{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T16:10:06Z","timestamp":1755879006975,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":67,"publisher":"ACM","license":[{"start":{"date-parts":[[2023,10,30]],"date-time":"2023-10-30T00:00:00Z","timestamp":1698624000000},"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":[[2023,10,30]]},"DOI":"10.1145\/3620678.3624668","type":"proceedings-article","created":{"date-parts":[[2023,10,31]],"date-time":"2023-10-31T13:58:07Z","timestamp":1698760687000},"page":"394-409","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["User Disengagement-Oriented Target Enforcement for Multi-Tenant Database Systems"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6510-1687","authenticated-orcid":false,"given":"Ning","family":"Li","sequence":"first","affiliation":[{"name":"Dept. of CSE, University of Texas at Arlington, Arlington, Texas, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1477-9751","authenticated-orcid":false,"given":"Hong","family":"Jiang","sequence":"additional","affiliation":[{"name":"Dept. of CSE, University of Texas at Arlington, Arlington, Texas, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1687-6790","authenticated-orcid":false,"given":"Hao","family":"Che","sequence":"additional","affiliation":[{"name":"Dept. of CSE, University of Texas at Arlington, Arlington, Texas, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8572-0140","authenticated-orcid":false,"given":"Zhijun","family":"Wang","sequence":"additional","affiliation":[{"name":"Dept. of CSE, University of Texas at Arlington, Arlington, Texas, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1445-3700","authenticated-orcid":false,"given":"Minh Q.","family":"Nguyen","sequence":"additional","affiliation":[{"name":"IT, Ho Chi Minh City, University of Transport, Ho Chi Minh City, Vietnam"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-3638-7799","authenticated-orcid":false,"given":"Todd","family":"Rosenkrantz","sequence":"additional","affiliation":[{"name":"Dept. of CSE, University of Texas at Arlington, Arlington, Texas, USA"}]}],"member":"320","published-online":{"date-parts":[[2023,10,31]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"2016. Why Brands Are Fighting Over Milliseconds. https:\/\/www.forbes.com\/sites\/steveolenski\/2016\/11\/10\/why-brands-are-fighting-over-milliseconds\/?sh=56aacfa04ad3."},{"key":"e_1_3_2_1_2_1","unstructured":"2017. The State of Online Retail Performance. https:\/\/s3.amazonaws.com\/sofist-marketing\/State+of+Online+Retail+Performance+Spring+2017+-+Akamai+and+SOASTA+2017.pdf."},{"key":"e_1_3_2_1_3_1","unstructured":"2019. The system call intercepting library. https:\/\/github.com\/pmem\/syscall_intercept."},{"key":"e_1_3_2_1_4_1","unstructured":"2021. Additive increase\/multiplicative decrease. https:\/\/en.wikipedia.org\/wiki\/Additive_increase\/multiplicative_decrease."},{"key":"e_1_3_2_1_5_1","unstructured":"2021. Amazon study: Every 100ms in Added Page Load Time Cost 1% in Revenue. https:\/\/www.contentkingapp.com\/academy\/page-speed-resources\/faq\/amazon-page-speed-study\/."},{"key":"e_1_3_2_1_6_1","unstructured":"2022. Bounce rate. https:\/\/en.wikipedia.org\/wiki\/Bounce_rate."},{"key":"e_1_3_2_1_7_1","unstructured":"2022. Churn rate. https:\/\/en.wikipedia.org\/wiki\/Churn_rate."},{"key":"e_1_3_2_1_8_1","unstructured":"2022. Coefficient of variation. https:\/\/en.wikipedia.org\/wiki\/Coefficient_of_variation."},{"key":"e_1_3_2_1_9_1","unstructured":"2022. Conversion rate. https:\/\/en.wikipedia.org\/wiki\/Conversion_marketing#Conversion_rate."},{"key":"e_1_3_2_1_10_1","unstructured":"2022. Db2 workload manager. https:\/\/www.ibm.com\/docs\/en\/db2\/11.1?topic=administration-db2-workload-manager."},{"key":"e_1_3_2_1_11_1","unstructured":"2022. MongoDB. http:\/\/www.mongodb.org\/."},{"key":"e_1_3_2_1_12_1","unstructured":"2022. MySQL. http:\/\/www.mysql.com."},{"key":"e_1_3_2_1_13_1","unstructured":"2022. Oracle. https:\/\/www.oracle.com."},{"key":"e_1_3_2_1_14_1","unstructured":"2022. TRANSACTION PROCESSING PERFORMANCE COUNCIL. The TPC-C home page. http:\/\/www.tpc.org\/tpcc\/."},{"key":"e_1_3_2_1_15_1","unstructured":"2022. Website Speed Matters More Than You Think. https:\/\/callchrishenry.com\/website-speed\/."},{"key":"e_1_3_2_1_16_1","unstructured":"2023. Build a Multi-Tenant Architecture. https:\/\/www.mongodb.com\/docs\/atlas\/build-multi-tenant-arch\/."},{"key":"e_1_3_2_1_17_1","unstructured":"2023. cgroups - Linux control groups. http:\/\/man7.org\/linux\/manpages\/man7\/cgroups.7.html."},{"key":"e_1_3_2_1_18_1","unstructured":"2023. Managing Resources with Oracle Database Resource Manager. https:\/\/docs.oracle.com\/en\/database\/oracle\/oracle-database\/21\/admin\/managing-resources-with-oracle-database-resource-manager.html."},{"key":"e_1_3_2_1_19_1","unstructured":"2023. MongoDB Atlas. https:\/\/www.mongodb.com\/cloud\/atlas."},{"key":"e_1_3_2_1_20_1","unstructured":"2023. MSSQL Server: Resource Governor. https:\/\/learn.microsoft.com\/en-us\/sql\/relational-databases\/resource-governor\/resource-governor?view=sql-server-ver16."},{"key":"e_1_3_2_1_21_1","unstructured":"2023. PostgreSQL. https:\/\/www.postgresql.org\/."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"M. Alizadeh S. Yang M. Sharif S. Katti N. McKeown B. Prabhakar and S. Shenker. 2013. pfabric: Minimal near-optimal datacenter transport. In SIGCOMM.","DOI":"10.1145\/2486001.2486031"},{"key":"e_1_3_2_1_23_1","volume-title":"Role of Database Management in E-Commerce Firms. CHANGING FACE OF E-COMMERCE IN ASIA","author":"Bharadwaj Prince","year":"2022","unstructured":"Prince Bharadwaj, Sameer Kumar, Ashwin Raj, and Manoj Hudnurkar. 2022. Role of Database Management in E-Commerce Firms. CHANGING FACE OF E-COMMERCE IN ASIA (2022), 297--313."},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3225058.3225113"},{"volume-title":"Proceedings of the ACM symposium on Cloud computing (SoCC).","author":"Cooper B. F.","key":"e_1_3_2_1_25_1","unstructured":"B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan, and R. Sears. 2010. Benchmarking cloud serving systems with YCSB. In Proceedings of the ACM symposium on Cloud computing (SoCC)."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/1400097.1400103"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2408776.2408794"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2463676.2465308"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"crossref","unstructured":"P. X. Gao A. Narayan G. Kumar R. Agarwal S. Ratnasamy and S. Shenker. 2015. phost: Distributed near-optimal datacenter transport over commodity network fabric. In CoNEXT.","DOI":"10.1145\/2716281.2836086"},{"volume-title":"Proccedings of the conference on File and storage technologies (FAST).","author":"Gracia-Tinedo R.","key":"e_1_3_2_1_30_1","unstructured":"R. Gracia-Tinedo, J. Samp\u00e9, E. Zamora, M. S\u00e1nchez-Artigas, P. Garc\u00eda-L\u00f3pez, Y. Moatti, and E. Rom. 2017. Crystal: Software-Defined Storage for Multi-Tenant Object Stores. In Proccedings of the conference on File and storage technologies (FAST)."},{"volume-title":"Proceedings of the USENIX conference on Networked systems design and implementation (NSDI).","author":"Grosvenor M. P.","key":"e_1_3_2_1_31_1","unstructured":"M. P. Grosvenor, M. Schwarzkopf, I. Gog, R. N. Watson, A. W. Moore, S. Hand, and J. Crowcroft. 2015. Queues don't matter when you can jump them!. In Proceedings of the USENIX conference on Networked systems design and implementation (NSDI)."},{"volume-title":"Proccedings of the conference on File and storage technologies (FAST).","author":"Gulati A.","key":"e_1_3_2_1_32_1","unstructured":"A. Gulati, I. Ahmad, and C. A. Waldspurger. 2009. PARDA: proportional allocation of resources for distributed storage access. In Proccedings of the conference on File and storage technologies (FAST)."},{"volume-title":"Proceedings of the International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS).","author":"Gulati A.","key":"e_1_3_2_1_33_1","unstructured":"A. Gulati, A. Merchant, M. Uysal, and Peter J. Varman. 2009. Efficient and adaptive proportional share I\/O scheduling. In Proceedings of the International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS)."},{"volume-title":"Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI).","author":"Gulati A.","key":"e_1_3_2_1_34_1","unstructured":"A. Gulati, A. Merchant, and P. J. Varman. 2010. mClock: handling throughput variability for hypervisor IO scheduling. In Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI)."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1111\/1467-842X.00072"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2707600"},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"crossref","unstructured":"V. Jalaparti P. Bodik S. Kandula I. Menache M. Rybalkin and C. Yan. 2013. Speeding up Distributed Request-Response Workflows. In SIGCOMM.","DOI":"10.1145\/2486001.2486028"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/2785956.2787479"},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1145\/1012888.1005694"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.14778\/3352063.3352140"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.2307\/3212698"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0305004100036094"},{"key":"e_1_3_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAC.2017.12"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPADS51040.2020.00051"},{"volume-title":"Proceedings of the 3th European conference on Computer systems (EuroSys).","author":"Li Ning","key":"e_1_3_2_1_45_1","unstructured":"Ning Li, Hong Jiang, Hao Che, Zhijun Wang, and Minh Q. Nguyen. 2022. Improving scalability of database systems by reshaping user parallel I\/O. In Proceedings of the 3th European conference on Computer systems (EuroSys)."},{"volume-title":"Proceedings of the 3th European conference on Computer systems (EuroSys).","author":"Li N.","key":"e_1_3_2_1_46_1","unstructured":"N. Li, H. Jiang, D. Feng, and Z. Shi. 2016. PSLO: Enforcing the Xth Percentile Latency and Throughput SLOs for Consolidated VM Storage. In Proceedings of the 3th European conference on Computer systems (EuroSys)."},{"key":"e_1_3_2_1_47_1","volume-title":"NA proof for the queuing formula: L= \u03bbW. Operations research 9, 3","author":"Little JDC","year":"1961","unstructured":"JDC Little. 1961. NA proof for the queuing formula: L= \u03bbW. Operations research 9, 3 (1961), 383--387."},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1037949.1024399"},{"volume-title":"Proceedings of the USENIX conference on Networked systems design and implementation (NSDI).","author":"Mace J.","key":"e_1_3_2_1_49_1","unstructured":"J. Mace, P. Bodik, R. Fonseca, and M. Musuvathi. 2015. Retro: Targeted Resource Management in Multi-tenant Distributed Systems. In Proceedings of the USENIX conference on Networked systems design and implementation (NSDI)."},{"key":"e_1_3_2_1_50_1","volume-title":"Proceedings of the USENIX Annual Technical Conference (ATC).","author":"Mahgoub Ashraf","year":"2021","unstructured":"Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, and Saurabh Bagchi. 2021. SONIC: Application-aware Data Passing for Chained Serverless Applications. In Proceedings of the USENIX Annual Technical Conference (ATC)."},{"key":"e_1_3_2_1_51_1","volume-title":"Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI).","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 Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI)."},{"volume-title":"Proceedings of the USENIX Annual Technical Conference (ATC).","author":"McCullough J. C.","key":"e_1_3_2_1_52_1","unstructured":"J. C. McCullough, J. Dunagan, A. Wolman, and A. C. Snoeren. 2010. Stout: An adaptive interface to scalable cloud storage. In Proceedings of the USENIX Annual Technical Conference (ATC)."},{"volume-title":"Stochastic models in queueing theory","author":"Medhi Jyotiprasad","key":"e_1_3_2_1_53_1","unstructured":"Jyotiprasad Medhi. 2002. Stochastic models in queueing theory. Elsevier."},{"key":"e_1_3_2_1_54_1","volume-title":"Cloud data services: Workloads, architectures and multi-tenancy. Foundations and Trends\u00ae in Databases 10, 1","author":"Narasayya Vivek","year":"2021","unstructured":"Vivek Narasayya and Surajit Chaudhuri. 2021. Cloud data services: Workloads, architectures and multi-tenancy. Foundations and Trends\u00ae in Databases 10, 1 (2021), 1--107."},{"volume-title":"Proceedings of the ACM International Symposium on High Performance Distributed Computing (HPDC).","author":"Nguyen M.","key":"e_1_3_2_1_55_1","unstructured":"M. Nguyen, S. Alesawi, N. Li, H. Che, and H. Jiang. 2018. Forktail: a black-box fork-join tail latency prediction model for user-facing data-center workloads. In Proceedings of the ACM International Symposium on High Performance Distributed Computing (HPDC)."},{"key":"e_1_3_2_1_56_1","doi-asserted-by":"publisher","DOI":"10.1145\/2619239.2626309"},{"key":"e_1_3_2_1_57_1","volume-title":"Velocity-Web Performance and Operations Conf.","author":"Schurman Eric","year":"2009","unstructured":"Eric Schurman and Jake Brutlag. 2009. Performance Related Changes and their User Impact. In Velocity-Web Performance and Operations Conf."},{"volume-title":"Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI).","author":"Shue D.","key":"e_1_3_2_1_58_1","unstructured":"D. Shue, M.J. Freedman, and A. Shaikh. 2012. Performance Isolation and Fairness for Multi-Tenant Cloud Storage. In Proceedings of the Symposium on Operating Systems Design and Implementation (OSDI)."},{"volume-title":"Proceedings of the USENIX conference on Networked systems design and implementation (NSDI).","author":"Suresh L.","key":"e_1_3_2_1_59_1","unstructured":"L. Suresh, M. Canini, S. Schmid, and A. Feldmann. 2015. C3: Cutting Tail Latency in Cloud Data Stores via Adaptive Replica Selection. In Proceedings of the USENIX conference on Networked systems design and implementation (NSDI)."},{"key":"e_1_3_2_1_60_1","doi-asserted-by":"crossref","unstructured":"B. Vamanan J. Hasan and T. Vijaykumarn. 2012. Deadline-aware datacenter tcp (d2tcp). In SIGCOMM.","DOI":"10.1145\/2342356.2342388"},{"key":"e_1_3_2_1_61_1","doi-asserted-by":"crossref","unstructured":"A. Vulimiri P. B. Godfrey R. Mittal J. Sherry S. Ratnasamy and S. Shenker. 2013. Low Latency via Redundancy. In CoNEXT.","DOI":"10.1145\/2535372.2535392"},{"volume-title":"Proceedings of the ACM symposium on Cloud computing (SoCC).","author":"Wang A.","key":"e_1_3_2_1_62_1","unstructured":"A. Wang, S. Venkataraman, S. Alspaugh, R. Katz, and I. Stoica. 2012. Cake: enabling high-level SLOs on shared storage systems. In Proceedings of the ACM symposium on Cloud computing (SoCC)."},{"volume-title":"Proceedings of the USENIX conference on Networked systems design and implementation (NSDI).","author":"Wu Z.","key":"e_1_3_2_1_63_1","unstructured":"Z. Wu, C. Yu, and H. V. Madhyastha. 2015. CosTLO: Cost-Effective Redundancy for Lower Latency Variance on Cloud Storage Services. In Proceedings of the USENIX conference on Networked systems design and implementation (NSDI)."},{"volume-title":"Proceedings of the USENIX conference on Networked systems design and implementation (NSDI).","author":"Xu Y.","key":"e_1_3_2_1_64_1","unstructured":"Y. Xu, Z. Musgrave, B. Noble, and M. Bailey. 2013. Bobtail: Avoiding Long Tails in the Cloud. In Proceedings of the USENIX conference on Networked systems design and implementation (NSDI)."},{"key":"e_1_3_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1145\/1168910.1168913"},{"volume-title":"Proceedings of the ACM symposium on Cloud computing (SoCC).","author":"Zhu T.","key":"e_1_3_2_1_66_1","unstructured":"T. Zhu, D. S. Berger, and M. Harchol-Balter. 2016. SNC-Meister: Admitting More Tenants with Tail Latency SLOs. In Proceedings of the ACM symposium on Cloud computing (SoCC)."},{"volume-title":"Proceedings of the ACM symposium on Cloud computing (SoCC).","author":"Zhu T.","key":"e_1_3_2_1_67_1","unstructured":"T. Zhu, A. Tumanov, M. A. Kozuch, M. Harchol-Balter, and G. R. Ganger. 2014. PriorityMeister: Tail Latency QoS for Shared Networked Storage. In Proceedings of the ACM symposium on Cloud computing (SoCC)."}],"event":{"name":"SoCC '23: ACM Symposium on Cloud Computing","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGOPS ACM Special Interest Group on Operating Systems"],"location":"Santa Cruz CA USA","acronym":"SoCC '23"},"container-title":["Proceedings of the 2023 ACM Symposium on Cloud Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3620678.3624668","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3620678.3624668","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T15:54:33Z","timestamp":1755878073000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3620678.3624668"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,30]]},"references-count":67,"alternative-id":["10.1145\/3620678.3624668","10.1145\/3620678"],"URL":"https:\/\/doi.org\/10.1145\/3620678.3624668","relation":{},"subject":[],"published":{"date-parts":[[2023,10,30]]},"assertion":[{"value":"2023-10-31","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}