{"id":"https://openalex.org/W2015740373","doi":"https://doi.org/10.1109/tmm.2012.2232649","title":"Error Tolerant Multimedia Stream Processing: There's Plenty of Room at the Top (of the System Stack)","display_name":"Error Tolerant Multimedia Stream Processing: There's Plenty of Room at the Top (of the System Stack)","publication_year":2012,"publication_date":"2012-12-08","ids":{"openalex":"https://openalex.org/W2015740373","doi":"https://doi.org/10.1109/tmm.2012.2232649","mag":"2015740373"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2012.2232649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2012.2232649","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://discovery.ucl.ac.uk/1366688/1/Andreopoulos_Error_tolerant_multimedia_stream_processing.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008047912","display_name":"Yiannis Andreopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yiannis Andreopoulos","raw_affiliation_strings":["Electronic and Electrical Engineering Department, University College London, London, U.K","Electronic and Electrical Engineering Department, University College London, London"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering Department, University College London, London, U.K","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Electronic and Electrical Engineering Department, University College London, London","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5008047912"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":null,"apc_paid":null,"fwci":0.9986,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78171444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"2","first_page":"291","last_page":"303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8564910888671875},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5787460207939148},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.5725041031837463},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5456205010414124},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.4845556318759918},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.446539968252182},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39086949825286865},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.38585907220840454},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.35860440135002136},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15495654940605164}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8564910888671875},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5787460207939148},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.5725041031837463},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5456205010414124},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.4845556318759918},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.446539968252182},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39086949825286865},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.38585907220840454},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.35860440135002136},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15495654940605164},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmm.2012.2232649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2012.2232649","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1366688","is_oa":true,"landing_page_url":"http://discovery.ucl.ac.uk/1366688/","pdf_url":"https://discovery.ucl.ac.uk/1366688/1/Andreopoulos_Error_tolerant_multimedia_stream_processing.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Multimedia , 15  (2)   291 - 303.   (2013)      ","raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.700.411","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.700.411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ee.ucl.ac.uk/%7Eiandreop/Andreopoulos_TMM_PlentyOfRoom_published.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1366688","is_oa":true,"landing_page_url":"http://discovery.ucl.ac.uk/1366688/","pdf_url":"https://discovery.ucl.ac.uk/1366688/1/Andreopoulos_Error_tolerant_multimedia_stream_processing.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Multimedia , 15  (2)   291 - 303.   (2013)      ","raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2015740373.pdf","grobid_xml":"https://content.openalex.org/works/W2015740373.grobid-xml"},"referenced_works_count":119,"referenced_works":["https://openalex.org/W1479755963","https://openalex.org/W1505641881","https://openalex.org/W1533648153","https://openalex.org/W1534381410","https://openalex.org/W1541483005","https://openalex.org/W1549952365","https://openalex.org/W1565777395","https://openalex.org/W1913698750","https://openalex.org/W1965491023","https://openalex.org/W1976631888","https://openalex.org/W1978951374","https://openalex.org/W1981473264","https://openalex.org/W1982337011","https://openalex.org/W1987648924","https://openalex.org/W1991122655","https://openalex.org/W2001814110","https://openalex.org/W2004977834","https://openalex.org/W2005914095","https://openalex.org/W2006312753","https://openalex.org/W2013029404","https://openalex.org/W2014853465","https://openalex.org/W2015146572","https://openalex.org/W2016279572","https://openalex.org/W2017574663","https://openalex.org/W2034152738","https://openalex.org/W2034433683","https://openalex.org/W2041682091","https://openalex.org/W2042727501","https://openalex.org/W2043841067","https://openalex.org/W2051973459","https://openalex.org/W2060006795","https://openalex.org/W2064806997","https://openalex.org/W2068710123","https://openalex.org/W2076375567","https://openalex.org/W2084379367","https://openalex.org/W2085267452","https://openalex.org/W2085406322","https://openalex.org/W2085474690","https://openalex.org/W2088206346","https://openalex.org/W2088700126","https://openalex.org/W2088706828","https://openalex.org/W2089182646","https://openalex.org/W2095292158","https://openalex.org/W2095730858","https://openalex.org/W2096075526","https://openalex.org/W2097146793","https://openalex.org/W2098335003","https://openalex.org/W2099336463","https://openalex.org/W2100346752","https://openalex.org/W2100471277","https://openalex.org/W2100505110","https://openalex.org/W2100677006","https://openalex.org/W2101765144","https://openalex.org/W2102544846","https://openalex.org/W2105524676","https://openalex.org/W2107743196","https://openalex.org/W2108224519","https://openalex.org/W2111446339","https://openalex.org/W2111993661","https://openalex.org/W2112303213","https://openalex.org/W2114627696","https://openalex.org/W2115393847","https://openalex.org/W2115465752","https://openalex.org/W2115590112","https://openalex.org/W2118331018","https://openalex.org/W2118347702","https://openalex.org/W2121082877","https://openalex.org/W2121840029","https://openalex.org/W2124303072","https://openalex.org/W2124386111","https://openalex.org/W2126550389","https://openalex.org/W2127241838","https://openalex.org/W2132919235","https://openalex.org/W2133406150","https://openalex.org/W2134725179","https://openalex.org/W2134778828","https://openalex.org/W2135346934","https://openalex.org/W2135719553","https://openalex.org/W2135856491","https://openalex.org/W2144498124","https://openalex.org/W2146474141","https://openalex.org/W2149584339","https://openalex.org/W2150886171","https://openalex.org/W2156649857","https://openalex.org/W2158398960","https://openalex.org/W2159380988","https://openalex.org/W2160451204","https://openalex.org/W2162184679","https://openalex.org/W2162728616","https://openalex.org/W2165932779","https://openalex.org/W2167163360","https://openalex.org/W2167502740","https://openalex.org/W2168429197","https://openalex.org/W2169872009","https://openalex.org/W2170838957","https://openalex.org/W2171404670","https://openalex.org/W2172699263","https://openalex.org/W2173213060","https://openalex.org/W2256188683","https://openalex.org/W2295887643","https://openalex.org/W2296253867","https://openalex.org/W3140389790","https://openalex.org/W3140468928","https://openalex.org/W3141932699","https://openalex.org/W3144162164","https://openalex.org/W3145844624","https://openalex.org/W3150959508","https://openalex.org/W4205579859","https://openalex.org/W4236165415","https://openalex.org/W4248500376","https://openalex.org/W4250823854","https://openalex.org/W4253998042","https://openalex.org/W6628680393","https://openalex.org/W6651700774","https://openalex.org/W6672538413","https://openalex.org/W6679812502","https://openalex.org/W6683870154","https://openalex.org/W6685065516","https://openalex.org/W6692224182"],"related_works":["https://openalex.org/W2364921833","https://openalex.org/W2064720525","https://openalex.org/W1855495706","https://openalex.org/W2385146268","https://openalex.org/W2111125783","https://openalex.org/W2018430781","https://openalex.org/W2380023786","https://openalex.org/W2546696010","https://openalex.org/W2155470929","https://openalex.org/W1992741870"],"abstract_inverted_index":{"There":[0],"is":[1,115,132],"a":[2,102,198],"growing":[3],"realization":[4],"that":[5,32,118,164,216],"the":[6,22,39,73,82,122,140,148,155,179,208,219,222,227],"expected":[7,180],"fault":[8],"rates":[9],"and":[10,45,64,67,79,145,150,153,169,182,197,202,221],"energy":[11],"dissipation":[12],"stemming":[13],"from":[14,143,194],"increases":[15],"in":[16,28,93,191],"CMOS":[17],"integration":[18],"will":[19],"lead":[20],"to":[21,35,105,120,136,147,175,204],"abandonment":[23],"of":[24,30,51,75,125,139,207,210],"traditional":[25],"system":[26,111,141,199,214],"reliability":[27,34],"favor":[29],"approaches":[31],"offer":[33],"hardware-induced":[36],"errors":[37],"across":[38],"application,":[40],"runtime":[41],"support,":[42],"architecture,":[43],"device":[44,151],"integrated-circuit":[46],"(IC)":[47],"layers.":[48],"Commercial":[49],"stakeholders":[50],"multimedia":[52,220],"stream":[53,61],"processing":[54,69,163],"(MSP)":[55],"applications,":[56],"such":[57,87],"as":[58],"information":[59],"retrieval,":[60],"mining":[62],"systems,":[63],"high-throughput":[65],"image":[66],"video":[68],"systems":[70,98],"already":[71],"feel":[72],"strain":[74],"inadequate":[76],"system-level":[77],"scaling":[78],"robustness":[80],"under":[81],"always-increasing":[83],"user":[84],"demand.":[85],"While":[86],"applications":[88,127],"can":[89],"tolerate":[90],"certain":[91],"imprecision":[92],"their":[94],"results,":[95],"today's":[96],"MSP":[97,126,173,196],"do":[99],"not":[100],"support":[101],"systematic":[103],"way":[104],"exploit":[106],"this":[107,129,185,192],"aspect":[108],"for":[109,128,166,178],"cross-layer":[110,212],"resilience.":[112],"However,":[113],"research":[114],"currently":[116],"emerging":[117],"attempts":[119,174],"utilize":[121],"error-tolerant":[123,172,213],"nature":[124],"purpose.":[130],"This":[131],"achieved":[133],"by":[134],"modifications":[135],"all":[137],"layers":[138],"stack,":[142],"algorithms":[144],"software":[146],"architecture":[149],"layer,":[152],"even":[154],"IC":[156],"digital":[157],"logic":[158],"synthesis":[159],"itself.":[160],"Unlike":[161],"conventional":[162],"aims":[165],"worst-case":[167],"performance":[168,181],"accuracy":[170],"guarantees,":[171],"provide":[176],"guarantees":[177],"accuracy.":[183],"In":[184],"paper":[186],"we":[187],"review":[188],"recent":[189],"advances":[190],"field":[193],"an":[195],"(layer-by-layer)":[200],"perspective,":[201],"attempt":[203],"foresee":[205],"some":[206],"components":[209],"future":[211],"design":[215],"may":[217],"influence":[218],"general":[223],"computing":[224],"landscape":[225],"within":[226],"next":[228],"ten":[229],"years.":[230]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
