{"id":"https://openalex.org/W4394967022","doi":"https://doi.org/10.1109/tkde.2024.3386862","title":"CStream: Parallel Data Stream Compression on Multicore Edge Devices","display_name":"CStream: Parallel Data Stream Compression on Multicore Edge Devices","publication_year":2024,"publication_date":"2024-04-19","ids":{"openalex":"https://openalex.org/W4394967022","doi":"https://doi.org/10.1109/tkde.2024.3386862"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3386862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3386862","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","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/A5100685078","display_name":"Xianzhi Zeng","orcid":"https://orcid.org/0009-0002-4613-9297"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xianzhi Zeng","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0009-0002-4613-9297","affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100696504","display_name":"Shuhao Zhang","orcid":"https://orcid.org/0000-0002-9927-6925"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuhao Zhang","raw_affiliation_strings":["Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9927-6925","affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0219,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75749398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"11","first_page":"5889","last_page":"5904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9879999756813049,"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":0.9879999756813049,"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":0.9850999712944031,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.843163788318634},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.6941747069358826},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5985418558120728},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5343289375305176},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5032674670219421},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.43950724601745605},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15811914205551147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10323336720466614},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06671223044395447}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.843163788318634},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.6941747069358826},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5985418558120728},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5343289375305176},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5032674670219421},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.43950724601745605},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15811914205551147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10323336720466614},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06671223044395447},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2024.3386862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3386862","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6200000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W842872497","https://openalex.org/W1585764373","https://openalex.org/W1926815826","https://openalex.org/W1938145721","https://openalex.org/W1966969112","https://openalex.org/W1993819379","https://openalex.org/W2002555321","https://openalex.org/W2028420364","https://openalex.org/W2029529264","https://openalex.org/W2033201837","https://openalex.org/W2048730512","https://openalex.org/W2060108852","https://openalex.org/W2068418796","https://openalex.org/W2100384579","https://openalex.org/W2122962290","https://openalex.org/W2123686039","https://openalex.org/W2128777897","https://openalex.org/W2259879138","https://openalex.org/W2341510490","https://openalex.org/W2613215397","https://openalex.org/W2768628697","https://openalex.org/W2803549871","https://openalex.org/W2886377182","https://openalex.org/W2888494201","https://openalex.org/W2941508077","https://openalex.org/W2942939809","https://openalex.org/W2946207218","https://openalex.org/W2950461515","https://openalex.org/W2963519453","https://openalex.org/W3014326829","https://openalex.org/W3015251037","https://openalex.org/W3028918310","https://openalex.org/W3030962249","https://openalex.org/W3031396426","https://openalex.org/W3098592065","https://openalex.org/W3108208851","https://openalex.org/W3112637742","https://openalex.org/W3112721750","https://openalex.org/W3114492435","https://openalex.org/W3115977687","https://openalex.org/W3144271226","https://openalex.org/W3147954149","https://openalex.org/W3162937989","https://openalex.org/W3174001491","https://openalex.org/W3174661481","https://openalex.org/W3205994751","https://openalex.org/W3216739100","https://openalex.org/W4231631394","https://openalex.org/W4235679005","https://openalex.org/W4236178726","https://openalex.org/W4242466841","https://openalex.org/W4244536239","https://openalex.org/W4255863226","https://openalex.org/W4281912926","https://openalex.org/W4288310158","https://openalex.org/W4382049053","https://openalex.org/W4385270600","https://openalex.org/W6743684492","https://openalex.org/W6745238486","https://openalex.org/W6753334199","https://openalex.org/W6769268759","https://openalex.org/W6780318399"],"related_works":["https://openalex.org/W1993191611","https://openalex.org/W2023938924","https://openalex.org/W2918840249","https://openalex.org/W1991859582","https://openalex.org/W2110053126","https://openalex.org/W2079303253","https://openalex.org/W2104702637","https://openalex.org/W4248099758","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":{"In":[0],"the":[1,58,108,114],"burgeoning":[2],"realm":[3],"of":[4,6,22,61,83,89,98,102,116],"Internet":[5],"Things":[7],"(IoT)":[8],"applications":[9],"on":[10,30,51],"edge":[11,53],"devices,":[12],"data":[13],"stream":[14,49,84],"compression":[15,24,50,65,85,123,139],"has":[16],"become":[17],"increasingly":[18],"pertinent.":[19],"The":[20],"integration":[21],"added":[23],"overhead":[25],"and":[26,71,92,94,128,151],"limited":[27],"hardware":[28,90],"resources":[29],"these":[31],"devices":[32],"calls":[33],"for":[34,47,107],"a":[35,43,63,87,117,121,137],"nuanced":[36],"software-hardware":[37],"co-design.":[38],"This":[39,134],"paper":[40],"introduces":[41],"CStream,":[42],"pioneering":[44],"framework":[45],"crafted":[46],"parallelizing":[48],"multicore":[52,126],"devices.":[54],"CStream":[55,76],"grapples":[56],"with":[57,141],"distinct":[59],"challenges":[60],"delivering":[62],"high":[64,67],"ratio,":[66],"throughput,":[68,147],"low":[69,72],"latency,":[70],"energy":[73,153],"consumption.":[74],"Notably,":[75],"distinguishes":[77],"itself":[78],"by":[79],"accommodating":[80],"an":[81,95],"array":[82],"algorithms,":[86],"variety":[88],"architectures":[91],"configurations,":[93],"innovative":[96],"set":[97],"parallelization":[99,132],"strategies,":[100],"some":[101],"which":[103],"are":[104],"proposed":[105],"herein":[106],"first":[109],"time.":[110],"Our":[111],"evaluation":[112],"showcases":[113],"efficacy":[115],"thoughtful":[118],"co-design":[119],"involving":[120],"lossy":[122],"algorithm,":[124],"asymmetric":[125],"processors,":[127],"our":[129],"novel,":[130],"hardware-conscious":[131],"strategies.":[133],"approach":[135],"achieves":[136],"2.8\u00d7":[138],"ratio":[140],"only":[142],"marginal":[143],"information":[144],"loss,":[145],"4.3\u00d7":[146],"65%":[148],"latency":[149],"reduction":[150],"89%":[152],"consumption":[154],"reduction,":[155],"compared":[156],"to":[157],"designs":[158],"lacking":[159],"such":[160],"strategic":[161],"integration.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}