{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T06:49:09Z","timestamp":1743058149264,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030851712"},{"type":"electronic","value":"9783030851729"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-85172-9_10","type":"book-chapter","created":{"date-parts":[[2021,8,18]],"date-time":"2021-08-18T23:04:46Z","timestamp":1629327886000},"page":"186-194","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["An Approximate Bribe Queueing Model for Bid Advising in Cloud Spot Markets"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2530-8736","authenticated-orcid":false,"given":"Bogdan","family":"Ghi\u021b","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6598-8863","authenticated-orcid":false,"given":"Asser","family":"Tantawi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,8,19]]},"reference":[{"key":"10_CR1","doi-asserted-by":"crossref","unstructured":"Agmon Ben-Yehuda, O., Ben-Yehuda, M., Schuster, A., Tsafrir, D.: Deconstructing Amazon EC2 spot instance pricing. ACM Trans. Econ. Comput. 1(3), 16:1\u201316:20 (2013)","DOI":"10.1145\/2509413.2509416"},{"key":"10_CR2","unstructured":"Chohan, N., Castillo, C., Spreitzer, M., Steinder, M., Tantawi, A.N., Krintz, C.: See spot run: using spot instances for MapReduce workflows. USENIX HotCloud (2010)"},{"issue":"5","key":"10_CR3","doi-asserted-by":"publisher","first-page":"689","DOI":"10.1109\/TIT.1973.1055060","volume":"19","author":"D Dowson","year":"1973","unstructured":"Dowson, D., Wragg, A.: Maximum-entropy distributions having prescribed first and second moments (corresp.). IEEE Trans. Inf. Theor. 19(5), 689\u2013693 (1973)","journal-title":"IEEE Trans. Inf. Theor."},{"key":"10_CR4","volume-title":"Statistical Distributions","author":"C Forbes","year":"2011","unstructured":"Forbes, C., Evans, M., Hastings, N., Peacock, B.: Statistical Distributions. Wiley, Hoboken (2011)"},{"key":"10_CR5","doi-asserted-by":"crossref","unstructured":"Ghit, B., Epema, D.: Better safe than sorry: grappling with failures of in-memory data analytics frameworks. In: ACM HPDC (2017)","DOI":"10.1145\/3078597.3078600"},{"issue":"1","key":"10_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s11134-020-09684-6","volume":"97","author":"M Harchol-Balter","year":"2021","unstructured":"Harchol-Balter, M.: Open problems in queueing theory inspired by datacenter computing. Queueing Syst. 97(1), 3\u201337 (2021). https:\/\/doi.org\/10.1007\/s11134-020-09684-6","journal-title":"Queueing Syst."},{"key":"10_CR7","unstructured":"Herodotou, H., et al.: Starfish: a self-tuning system for big data analytics. In: CIDR, vol. 11, no. 2011, pp. 261\u2013272 (2011)"},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Javadi, B., Thulasiramy, R.K., Buyya, R.: Statistical modeling of spot instance prices in public cloud environments. In: 2011 Fourth IEEE International Conference on IEEE Utility and Cloud Computing (UCC), pp. 219\u2013228. IEEE (2011)","DOI":"10.1109\/UCC.2011.37"},{"issue":"2","key":"10_CR9","doi-asserted-by":"publisher","first-page":"304","DOI":"10.1287\/opre.15.2.304","volume":"15","author":"L Kleinrock","year":"1967","unstructured":"Kleinrock, L.: Optimum bribing for queue position. Oper. Res. 15(2), 304\u2013318 (1967)","journal-title":"Oper. Res."},{"key":"10_CR10","unstructured":"Liu, H.: Cutting MapReduce cost with spot market. HotCloud (2011)"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Shi, J., Zou, J., Lu, J., Cao, Z., Li, S., Wang, C.: MRTuner: a toolkit to enable holistic optimization for mapreduce jobs. In: VLDB Endowment, vol. 7, no. 13, pp. 1319\u20131330 (2014)","DOI":"10.14778\/2733004.2733005"},{"key":"10_CR12","doi-asserted-by":"publisher","DOI":"10.1002\/0470045345","volume-title":"Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches","author":"DJ Simon","year":"2006","unstructured":"Simon, D.J.: Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches. Wiley, Hoboken (2006)"},{"key":"10_CR13","doi-asserted-by":"crossref","unstructured":"Unuvar, M., Doganata, Y., Tantawi, A.: Configuring cloud admission policies under dynamic demand. In: 2013 IEEE 21st International Symposium on Modeling, Analysis Simulation of Computer and Telecommunication Systems (MASCOTS), pp. 313\u2013317, August 2013","DOI":"10.1109\/MASCOTS.2013.42"},{"key":"10_CR14","unstructured":"Venkataraman, S., Yang, Z., Franklin, M.J., Recht, B., Stoica, I.: Ernest: efficient performance prediction for large-scale advanced analytics. In: USENIX NSDI (2016)"},{"key":"10_CR15","doi-asserted-by":"crossref","unstructured":"Verma, A., Cherkasova, L., Campbell, R.H.: ARIA: automatic resource inference and allocation for MapReduce environments. In: ACM ICAC (2011)","DOI":"10.1145\/1998582.1998637"},{"key":"10_CR16","doi-asserted-by":"crossref","unstructured":"Zafer, M., Song, Y., Lee, K.-W.: Optimal bids for spot VMs in a cloud for deadline constrained jobs. In: IEEE CLOUD (2012)","DOI":"10.1109\/CLOUD.2012.59"},{"key":"10_CR17","unstructured":"Zaharia, M., Konwinski, A., Joseph, A.D., Katz, R.H., Stoica, I.: Improving MapReduce performance in heterogeneous environments. In: USENIX OSDI (2008)"},{"issue":"4","key":"10_CR18","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1145\/2829988.2787473","volume":"45","author":"L Zheng","year":"2015","unstructured":"Zheng, L., Joe-Wong, C., Tan, C.W., Chiang, M., Wang, X.: How to bid the cloud. ACM SIGCOMM Comput. Commun. Rev. 45(4), 71\u201384 (2015)","journal-title":"ACM SIGCOMM Comput. Commun. Rev."},{"issue":"3","key":"10_CR19","doi-asserted-by":"publisher","first-page":"391","DOI":"10.1109\/TSE.2008.30","volume":"34","author":"T Zheng","year":"2008","unstructured":"Zheng, T., Woodside, M., Litoiu, M.: Performance model estimation and tracking using optimal filters. IEEE Trans. Softw. Eng. 34(3), 391\u2013406 (2008)","journal-title":"IEEE Trans. Softw. Eng."},{"key":"10_CR20","unstructured":"Zheng, T., Yang, J., Woodside, M., Litoiu, M., Iszlai, G.: Tracking time-varying parameters in software systems with extended Kalman filters. In: IBM Press Centre for Advanced Studies on Collaborative Research (2005)"}],"container-title":["Lecture Notes in Computer Science","Quantitative Evaluation of Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-85172-9_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,21]],"date-time":"2021-10-21T18:11:52Z","timestamp":1634839912000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-85172-9_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030851712","9783030851729"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-85172-9_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"19 August 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"QEST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Quantitative Evaluation of Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Paris","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 August 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 August 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"qest2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.qest.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","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":"47","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":"21","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":"2","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":"45% - 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":"3.5","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":"5-6","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":"1 keynote paper is also included.","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)"}}]}}