{"corpus_id":206449115,"paper_sha":"267d7e2b1398ae3508fcee19027c0d98e272519c","doi":"10.1109/MC.2017.3641638","arxiv_id":null,"pmid":null,"pmcid":null,"mag_id":2678047256,"dblp_id":"journals/computer/Ananthanarayanan17","acl_id":null,"title":"Real-Time Video Analytics: The Killer App for Edge Computing","year":2017,"publication_date":"2017-10-03","venue":"Computer","journal":{"name":"Computer","pages":"58-67","volume":"50"},"journal_issn":null,"journal_title":null,"publication_types":["JournalArticle"],"pubmed_pub_types":null,"s2_fields_of_study":["Computer Science","Engineering"],"reference_count":12,"citation_count":487,"influential_citation_count":23,"is_open_access":false,"arxiv_categories":null,"arxiv_license":null,"arxiv_journal_ref":null,"mesh_headings":null,"chemicals":null,"comments_corrections":null,"source_flags":1,"s2_open_access_pdf_url":null,"s2_open_access_landing_url":null,"s2_open_access_license":null,"s2_open_access_status":null,"pmc_open_access_pdf_url":null,"pmc_open_access_landing_url":null,"pmc_open_access_license":null,"pmc_open_access_status":null,"unpaywall_open_access_pdf_url":null,"unpaywall_open_access_landing_url":null,"unpaywall_open_access_license":null,"unpaywall_open_access_status":null,"abstract":"Video analytics will drive a wide range of applications with great potential to impact society. A geographically distributed architecture of public clouds and edges that extend down to the cameras is the only feasible approach to meeting the strict real-time requirements of large-scale live video analytics.","claims":[{"public_id":"cl_b3841b12c192c46d457f18ed67454857","status":"active","text":"A geographically distributed architecture of public clouds and edge devices extending down to the cameras is the only feasible approach for meeting the strict real-time requirements of large-scale live video analytics.","confidence":0.96,"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/claims/cl_b3841b12c192c46d457f18ed67454857"}],"concepts":[{"public_id":"co_1d08090c9c9033a09aaf7d25c58c12fa","status":"active","name":"real-time requirements","description":"Timing constraints requiring analytic outputs with very low latency.","types":["constraint"],"aliases":["strict real-time requirements"],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_1d08090c9c9033a09aaf7d25c58c12fa"},{"public_id":"co_298bc77c5d7773e36171b5ad352ec746","status":"active","name":"edge devices","description":"Computing devices deployed near sensors or cameras to process data locally.","types":["hardware"],"aliases":["edges"],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_298bc77c5d7773e36171b5ad352ec746"},{"public_id":"co_2f98f7cbf94f3f8bcaa1a8e58695b3cf","status":"active","name":"video analytics","description":"Automated analysis of video data to extract information or support applications.","types":["application"],"aliases":[],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_2f98f7cbf94f3f8bcaa1a8e58695b3cf"},{"public_id":"co_35f36bbf2caae70496ed06d06b01dc31","status":"active","name":"geographically distributed architecture","description":"A system architecture that spreads computation across multiple geographic locations and tiers.","types":["architecture"],"aliases":[],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_35f36bbf2caae70496ed06d06b01dc31"},{"public_id":"co_3b264d724cb8cddcc93a38281e153375","status":"active","name":"edge computing","description":"Computing performed near data sources, including devices close to cameras in this setting.","types":["computing paradigm"],"aliases":["edge"],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_3b264d724cb8cddcc93a38281e153375"},{"public_id":"co_6900172116f22ab4b4c3c2cb76ef866b","status":"active","name":"public clouds","description":"Remote cloud computing infrastructure operated by third-party providers and used here as part of the video analytics stack.","types":["infrastructure"],"aliases":["clouds"],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_6900172116f22ab4b4c3c2cb76ef866b"},{"public_id":"co_75533db4e300d4d4e698f4d4f8becb84","status":"active","name":"large-scale live video analytics","description":"Analytics over live video streams at scale, used here as the target application domain.","types":["application"],"aliases":["live video analytics"],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_75533db4e300d4d4e698f4d4f8becb84"},{"public_id":"co_cdca664e04acea176276e50017b28647","status":"active","name":"cameras","description":"Video capture devices that serve as the data source for live analytics.","types":["data source"],"aliases":[],"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"url":"https://sah.borca.ai/concepts/co_cdca664e04acea176276e50017b28647"}],"external_ids":{"DOI":"10.1109/MC.2017.3641638","ArXiv":null,"PubMed":null,"PubMedCentral":null,"MAG":2678047256,"DBLP":"journals/computer/Ananthanarayanan17","ACL":null},"open_access":{"is_open_access":false,"pdf_url":null,"landing_url":"https://sah.borca.ai/papers/206449115","source":null,"pdf_url_source":null,"license":null,"reason":"pdf_url_not_indexed"},"reference_availability":{"status":"available","references_indexed":true,"full_text_available":false,"full_text_source":null,"count_basis":"semantic_scholar_metadata","extraction_status":"not_applicable","reason":null},"source":{"provider":"episteme2","base_corpus":"semantic_scholar_dump","freshness_mode":"unknown","basis":["semantic_scholar_metadata","postgres_metadata"],"limits":["paper metadata is based on indexed upstream scholarly datasets","claims and concepts are available only for extracted papers","absence of claims or concepts means no extracted graph data is available in this response"],"status":"available","degraded":false,"degraded_reasons":[],"diagnostics":{"status":"available","degraded":false,"degraded_reasons":[],"metadata_status":"available","graph_status":"available","abstract_status":"available"},"source_flags":1},"paper_id":630564,"paper_uid":"723548c3-268c-4064-92eb-3678f1850e5f","canonical_identity":{"paper_id":630564,"paper_uid":"723548c3-268c-4064-92eb-3678f1850e5f","identity_status":"available","lookup_basis":"semantic_scholar_external_id","compatibility_path":"corpus_id"},"url":"https://sah.borca.ai/papers/206449115"}