computer Science 2, 77 (2001)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465308"},{"key":"e_1_3_2_1_13_1","unstructured":"Sadjad Fouladi Francisco Romero Dan Iter Qian Li Shuvo Chatterjee Christos Kozyrakis Matei Zaharia and Keith Winstein. 2019. From laptop to lambda: Outsourcing everyday jobs to thousands of transient functional containers. In 2019 {USENIX} Annual Technical Conference ({ USENIX} {ATC} 19). 475--488."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/3631606"},{"key":"e_1_3_2_1_15_1","unstructured":"HashiCorp. 2022. Terraform. https:\/\/github.com\/hashicorp\/terraform."},{"key":"e_1_3_2_1_16_1","unstructured":"Intel. 2022. Storage Performance Development Kit. https:\/\/spdk.io\/."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3620678.3624657"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787479"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE51399.2021.00072"},{"key":"e_1_3_2_1_20_1","unstructured":"Salman Khan. 2024. Road Waymo Dataset. https:\/\/github.com\/salmank255\/Road-waymo-dataset. Accessed: 2024-10-15."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3492321.3527539"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3093337.3037732"},{"key":"e_1_3_2_1_23_1","volume-title":"2018 USENIX Annual Technical Conference (USENIX ATC 18)","author":"Klimovic Ana","year":"2018","unstructured":"Ana Klimovic, Heiner Litz, and Christos Kozyrakis. 2018. Selecta: Heterogeneous cloud storage configuration for data analytics. In 2018 USENIX Annual Technical Conference (USENIX ATC 18). 759--773."},{"key":"e_1_3_2_1_24_1","unstructured":"Ana Klimovic Yawen Wang Christos Kozyrakis Patrick Stuedi Jonas Pfefferle and Animesh Trivedi. 2018. Understanding ephemeral storage for serverless analytics. In 2018 {USENIX} Annual Technical Conference ({USENIX} {ATC} 18). 789--794."},{"key":"e_1_3_2_1_25_1","volume-title":"Pocket: Elastic ephemeral storage for serverless analytics. In 13th { USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 18). 427--444.","author":"Klimovic Ana","year":"2018","unstructured":"Ana Klimovic, Yawen Wang, Patrick Stue di, Animesh Trivedi, Jonas Pfefferle, and Christos Kozyrakis. 2018. Pocket: Elastic ephemeral storage for serverless analytics. In 13th { USENIX} Symposium on Operating Systems Design and Implementation ({OSDI} 18). 427--444."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2002.1006576"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2670979.2670988"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/3620678.3624645"},{"key":"e_1_3_2_1_29_1","volume-title":"22nd USENIX Conference on File and Storage Technologies (FAST 24)","author":"Li Tao","year":"2024","unstructured":"Tao Li, Yongkun Li, Wenzhe Zhu, Yinlong Xu, and John CS Lui. 2024. {MinFlow}: High-performance and Cost-efficient Data Passing for {I\/O-intensive} Stateful Serverless Analytics. In 22nd USENIX Conference on File and Storage Technologies (FAST 24). 311--327."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3465406"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3589977"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/IC2E.2018.00039"},{"key":"e_1_3_2_1_33_1","volume-title":"12th USENIX Symposium on Networked Systems Design and Implementation (NSDI 15)","author":"Mace Jonathan","year":"2015","unstructured":"Jonathan Mace, Peter Bodik, Rodrigo Fonseca, and Madanlal Musuvathi. 2015. Retro: Targeted resource management in multi-tenant distributed systems. In 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI 15). 589--603."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/2934872.2934878"},{"key":"e_1_3_2_1_35_1","volume-title":"2021 USENIX Annual Technical Conference (USENIX ATC 21)","author":"Mahgoub Ashraf","year":"2021","unstructured":"Ashraf Mahgoub, Li Wang, Karthick Shankar, Yiming Zhang, Huangshi Tian, Subrata Mitra, Yuxing Peng, Hongqi Wang, Ana Klimovic, Haoran Yang, et al. 2021. {SONIC}: Application-aware Data Passing for Chained Serverless Applications. In 2021 USENIX Annual Technical Conference (USENIX ATC 21). 285--301."},{"key":"e_1_3_2_1_36_1","volume-title":"16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)","author":"Mahgoub Ashraf","year":"2022","unstructured":"Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, and Saurabh Bagchi. 2022. {ORION} and the three rights: Sizing, bundling, and prewarming for serverless {DAGs}. In 16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22). 303--320."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/3343180.3343187"},{"key":"e_1_3_2_1_38_1","volume-title":"Hwan Doh, and Arvind Krishnamurthy. 2021. Gimbal: enabling multi-tenant storage disaggregation on SmartNIC JBOFs. In Proceedings of the 2021 ACM SIGCOMM 2021 Conference. 106--122","author":"Min Jaehong","unstructured":"Jaehong Min, Ming Liu, Tapan Chugh, Chenxingyu Zhao, Andrew Wei, In Hwan Doh, and Arvind Krishnamurthy. 2021. Gimbal: enabling multi-tenant storage disaggregation on SmartNIC JBOFs. In Proceedings of the 2021 ACM SIGCOMM 2021 Conference. 106--122."},{"key":"e_1_3_2_1_39_1","volume-title":"13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)","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 I Jordan, et al. 2018. Ray: A distributed framework for emerging { AI} applications. In 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18). 561--577."},{"key":"e_1_3_2_1_40_1","unstructured":"The Linux Foundation Projects. 2022. Data Plane Development Kit. https:\/\/www.dpdk.org\/."},{"key":"e_1_3_2_1_41_1","volume-title":"16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19)","author":"Pu Qifan","year":"2019","unstructured":"Qifan Pu, Shivaram Venkataraman, and Ion Stoica. 2019. Shuffling, fast and slow: Scalable analytics on serverless infrastructure. In 16th USENIX Symposium on Networked Systems Design and Implementation (NSDI 19). 193--206."},{"key":"e_1_3_2_1_42_1","volume-title":"12th Annual Conference on Innovative Data Systems Research (CIDR'22)","author":"Purandare Devashish","year":"2022","unstructured":"Devashish Purandare, Pete Wilcox, Heiner Litz, and Shel Finkelstein. 2022. Append is near: Log-based data management on ZNS SSDs. In 12th Annual Conference on Innovative Data Systems Research (CIDR'22)."},{"key":"e_1_3_2_1_43_1","volume-title":"YOLOv3: An Incremental Improvement. arXiv preprint arXiv:1804.02767","author":"Redmon Joseph","year":"2018","unstructured":"Joseph Redmon and Ali Farhadi. 2018. YOLOv3: An Incremental Improvement. arXiv preprint arXiv:1804.02767 (2018). https:\/\/arxiv.org\/abs\/1804.02767"},{"key":"e_1_3_2_1_44_1","unstructured":"Amazon Web Services. 2024. Amazon EC2 get started. https:\/\/aws.amazon.com\/ec2\/ec2-get-started\/."},{"key":"e_1_3_2_1_45_1","unstructured":"Amazon Web Services. 2024. Amazon elasticache. https:\/\/aws.amazon.com\/elasticache\/."},{"key":"e_1_3_2_1_46_1","unstructured":"Amazon Web Services. 2024. Amazon simple storage service. https:\/\/aws.amazon.com\/s3\/."},{"key":"e_1_3_2_1_47_1","unstructured":"Amazon Web Services. 2024. Amazon Virtual Private Cloud. https:\/\/aws.amazon.com\/vpc\/."},{"key":"e_1_3_2_1_48_1","unstructured":"Amazon Web Services. 2024. AWS Lambda Pricing. https:\/\/aws.amazon.com\/lambda\/pricing\/."},{"key":"e_1_3_2_1_49_1","unstructured":"Amazon Web Services. 2024. Best practices design patterns: optimizing Amazon S3 performance. https:\/\/docs.aws.amazon.com\/AmazonS3\/latest\/userguide\/optimizing-performance.html."},{"key":"e_1_3_2_1_50_1","unstructured":"Amazon Web Services. 2024. Lambda quotas. https:\/\/docs.aws.amazon.com\/lambda\/latest\/dg\/gettingstarted-limits.html."},{"key":"e_1_3_2_1_51_1","volume-title":"Numpywren: Serverless linear algebra. arXiv preprint arXiv:1810.09679","author":"Shankar Vaishaal","year":"2018","unstructured":"Vaishaal Shankar, Karl Krauth, Qifan Pu, Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht, and Jonathan Ragan-Kelley. 2018. Numpywren: Serverless linear algebra. arXiv preprint arXiv:1810.09679 (2018)."},{"key":"e_1_3_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/217382.217453"},{"key":"e_1_3_2_1_53_1","volume-title":"10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12)","author":"Shue David","year":"2012","unstructured":"David Shue, Michael J Freedman, and Anees Shaikh. 2012. Performance isolation and fairness for {Multi-Tenant} cloud storage. In 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12). 349--362."},{"key":"e_1_3_2_1_54_1","volume-title":"Latin American High Performance Computing Conference. Springer, 154--168","author":"Spillner Josef","year":"2017","unstructured":"Josef Spillner, Cristian Mateos, and David A Monge. 2017. Faaster, better, cheaper: The prospect of serverless scientific computing and hpc. In Latin American High Performance Computing Conference. Springer, 154--168."},{"key":"e_1_3_2_1_55_1","volume-title":"Johann Schleier-Smith, Jose M Faleiro, Joseph E Gonzalez, Joseph M Hellerstein, and Alexey Tumanov.","author":"Sreekanti Vikram","year":"2020","unstructured":"Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin, Johann Schleier-Smith, Jose M Faleiro, Joseph E Gonzalez, Joseph M Hellerstein, and Alexey Tumanov. 2020. Cloudburst: Stateful functions-as-a-service. arXiv preprint arXiv:2001.04592 (2020)."},{"key":"e_1_3_2_1_56_1","volume-title":"Michal Baczun, Rustem Feyzkhanov, Edouard Bugnion, Boris Grot, and Marios Kogias.","author":"Ustiugov Dmitrii","year":"2023","unstructured":"Dmitrii Ustiugov, Shyam Jesalpura, Mert Bora Alper, Michal Baczun, Rustem Feyzkhanov, Edouard Bugnion, Boris Grot, and Marios Kogias. 2023. Expedited Data Transfers for Serverless Clouds. arXiv preprint arXiv:2309.14821 (2023)."},{"key":"e_1_3_2_1_57_1","unstructured":"Liang Wang Mengyuan Li Yinqian Zhang Thomas Ristenpart and Michael Swift. 2018. Peeking behind the curtains of serverless platforms. In 2018 {USENIX} Annual Technical Conference ({USENIX} {ATC} 18). 133--146."},{"key":"e_1_3_2_1_58_1","first-page":"344","article-title":"Anna: A kvs for any scale","volume":"33","author":"Wu Chenggang","year":"2019","unstructured":"Chenggang Wu, Jose M Faleiro, Yihan Lin, and Joseph M Hellerstein. 2019. Anna: A kvs for any scale. IEEE Transactions on Knowledge and Data Engineering 33, 2 (2019), 344--358.","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"e_1_3_2_1_59_1","volume-title":"Poster in OCP Future Technologies Symposium","author":"Xie Minghao","year":"2020","unstructured":"Minghao Xie, Chen Qian, and Heiner Litz. 2020. ReFlex4ARM: Supporting 100GbE Flash Storage Disaggregation on ARM SoC. Poster in OCP Future Technologies Symposium 2020."},{"key":"e_1_3_2_1_60_1","volume-title":"20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23)","author":"Yu Minchen","year":"2023","unstructured":"Minchen Yu, Tingjia Cao, Wei Wang, and Ruichuan Chen. 2023. Following the data, not the function: Rethinking function orchestration in serverless computing. In 20th USENIX Symposium on Networked Systems Design and Implementation (NSDI 23). 1489--1504."},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1145\/3419111.3421280"},{"key":"e_1_3_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/2342356.2342390"},{"key":"e_1_3_2_1_63_1","volume-title":"Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, et al.","author":"Zhang Jingyuan","year":"2022","unstructured":"Jingyuan Zhang, Ao Wang, Xiaolong Ma, Benjamin Carver, Nicholas John Newman, Ali Anwar, Lukas Rupprecht, Dimitrios Skourtis, Vasily Tarasov, Feng Yan, et al. 2022. Infinistore: Elastic serverless cloud storage. arXiv preprint arXiv:2209.01496 (2022)."},{"key":"e_1_3_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1145\/3357223.3362723"},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/2987550.2987585"},{"key":"e_1_3_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1145\/3127479.3132245"}],"event":{"name":"SoCC '24: ACM Symposium on Cloud Computing","location":"Redmond WA USA","acronym":"SoCC '24","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGOPS ACM Special Interest Group on Operating Systems"]},"container-title":["Proceedings of the ACM Symposium on Cloud Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3698038.3698529","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3698038.3698529","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T18:58:17Z","timestamp":1755889097000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3698038.3698529"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,20]]},"references-count":66,"alternative-id":["10.1145\/3698038.3698529","10.1145\/3698038"],"URL":"https:\/\/doi.org\/10.1145\/3698038.3698529","relation":{},"subject":[],"published":{"date-parts":[[2024,11,20]]},"assertion":[{"value":"2024-11-20","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}