{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T15:19:13Z","timestamp":1780586353633,"version":"3.54.1"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,5,10]],"date-time":"2021-05-10T00:00:00Z","timestamp":1620604800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,5,10]],"date-time":"2021-05-10T00:00:00Z","timestamp":1620604800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,5,10]],"date-time":"2021-05-10T00:00:00Z","timestamp":1620604800000},"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","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,5,10]]},"DOI":"10.1109\/infocom42981.2021.9488757","type":"proceedings-article","created":{"date-parts":[[2021,7,27]],"date-time":"2021-07-27T00:07:32Z","timestamp":1627344452000},"page":"1-10","source":"Crossref","is-referenced-by-count":10,"title":["GRADES: Gradient Descent for Similarity Caching"],"prefix":"10.1109","author":[{"given":"Anirudh","family":"Sabnis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tareq","family":"Si Salem","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giovanni","family":"Neglia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michele","family":"Garetto","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emilio","family":"Leonardi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ramesh K.","family":"Sitaraman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2894817"},{"key":"ref33","volume":"973","author":"coffman","year":"1973","journal-title":"Operating Systems Theory"},{"key":"ref32","article-title":"Faiss: A library for efficient similarity search","year":"0"},{"key":"ref31","article-title":"Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs","author":"malkov","year":"2018","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.14778\/2824032.2824059"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2980055.2980056"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996611"},{"key":"ref35","first-page":"73","author":"fisher","year":"1978","journal-title":"An Analysis of Approximations for Maximizing Submodular Set Functions—II"},{"key":"ref34","first-page":"483","article-title":"Adaptsize: Orchestrating the hot object memory cache in a content delivery network","author":"berger","year":"2017","journal-title":"14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17)"},{"key":"ref10","article-title":"Neural Turing Machines","author":"graves","year":"2014"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2766462.2767755"},{"key":"ref11","first-page":"1842","article-title":"Meta-learning with memory-augmented neural networks","volume":"48","author":"santoro","year":"2016","journal-title":"Proc of the 33rd International Conference on Machine Learning"},{"key":"ref12","article-title":"Scalable training and serving of personalized models","author":"crankshaw","year":"2015","journal-title":"NIPS 2015 Workshop on Machine Learning Systems (LearningSys)"},{"key":"ref13","first-page":"613","article-title":"Clipper: A low-latency online prediction serving system","author":"crankshaw","year":"2017","journal-title":"14th USENIX Symposium on Networked Systems Design and Implementation (NSDI 17)"},{"key":"ref14","first-page":"194","article-title":"A quantitative analysis and performance study for similarity-search methods in high-dimensional spaces","volume":"98","author":"weber","year":"1998","journal-title":"VLDB"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2979683.2979688"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01572-4","volume":"9","author":"bellet","year":"2015","journal-title":"Metric Learning"},{"key":"ref17","article-title":"Similarity caching trace repository","year":"0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155221"},{"key":"ref19","doi-asserted-by":"crossref","first-page":"12:1","DOI":"10.1145\/2896380","article-title":"A unified approach to the performance analysis of caching systems","volume":"1","author":"garetto","year":"2016","journal-title":"ACM Trans Model Perform Eval Comput Syst"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2019.2921572"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526769"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2006.49"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1458469.1458473"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2018.2844983"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2361319"},{"key":"ref5","author":"asanov","year":"2011","journal-title":"Algortihms and Methods in Recommender Systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4056\/sigs.541628"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.biosystems.2006.10.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/253262.253263"},{"key":"ref9","article-title":"Memory networks","author":"weston","year":"2015","journal-title":"Proc of the International Conference on Learning Representations (ICLR)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/502807.502808"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TRA.2004.824698"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1051\/cocv:2005024","article-title":"Spatially-distributed coverage optimization and control with limited-range interactions","volume":"11","author":"cort\u00e9s","year":"2005","journal-title":"ESAIM COCV"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1137\/S0363012903428652"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052639"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/1811039.1811075"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783273"},{"key":"ref23","first-page":"9","article-title":"On-line learning and stochastic approximations","author":"bottou","year":"1998","journal-title":"On-Line Learning in Neural Networks"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/2827872"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737446"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371831"},{"key":"ref25","doi-asserted-by":"crossref","first-page":"113124","DOI":"10.1145\/2964791.2901467","article-title":"Adaptive caching networks with optimality guarantees","volume":"44","author":"ioannidis","year":"2016","journal-title":"SIGMETRICS Perform Eval Rev"}],"event":{"name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","location":"Vancouver, BC, Canada","start":{"date-parts":[[2021,5,10]]},"end":{"date-parts":[[2021,5,13]]}},"container-title":["IEEE INFOCOM 2021 - IEEE Conference on Computer Communications"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9488422\/9488423\/09488757.pdf?arnumber=9488757","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,5]],"date-time":"2023-01-05T15:21:10Z","timestamp":1672932070000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9488757\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,5,10]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/infocom42981.2021.9488757","relation":{},"subject":[],"published":{"date-parts":[[2021,5,10]]}}}