{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T19:46:06Z","timestamp":1781725566265,"version":"3.54.5"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100003448","name":"European Union and Greek National Funds through the Operational Program Competitiveness, Entrepreneurship and Innovation, under the call RESEARCH\u2013CREATE\u2013INNOVATE","doi-asserted-by":"publisher","award":["T1EDK-02070"],"award-info":[{"award-number":["T1EDK-02070"]}],"id":[{"id":"10.13039\/501100003448","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3069857","type":"journal-article","created":{"date-parts":[[2021,3,30]],"date-time":"2021-03-30T20:31:57Z","timestamp":1617136317000},"page":"51970-51982","source":"Crossref","is-referenced-by-count":9,"title":["ASML: Algorithm-Agnostic Architecture for Scalable Machine Learning"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4384-8557","authenticated-orcid":false,"given":"Dimitrios E.","family":"Diamantis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5027-5323","authenticated-orcid":false,"given":"Dimitris K.","family":"Iakovidis","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MASS.2003.1194858"},{"key":"ref38","first-page":"307","article-title":"Ceph: A scalable, high-performance distributed file system","author":"weil","year":"2006","journal-title":"Proc 7th sympo Oper Syst Design Implement"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.17487\/rfc5766"},{"key":"ref32","first-page":"1","article-title":"Adobe’s real time messaging protocol","author":"parmar","year":"2012","journal-title":"Proc Copyright Adobe Syst"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.17487\/rfc2326"},{"key":"ref30","author":"bergkvist","year":"2012","journal-title":"WebRTC 1 0 Real-time Communication between Browsers"},{"key":"ref37","year":"2016","journal-title":"FFmpeg Tool (Version be1d324) [Software]"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2006.116"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.17487\/rfc6750"},{"key":"ref34","author":"fette","year":"2016","journal-title":"The Websocket Protocol (2011)"},{"key":"ref28","author":"van kesteren","year":"2010","journal-title":"Cross-origin Resource Sharing"},{"key":"ref27","author":"hardt","year":"6749","journal-title":"The Oauth 2 0 Authorization Framework"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2000.839316"},{"key":"ref2","author":"richardson","year":"2008","journal-title":"RESTful Web Services"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref20","first-page":"2493","article-title":"PredictionIO: A distributed machine learning server for practical software development","author":"chan","year":"2013","journal-title":"Proc 22nd ACM Int Conf Conf Inf Knowl Manage"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.10.017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2964386"},{"key":"ref24","first-page":"1","article-title":"Challenges in the deployment and operation of machine learning in practice","author":"baier","year":"2019","journal-title":"Proc 27th Eur Conf Inf Syst (ECIS)"},{"key":"ref23","first-page":"5","article-title":"On challenges in machine learning model management","author":"schelter","year":"2018","journal-title":"Proc Bull IEEE Comput Soc Tech Committee Data Eng"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/PACRIM.2013.6625441"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1177\/109434200101500211"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3309665"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2017.8078516"},{"key":"ref56","first-page":"95","article-title":"Spark: Cluster computing with working sets","volume":"10","author":"zaharia","year":"2010","journal-title":"HotCloud"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-09679-z"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1055\/s-0043-105488"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451673"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2018.12.005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2837002"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2012.2210412"},{"key":"ref40","first-page":"86","article-title":"Linux containers and the future cloud","volume":"240","author":"rosen","year":"2014","journal-title":"Linux J"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2013.2259231"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2014.10.016"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2014.2326837"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.11.030"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.02.026"},{"key":"ref17","first-page":"1","article-title":"MLbase: A distributed machine-learning system","author":"kraska","year":"2013","journal-title":"Proc 6th Biennial Conf Innov Data Syst Res (CIDR)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376726"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2015.152"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2938758"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2644615"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2692763"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2020.3024023"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"2385","DOI":"10.3390\/s20082385","article-title":"Uncertainty-aware visual perception system for outdoor navigation of the visually challenged","volume":"20","author":"dimas","year":"2020","journal-title":"SENSORS"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2750911"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.11.023"},{"key":"ref9","article-title":"HELICoiD project: A new use of hyperspectral imaging for brain cancer detection in real-time during neurosurgical operations","volume":"9860","author":"fabelo","year":"2016","journal-title":"Proc SPIE Hyperspectral Imag Sensors Innov Appl Sensor Standards"},{"key":"ref46","first-page":"2","article-title":"Nginx: The high-performance Web server and reverse proxy","volume":"2008","author":"reese","year":"2008","journal-title":"Linux J"},{"key":"ref45","first-page":"2","article-title":"Docker: Lightweight linux containers for consistent development and deployment","volume":"2014","author":"merkel","year":"2014","journal-title":"Linux J"},{"key":"ref48","first-page":"638","article-title":"A survey of single object tracking methods","volume":"11","author":"fu","year":"2019","journal-title":"Nanjing Xinxi Gongcheng Daxue Xuebao"},{"key":"ref47","author":"dossot","year":"2014","journal-title":"RabbitMQ essentials"},{"key":"ref42","article-title":"SalGAN: Visual saliency prediction with generative adversarial networks","author":"pan","year":"2017","journal-title":"arXiv 1701 01081"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/nrgastro.2015.13"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.167"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1007\/978-3-030-20257-6_45","article-title":"Staircase detection using a lightweight look-behind fully convolutional neural network","author":"diamantis","year":"2019","journal-title":"Int Eng Appl Neural Networks Conf"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09389709.pdf?arnumber=9389709","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T12:02:02Z","timestamp":1643198522000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9389709\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3069857","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}