{"id":"https://openalex.org/W2339971115","doi":"https://doi.org/10.1145/3139315.3139319","title":"Approximate compression","display_name":"Approximate compression","publication_year":2017,"publication_date":"2017-10-15","ids":{"openalex":"https://openalex.org/W2339971115","doi":"https://doi.org/10.1145/3139315.3139319","mag":"2339971115"},"language":"en","primary_location":{"id":"doi:10.1145/3139315.3139319","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139315.3139319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051709171","display_name":"Harini Suresh","orcid":null},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harini Suresh","raw_affiliation_strings":["University of Minnesota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108300816","display_name":"Shashank Hegde","orcid":null},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shashank Hegde","raw_affiliation_strings":["University of Minnesota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046254855","display_name":"John Sartori","orcid":"https://orcid.org/0000-0002-3467-9862"},"institutions":[{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Sartori","raw_affiliation_strings":["University of Minnesota"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota","institution_ids":["https://openalex.org/I2800403580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2800403580"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00027456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/lossy-compression","display_name":"Lossy compression","score":0.8213008642196655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8150354623794556},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6476330161094666},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.6282098293304443},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.5780825614929199},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5702577233314514},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.5251871347427368},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5141058564186096},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4698340594768524},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4624481499195099},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.4437692165374756},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.4087602198123932},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4073196053504944},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35451972484588623},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.1492224931716919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12185892462730408},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.10869219899177551},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08074599504470825}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.8213008642196655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8150354623794556},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6476330161094666},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.6282098293304443},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.5780825614929199},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5702577233314514},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.5251871347427368},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5141058564186096},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4698340594768524},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4624481499195099},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.4437692165374756},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.4087602198123932},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4073196053504944},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35451972484588623},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.1492224931716919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12185892462730408},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.10869219899177551},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08074599504470825},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3139315.3139319","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3139315.3139319","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th IEEE/ACM Symposium on Embedded Systems for Real-Time Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1492380776","https://openalex.org/W1544549521","https://openalex.org/W1580389772","https://openalex.org/W1995875735","https://openalex.org/W2014406284","https://openalex.org/W2021182756","https://openalex.org/W2040903332","https://openalex.org/W2059343366","https://openalex.org/W2079583809","https://openalex.org/W2091477520","https://openalex.org/W2097117768","https://openalex.org/W2099501024","https://openalex.org/W2099563019","https://openalex.org/W2119691885","https://openalex.org/W2133665775","https://openalex.org/W2147575032","https://openalex.org/W2149584339","https://openalex.org/W2155729921","https://openalex.org/W2183341477","https://openalex.org/W2271840356","https://openalex.org/W2564566221","https://openalex.org/W3105679956","https://openalex.org/W6694517276","https://openalex.org/W6815295113"],"related_works":["https://openalex.org/W1680283075","https://openalex.org/W4210785996","https://openalex.org/W2889102134","https://openalex.org/W3162084246","https://openalex.org/W2557202938","https://openalex.org/W2380116549","https://openalex.org/W2314401560","https://openalex.org/W3080614128","https://openalex.org/W3202870363","https://openalex.org/W4239869440"],"abstract_inverted_index":{"Internet-connected":[0],"mobile":[1,45,71,139,165],"processors":[2],"used":[3,33],"in":[4,38,138,164,201,235,261],"cellphones,":[5],"tablets,":[6],"and":[7,13,32,35,46,50,66,88,122,135,191,197,222,258,285,309,313,328,348],"internet-of-things":[8],"(IoT)":[9],"devices":[10,21],"are":[11,22,36,81],"generating":[12],"transmitting":[14],"data":[15,96,174,209,214,224,256,271],"at":[16],"an":[17],"ever-increasing":[18],"rate.":[19,294],"These":[20],"already":[23],"the":[24,41,78,145,152,160,251,254,259,276,302,344],"most":[25,69,161],"abundant":[26],"types":[27],"of":[28,44,53,85,180,253,270,279,298,311],"processor":[29],"parts":[30],"produced":[31],"today":[34],"growing":[37],"ubiquity":[39],"with":[40,144,316,336],"rapid":[42],"proliferation":[43],"IoT":[47],"technologies.":[48],"Size":[49],"usage":[51],"characteristics":[52,252],"these":[54],"data-generating":[55],"systems":[56],"dictate":[57],"that":[58,132,242,274],"they":[59],"will":[60],"continue":[61],"to":[62,106,115,148,151,193,218,334,338],"be":[63,247],"both":[64],"bandwidth-":[65],"energy-constrained.":[67],"The":[68],"popular":[70],"applications,":[72,93],"dominating":[73],"communication":[74,155,172,182,192,351],"bandwidth":[75,199,330],"utilization":[76,331],"for":[77,120,171,291],"entire":[79],"internet,":[80],"centered":[82],"around":[83],"transmission":[84,225],"image,":[86],"video,":[87],"audio":[89],"content.":[90],"For":[91,295],"such":[92],"where":[94],"perfect":[95],"quality":[97,119,290,347],"is":[98,127,142,216,264],"not":[99,130,157],"required,":[100],"approximate":[101,189,208,322],"computation":[102,150,158],"has":[103],"been":[104],"explored":[105],"alleviate":[107,198],"system":[108],"bottlenecks":[109],"by":[110,249,283,332],"exploiting":[111],"implicit":[112],"noise":[113],"tolerance":[114],"trade":[116],"off":[117,288],"output":[118,289,307,346],"performance":[121,134],"energy":[123,136,195],"benefits.":[124],"However,":[125],"it":[126,263],"often":[128],"communication,":[129],"computation,":[131],"dominates":[133],"requirements":[137],"systems.":[140,166,203],"This":[141],"coupled":[143],"increasing":[146,169],"tendency":[147],"offload":[149],"cloud,":[153],"making":[154],"efficiency,":[156,159,173],"critical":[162],"parameter":[163],"Given":[167],"this":[168,185],"need":[170],"compression":[175,190,220,230,238,244,277,281,293,305,319,323,326,341],"provides":[176],"one":[177],"effective":[178],"means":[179],"reducing":[181],"costs.":[183],"In":[184],"paper,":[186],"we":[187,240,300],"explore":[188],"increase":[194,325],"efficiency":[196],"limitations":[200],"communication-centric":[202],"We":[204,266],"focus":[205],"on":[206],"application-specific":[207],"compression,":[210],"whereby":[211],"a":[212,232,237,268],"transmitted":[213],"stream":[215,257,272],"approximated":[217],"improve":[219],"rate":[221,327],"reduce":[223,329],"cost.":[226],"Whereas":[227],"conventional":[228],"lossy":[229,318,340],"follows":[231],"one-size-fits-all":[233],"mentality":[234],"selecting":[236],"technique,":[239],"show":[241],"higher":[243],"rates":[245,278],"can":[246],"achieved":[248],"understanding":[250],"input":[255],"application":[260],"which":[262],"used.":[265],"introduce":[267],"suite":[269],"approximations":[273],"enhance":[275],"lossless":[280],"algorithms":[282],"gracefully":[284],"efficiently":[286],"trading":[287],"increased":[292],"different":[296],"classes":[297],"images,":[299],"explain":[301],"interaction":[303],"between":[304],"rate,":[306],"quality,":[308],"complexity":[310],"approximation":[312],"establish":[314],"comparisons":[315],"existing":[317],"algorithms.":[320],"Our":[321],"techniques":[324],"up":[333],"10X":[335],"respect":[337],"state-of-the-art":[339],"while":[342],"achieving":[343],"same":[345],"better":[349],"end-to-end":[350],"performance.":[352]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
