{"id":"https://openalex.org/W2797862701","doi":"https://doi.org/10.1145/3357223.3362707","title":"BigDL","display_name":"BigDL","publication_year":2019,"publication_date":"2019-11-11","ids":{"openalex":"https://openalex.org/W2797862701","doi":"https://doi.org/10.1145/3357223.3362707","mag":"2797862701"},"language":"en","primary_location":{"id":"doi:10.1145/3357223.3362707","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357223.3362707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.05839","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021080783","display_name":"Jason Jinquan Dai","orcid":"https://orcid.org/0000-0002-6460-6314"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jason Jinquan Dai","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100659810","display_name":"Yiheng Wang","orcid":"https://orcid.org/0000-0002-0263-9313"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]},{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN","GB","US"],"is_corresponding":false,"raw_author_name":"Yiheng Wang","raw_affiliation_strings":["Intel Corporation","Tencent Inc. and Intel"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]},{"raw_affiliation_string":"Tencent Inc. and Intel","institution_ids":["https://openalex.org/I2250653659","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102019018","display_name":"Xin Qiu","orcid":"https://orcid.org/0000-0001-5358-8854"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xin Qiu","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352104","display_name":"Ding Ding","orcid":"https://orcid.org/0000-0002-5559-4091"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ding Ding","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446990","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0002-7375-9152"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]},{"id":"https://openalex.org/I4210151112","display_name":"Sequoia (United States)","ror":"https://ror.org/05y5sz883","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151112"]},{"id":"https://openalex.org/I139787848","display_name":"Capital University","ror":"https://ror.org/00jy9e726","country_code":"US","type":"education","lineage":["https://openalex.org/I139787848"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["Sequoia Capital and Intel"],"affiliations":[{"raw_affiliation_string":"Sequoia Capital and Intel","institution_ids":["https://openalex.org/I4210151112","https://openalex.org/I4210158342","https://openalex.org/I139787848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056283001","display_name":"Yanzhang Wang","orcid":"https://orcid.org/0000-0003-4039-9215"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]},{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]},{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["CN","GB","US"],"is_corresponding":false,"raw_author_name":"Yanzhang Wang","raw_affiliation_strings":["Intel Corporation","Tencent Inc. and Intel"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]},{"raw_affiliation_string":"Tencent Inc. and Intel","institution_ids":["https://openalex.org/I2250653659","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067861107","display_name":"Xianyan Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xianyan Jia","raw_affiliation_strings":["Alibaba Group and Intel"],"affiliations":[{"raw_affiliation_string":"Alibaba Group and Intel","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109394206","display_name":"Cherry Li Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cherry Li Zhang","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029213376","display_name":"Yan Wan","orcid":"https://orcid.org/0000-0002-7508-5833"},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Wan","raw_affiliation_strings":["Alibaba Group and Intel"],"affiliations":[{"raw_affiliation_string":"Alibaba Group and Intel","institution_ids":["https://openalex.org/I4210095624","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368501","display_name":"Zhichao Li","orcid":"https://orcid.org/0000-0002-6966-0432"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhichao Li","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444943","display_name":"Jiao Wang","orcid":"https://orcid.org/0000-0002-4751-2375"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiao Wang","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048955522","display_name":"Shengsheng Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shengsheng Huang","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075740303","display_name":"Zhongyuan Wu","orcid":"https://orcid.org/0000-0001-7916-4259"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhongyuan Wu","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100714578","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-6815-0879"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]},{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]},{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["CN","GB","US"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["Intel Corporation","Tencent Inc. and Intel"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]},{"raw_affiliation_string":"Tencent Inc. and Intel","institution_ids":["https://openalex.org/I2250653659","https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050946054","display_name":"Yuhao Yang","orcid":"https://orcid.org/0000-0003-2569-6115"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuhao Yang","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077085058","display_name":"Bowen She","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bowen She","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006165235","display_name":"Dongjie Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dongjie Shi","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045358378","display_name":"Lu Qi","orcid":"https://orcid.org/0000-0002-2684-0062"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qi Lu","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766394","display_name":"Kai Huang","orcid":"https://orcid.org/0000-0002-2380-7275"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kai Huang","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109594639","display_name":"Guoqiong Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guoqiong Song","raw_affiliation_strings":["Intel Corporation"],"affiliations":[{"raw_affiliation_string":"Intel Corporation","institution_ids":["https://openalex.org/I4210158342"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5021080783"],"corresponding_institution_ids":["https://openalex.org/I4210158342"],"apc_list":null,"apc_paid":null,"fwci":13.5652,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.99019052,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9968000054359436,"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/computer-science","display_name":"Computer science","score":0.7885473966598511},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.762851357460022},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7618805170059204},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7603416442871094},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6715477705001831},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6562685370445251},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5004470348358154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48394349217414856},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43833622336387634},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.4208752512931824},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3955288231372833},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3324323296546936},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28905153274536133},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.23658964037895203},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23515692353248596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11212766170501709}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885473966598511},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.762851357460022},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7618805170059204},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7603416442871094},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6715477705001831},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6562685370445251},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5004470348358154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48394349217414856},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43833622336387634},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.4208752512931824},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3955288231372833},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3324323296546936},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28905153274536133},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.23658964037895203},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23515692353248596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11212766170501709},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3357223.3362707","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357223.3362707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Symposium on Cloud Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1804.05839","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05839","pdf_url":"https://arxiv.org/pdf/1804.05839","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1804.05839","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05839","pdf_url":"https://arxiv.org/pdf/1804.05839","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W753012316","https://openalex.org/W1442374986","https://openalex.org/W1485009520","https://openalex.org/W1976821017","https://openalex.org/W2038412523","https://openalex.org/W2060393849","https://openalex.org/W2070600700","https://openalex.org/W2083842231","https://openalex.org/W2097117768","https://openalex.org/W2100830825","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2124074612","https://openalex.org/W2130942839","https://openalex.org/W2131975293","https://openalex.org/W2146502635","https://openalex.org/W2155893237","https://openalex.org/W2168231600","https://openalex.org/W2173213060","https://openalex.org/W2183341477","https://openalex.org/W2186615578","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2219888463","https://openalex.org/W2250539671","https://openalex.org/W2271840356","https://openalex.org/W2336650964","https://openalex.org/W2461086877","https://openalex.org/W2605350416","https://openalex.org/W2622263826","https://openalex.org/W2732026016","https://openalex.org/W2734941459","https://openalex.org/W2743948853","https://openalex.org/W2748563598","https://openalex.org/W2755682530","https://openalex.org/W2762397184","https://openalex.org/W2766273648","https://openalex.org/W2811374584","https://openalex.org/W2913719424","https://openalex.org/W2914304175","https://openalex.org/W2950094539","https://openalex.org/W2953384591","https://openalex.org/W2962758826","https://openalex.org/W2963094322","https://openalex.org/W2963748441","https://openalex.org/W2964121744","https://openalex.org/W3106250896","https://openalex.org/W6917172014"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W4380433113","https://openalex.org/W4386072068","https://openalex.org/W252339960","https://openalex.org/W2390529043","https://openalex.org/W2378320433","https://openalex.org/W2358343511"],"abstract_inverted_index":{"ThispaperpresentsBigDL":[0],"(adistributeddeeplearning":[1],"framework":[2],"for":[3,18,58,103],"Apache":[4,37],"Spark),":[5],"which":[6],"has":[7],"been":[8],"used":[9],"by":[10],"a":[11,50],"variety":[12],"of":[13,52,76,86,96],"users":[14,97],"in":[15],"the":[16,36,45,53,77],"industry":[17],"building":[19],"deep":[20,30,64],"learning":[21,31,65,101],"applications":[22,32],"on":[23,35,74],"production":[24,46,105],"big":[25],"data":[26,55,70],"platforms.":[27],"It":[28],"allows":[29],"to":[33,42],"run":[34],"Hadoop/Spark":[38],"cluster":[39],"so":[40],"as":[41,49],"directly":[43,73],"process":[44],"data,":[47],"and":[48,60,83,93],"part":[51],"end-to-end":[54],"analysis":[56],"pipeline":[57],"deployment":[59],"management.":[61],"Unlike":[62],"existing":[63],"frameworks,":[66],"BigDL":[67],"implements":[68],"distributed,":[69],"parallel":[71],"training":[72],"top":[75],"functional":[78],"compute":[79],"model":[80],"(with":[81],"copy-on-write":[82],"coarse-grained":[84],"operations)":[85],"Spark.":[87],"We":[88],"also":[89],"share":[90],"real-world":[91],"experience":[92],"\"war":[94],"stories\"":[95],"that":[98],"havead-optedBigDLtoaddresstheirchallenges(i.e.,":[99],"howtoeasilybuildend-to-enddataanalysisanddeep":[100],"pipelines":[102],"their":[104],"data).":[106]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2018-04-24T00:00:00"}