{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,11]],"date-time":"2026-03-11T08:22:17Z","timestamp":1773217337680,"version":"3.50.1"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030624651","type":"print"},{"value":"9783030624668","type":"electronic"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-62466-8_37","type":"book-chapter","created":{"date-parts":[[2020,10,31]],"date-time":"2020-10-31T12:02:53Z","timestamp":1604145773000},"page":"601-616","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Understanding Data Centers from Logs: Leveraging External Knowledge for Distant Supervision"],"prefix":"10.1007","author":[{"given":"Chad","family":"DeLuca","sequence":"first","affiliation":[]},{"given":"Anna Lisa","family":"Gentile","sequence":"additional","affiliation":[]},{"given":"Petar","family":"Ristoski","sequence":"additional","affiliation":[]},{"given":"Steve","family":"Welch","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,11,1]]},"reference":[{"key":"37_CR1","doi-asserted-by":"crossref","unstructured":"Alba, A., et al.: Task oriented data exploration with human-in-the-loop. A data center migration use case. In: Companion Proceedings of the 2019 World Wide Web Conference, WWW 2019, pp. 610\u2013613. ACM, New York (2019)","DOI":"10.1145\/3308560.3317306"},{"key":"37_CR2","unstructured":"Awad, M., Menasc, D.A.: Automatic workload characterization using system log analysis. In: Computer Measurement Group Conference (2015)"},{"key":"37_CR3","doi-asserted-by":"crossref","unstructured":"Benson, T., Akella, A., Maltz, D.A.: Network traffic characteristics of data centers in the wild. In: 10th ACM SIGCOMM (2010)","DOI":"10.1145\/1879141.1879175"},{"key":"37_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1007\/978-3-319-06859-6_34","volume-title":"Service-Oriented Computing \u2013 ICSOC 2013 Workshops","author":"Z Benzadri","year":"2014","unstructured":"Benzadri, Z., Belala, F., Bouanaka, C.: Towards a formal model for cloud computing. In: Lomuscio, A.R., Nepal, S., Patrizi, F., Benatallah, B., Brandi\u0107, I. (eds.) ICSOC 2013. LNCS, vol. 8377, pp. 381\u2013393. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-06859-6_34"},{"key":"37_CR5","unstructured":"Bernstein, D., Clara, S., Court, N., Bernstein, D.: Using Semantic Web Ontology for Intercloud Directories and Exchanges (2010)"},{"key":"37_CR6","unstructured":"Bordes, A., Usunier, N., Garcia-Duran, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: Advances in Neural Information Processing Systems, pp. 2787\u20132795 (2013)"},{"issue":"10","key":"37_CR7","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1109\/32.469459","volume":"21","author":"RH Bourdeau","year":"1995","unstructured":"Bourdeau, R.H., Cheng, B.H.C.: A formal semantics for object model diagrams. IEEE Trans. Softw. Eng. 21(10), 799\u2013821 (1995)","journal-title":"IEEE Trans. Softw. Eng."},{"key":"37_CR8","unstructured":"Costabello, L., Pai, S., Van, C.L., McGrath, R., McCarthy, N.: AmpliGraph: a Library for Representation Learning on Knowledge Graphs (2019)"},{"key":"37_CR9","doi-asserted-by":"crossref","unstructured":"Deng, Y., Sarkar, R., Ramasamy, H., Hosn, R., Mahindru, R.: An Ontology-Based Framework for Model-Driven Analysis of Situations in Data Centers (2013)","DOI":"10.1109\/SCC.2013.98"},{"key":"37_CR10","doi-asserted-by":"crossref","unstructured":"Gentile, A.L., Zhang, Z., Augenstein, I., Ciravegna, F.: Unsupervised wrapper induction using linked data. In: Proceedings of the Seventh International Conference on Knowledge Capture, pp. 41\u201348 (2013)","DOI":"10.1145\/2479832.2479845"},{"key":"37_CR11","doi-asserted-by":"crossref","unstructured":"Grandison, T., Maximilien, E.M., Thorpe, S., Alba, A.: Towards a formal definition of a computing cloud. In: Services. IEEE (2010)","DOI":"10.1109\/SERVICES.2010.111"},{"key":"37_CR12","doi-asserted-by":"crossref","unstructured":"Guo, J.: Who limits the resource efficiency of my datacenter: an analysis of Alibaba datacenter traces. In: IWQoS 2019 (2019)","DOI":"10.1145\/3326285.3329074"},{"key":"37_CR13","doi-asserted-by":"crossref","unstructured":"Hassan, W.U., Aguse, L., Aguse, N., Bates, A., Moyer, T.: Towards scalable cluster auditing through grammatical inference over provenance graphs. In: Network and Distributed Systems Security Symposium (2018)","DOI":"10.14722\/ndss.2018.23141"},{"key":"37_CR14","first-page":"54","volume":"5","author":"Y Jiang","year":"2016","unstructured":"Jiang, Y., Li, Y., Yang, C., Armstrong, E.M., Huang, T., Moroni, D.: Reconstructing sessions from data discovery and access logs to build a semantic knowledge base for improving data discovery. ISPRS 5, 54 (2016)","journal-title":"ISPRS"},{"key":"37_CR15","doi-asserted-by":"crossref","unstructured":"Kim, Y.: Convolutional neural networks for sentence classification. In: EMNLP 2014, pp. 1746\u20131751. ACL, October 2014","DOI":"10.3115\/v1\/D14-1181"},{"key":"37_CR16","doi-asserted-by":"crossref","unstructured":"Lemoudden, M., El Ouahidi, B.: Managing cloud-generated logs using big data technologies. In: WINCOM (2015)","DOI":"10.1109\/WINCOM.2015.7381334"},{"key":"37_CR17","unstructured":"Mavlyutov, R., Curino, C., Asipov, B., Cudre-mauroux, P.: Dependency-driven analytics: a compass for uncharted data oceans. In: 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017) (2017)"},{"key":"37_CR18","doi-asserted-by":"crossref","unstructured":"Mintz, M., Bills, S., Snow, R., Jurafsky, D.: Distant supervision for relation extraction without labeled data. In: ACL (2009)","DOI":"10.3115\/1690219.1690287"},{"key":"37_CR19","doi-asserted-by":"crossref","unstructured":"Nickel, M., Rosasco, L., Poggio, T.: Holographic embeddings of knowledge graphs. In: Thirtieth AAAI Conference on Artificial Intelligence (2016)","DOI":"10.1609\/aaai.v30i1.10314"},{"key":"37_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.3233\/SW-180342","volume":"10","author":"P Ristoski","year":"2018","unstructured":"Ristoski, P., Rosati, J., Di Noia, T., De Leone, R., Paulheim, H.: RDF2Vec: RDF graph embeddings and their applications. Semant. Web 10, 1\u201332 (2018)","journal-title":"Semant. Web"},{"key":"37_CR21","unstructured":"Shan, Y., Huang, Y., Chen, Y., Zhang, Y.: LegoOS: a disseminated, distributed $$\\{$$OS$$\\}$$ for hardware resource disaggregation. In: 13th Symposium on Operating Systems Design and Implementation, pp. 69\u201387 (2018)"},{"key":"37_CR22","unstructured":"Trouillon, T., Welbl, J., Riedel, S., Gaussier, \u00c9., Bouchard, G.: Complex embeddings for simple link prediction. In: ICML (2016)"},{"key":"37_CR23","doi-asserted-by":"crossref","unstructured":"Wu, H., et al.: Aladdin: optimized maximum flow management for shared production clusters. In: 2019 IEEE PDPS, pp. 696\u2013707. IEEE (2019)","DOI":"10.1109\/IPDPS.2019.00078"},{"key":"37_CR24","unstructured":"Yang, B., Yih, W., He, X., Gao, J., Deng, L.: Embedding entities and relations for learning and inference in knowledge bases. arXiv preprint arXiv:1412.6575 (2014)"}],"container-title":["Lecture Notes in Computer Science","The Semantic Web \u2013 ISWC 2020"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-62466-8_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T23:03:18Z","timestamp":1761865398000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-62466-8_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030624651","9783030624668"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-62466-8_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"1 November 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISWC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Semantic Web Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Athens","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 November 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 November 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"semweb2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iswc2020.semanticweb.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind for the Research Track; single-blind for the Resources and In-use Track","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"287","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"81","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"28% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3-4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3-7","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference took place virtually due to the COVID-19 pandemic","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}