{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T22:35:52Z","timestamp":1765233352642,"version":"build-2065373602"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,2,1]],"date-time":"2023-02-01T00:00:00Z","timestamp":1675209600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CNS-1763617","CNS-1901137"],"award-info":[{"award-number":["CNS-1763617","CNS-1901137"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Inria under the Exploratory Action MAMMALS"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Networking"],"published-print":{"date-parts":[[2023,2]]},"DOI":"10.1109\/tnet.2022.3187044","type":"journal-article","created":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T19:29:13Z","timestamp":1657740553000},"page":"30-41","source":"Crossref","is-referenced-by-count":3,"title":["GRADES: Gradient Descent for Similarity Caching"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1774-6568","authenticated-orcid":false,"given":"Anirudh","family":"Sabnis","sequence":"first","affiliation":[{"name":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2158-0126","authenticated-orcid":false,"given":"Tareq","family":"Si Salem","sequence":"additional","affiliation":[{"name":"Inria, Universit&#x00E9; C&#x00F4;te d&#x2019;Azur, Sophia Antipolis, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8779-0620","authenticated-orcid":false,"given":"Giovanni","family":"Neglia","sequence":"additional","affiliation":[{"name":"Inria, Universit&#x00E9; C&#x00F4;te d&#x2019;Azur, Sophia Antipolis, France"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4955-9003","authenticated-orcid":false,"given":"Michele","family":"Garetto","sequence":"additional","affiliation":[{"name":"Dipartimento di Informatica, Universit&#x00E0; degli Studi di Torino, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3070-4274","authenticated-orcid":false,"given":"Emilio","family":"Leonardi","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Turin, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0558-6875","authenticated-orcid":false,"given":"Ramesh K.","family":"Sitaraman","sequence":"additional","affiliation":[{"name":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, MA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/502807.502808"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/253262.253263"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1458469.1458473"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2010.12.006"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526769"},{"article-title":"Algorithms and methods in recommender systems","year":"2011","author":"Asanov","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2844983"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystems.2006.10.006"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.4056\/sigs.541628"},{"key":"ref10","first-page":"1","article-title":"Memory networks","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Weston"},{"key":"ref11","article-title":"Neural Turing machines","author":"Graves","year":"2014","journal-title":"arXiv:1410.5401"},{"key":"ref12","first-page":"1842","article-title":"Meta-learning with memory-augmented neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Santoro"},{"key":"ref13","first-page":"1","article-title":"Scalable training and serving of personalized models","volume-title":"Proc. NIPS Workshop Mach. Learn. Syst. (LearningSys)","author":"Crankshaw"},{"key":"ref14","first-page":"613","article-title":"Clipper: A low-latency online prediction serving system","volume-title":"Proc. 14th USENIX Symp. Netw. Syst. Design Implement. (NSDI)","author":"Crankshaw"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.94"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3132211.3134456"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3241539.3241557"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3173162.3173185"},{"key":"ref19","first-page":"1","article-title":"Shadow puppets: Cloud-level accurate AI inference at the speed and economy of edge","volume-title":"Proc. USENIX (HotEdge)","author":"Venugopal"},{"key":"ref20","first-page":"1","article-title":"Accelerating deep learning inference via freezing","volume-title":"Proc. 11th USENIX Workshop Hot Topics Cloud Comput. (HotCloud)","author":"Kumar"},{"key":"ref21","article-title":"Accelerating deep learning inference via learned caches","author":"Balasubramanian","year":"2021","journal-title":"arXiv:2101.07344"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/MedComNet52149.2021.9501272"},{"key":"ref23","first-page":"194","article-title":"A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces","volume-title":"Proc. VLDB","volume":"98","author":"Weber"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2021.3126368"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2979683.2979688"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.2200\/s00626ed1v01y201501aim030"},{"volume-title":"Similarity Caching Trace Repository","year":"2021","key":"ref27"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2896380"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2021.108570"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/LNET.2020.3031961"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TRA.2004.824698"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1137\/S0363012903428652"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1051\/cocv:2005024"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511569920.003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/1811039.1811075"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/2964791.2901467"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737446"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICC42927.2021.9500487"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2006.49"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2921572"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2361319"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824059"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2889473"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2844984"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796677"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM42981.2021.9488757"},{"key":"ref47","first-page":"1","article-title":"A\u00c7AI: Ascent similarity caching with approximate indexes","volume-title":"Proc. 33rd Int. Teletraffic Congr. (ITC)","author":"Si Salem"},{"volume-title":"Faiss: A Library for Efficient Similarity Search","year":"2017","key":"ref48"},{"article-title":"Itu-t recommendation g.107: The e-model, a computational model for use in transmission planning","year":"2003","author":"Bergstra","key":"ref49"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2020.113324"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2014.6848038"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2020.2980105"},{"key":"ref53","volume-title":"Operating Systems Theory","volume":"973","author":"Coffman","year":"1973"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-93-86279-38-5"},{"key":"ref55","first-page":"483","article-title":"Adaptsize: Orchestrating the hot object memory cache in a content delivery network","volume-title":"Proc. 14th USENIX Symp. Netw. Syst. Design Implement. (NSDI)","author":"Berger"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68474-1_3"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/bfb0121195"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996611"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/2980055.2980056"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2894817"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351021"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052639"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371831"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"}],"container-title":["IEEE\/ACM Transactions on Networking"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/90\/10045328\/9828494-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/90\/10045328\/09828494.pdf?arnumber=9828494","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T07:35:43Z","timestamp":1706772943000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9828494\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2]]},"references-count":66,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tnet.2022.3187044","relation":{},"ISSN":["1063-6692","1558-2566"],"issn-type":[{"type":"print","value":"1063-6692"},{"type":"electronic","value":"1558-2566"}],"subject":[],"published":{"date-parts":[[2023,2]]}}}