{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T07:56:31Z","timestamp":1743062191145,"version":"3.40.3"},"publisher-location":"Cham","reference-count":26,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319625935"},{"type":"electronic","value":"9783319625942"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-62594-2_6","type":"book-chapter","created":{"date-parts":[[2017,7,18]],"date-time":"2017-07-18T21:13:38Z","timestamp":1500412418000},"page":"109-130","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Map Reduce Autoscaling over the Cloud with Process Mining Monitoring"],"prefix":"10.1007","author":[{"given":"Federico","family":"Chesani","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anna","family":"Ciampolini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniela","family":"Loreti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paola","family":"Mello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,7,20]]},"reference":[{"key":"6_CR1","unstructured":"Amazon Cloud Watch (2016). \nhttps:\/\/aws.amazon.com\/it\/cloudwatch\/\n\n. Accessed July 2016"},{"key":"6_CR2","unstructured":"Apache Hadoop (2016). \nhttps:\/\/hadoop.apache.org\/\n\n. Accessed July 2016"},{"key":"6_CR3","unstructured":"Apache Spark (2016). \nhttp:\/\/spark.apache.org\n\n. Accessed July 2016"},{"key":"6_CR4","unstructured":"Armbrust, M., Fox, O., R., G.: Above the clouds: a Berkeley view of cloud computing. Technical rep., Electrical Engineering and Computer Sciences, University of California at Berkeley (2009)"},{"issue":"4","key":"6_CR5","doi-asserted-by":"crossref","first-page":"14:1","DOI":"10.1145\/2000799.2000800","volume":"20","author":"A Bauer","year":"2011","unstructured":"Bauer, A., Leucker, M., Schallhart, C.: Runtime verification for LTL and TLTL. ACM Trans. Softw. Eng. Methodol. 20(4), 14:1\u201314:64 (2011). \nhttp:\/\/doi.acm.org\/10.1145\/2000799.2000800","journal-title":"ACM Trans. Softw. Eng. Methodol."},{"issue":"6","key":"6_CR6","doi-asserted-by":"crossref","first-page":"1403","DOI":"10.1109\/TPDS.2013.297","volume":"25","author":"K Chen","year":"2014","unstructured":"Chen, K., Powers, J., Guo, S., Tian, F.: CRESP: towards optimal resource provisioning for MapReduce computing in public clouds. IEEE Trans. Parallel Distrib. Syst. 25(6), 1403\u20131412 (2014)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"issue":"2","key":"6_CR7","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1007\/s11036-013-0489-0","volume":"19","author":"M Chen","year":"2014","unstructured":"Chen, M., Mao, S., Liu, Y.: Big Data: a survey. Mob. Netw. Appl. 19(2), 171\u2013209 (2014)","journal-title":"Mob. Netw. Appl."},{"issue":"1","key":"6_CR8","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1109\/MCC.2014.12","volume":"1","author":"E Collins","year":"2014","unstructured":"Collins, E.: Intersection of the Cloud and Big Data. IEEE Cloud Comput. 1(1), 84\u201385 (2014)","journal-title":"IEEE Cloud Comput."},{"issue":"1","key":"6_CR9","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008). \nhttp:\/\/doi.acm.org\/10.1145\/1327452.1327492","journal-title":"Commun. ACM"},{"key":"6_CR10","doi-asserted-by":"crossref","unstructured":"Ekanayake, J., Li, H., Zhang, B.: Twister: a runtime for iterative Map Reduce. In: Proceedings of the First International Workshop on Map Reduce and its Application of ACM HPDC Conference (2010)","DOI":"10.1145\/1851476.1851593"},{"key":"6_CR11","unstructured":"Farrel, A., Sergot, M., Sall\u00e8, M., Bartolini, C.: Using the event calculus for tracking the normative state of contracts. Int. J. Coop. Inf. Syst. 14(02n03), 99\u2013129 (2005). \nhttp:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218843005001110"},{"key":"6_CR12","doi-asserted-by":"crossref","unstructured":"Giannakopoulou, D., Havelund, K.: Automata-based verification of temporal properties on running programs. In: Proceedings of 16th Annual International Conference on Automated Software Engineering (ASE 2001), pp. 412\u2013416, November 2001","DOI":"10.1109\/ASE.2001.989841"},{"issue":"3","key":"6_CR13","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1109\/TCC.2014.2316810","volume":"2","author":"S Kailasam","year":"2014","unstructured":"Kailasam, S., Dhawalia, P., Balaji, S., Iyer, G., Dharanipragada, J.: Extending MapReduce across clouds with BStream. IEEE Trans. Cloud Comput. 2(3), 362\u2013376 (2014)","journal-title":"IEEE Trans. Cloud Comput."},{"key":"6_CR14","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1007\/BF03037383","volume":"4","author":"RA Kowalski","year":"1986","unstructured":"Kowalski, R.A., Sergot, M.J.: A logic-based calculus of events. New Gener. Comput. 4, 67\u201395 (1986)","journal-title":"New Gener. Comput."},{"key":"6_CR15","doi-asserted-by":"crossref","unstructured":"Loreti, D., Ciampolini, A.: A hybrid cloud infrastructure of Big Data applications. In: Proceedings of IEEE International Conferences on High Performance Computing and Communications (2015)","DOI":"10.1109\/HPCC-CSS-ICESS.2015.140"},{"key":"6_CR16","doi-asserted-by":"crossref","unstructured":"Mattess, M., Calheiros, R., Buyya, R.: Scaling MapReduce applications across hybrid clouds to meet soft deadlines. In: 2013 IEEE 27th International Conference on Advanced Information Networking and Applications (AINA), pp. 629\u2013636, March 2013","DOI":"10.1109\/AINA.2013.51"},{"key":"6_CR17","unstructured":"Montali, M., Chesani, F., Mello, P., Maggi, F.M.: Towards data-aware constraints in declare. In: Shin, S.Y., Maldonado, J.C. (eds.) Proceedings of the 28th Annual ACM Symposium on Applied Computing, SAC 2013, Coimbra, Portugal, 18\u201322 March 2013, pp. 1391\u20131396. ACM (2013). \nhttp:\/\/doi.acm.org\/10.1145\/2480362.2480624"},{"issue":"1","key":"6_CR18","first-page":"17","volume":"5","author":"M Montali","year":"2013","unstructured":"Montali, M., Maggi, F.M., Chesani, F., Mello, P., van der Aalst, W.M.P.: Monitoring business constraints with the event calculus. ACM TIST 5(1), 17 (2013). \nhttp:\/\/doi.acm.org\/10.1145\/2542182.2542199","journal-title":"ACM TIST"},{"key":"6_CR19","unstructured":"OpenStack Ceilometer (2016). \nhttps:\/\/wiki.openstack.org\/wiki\/Ceilometer\n\n. Accessed July 2016"},{"issue":"5","key":"6_CR20","doi-asserted-by":"crossref","first-page":"1265","DOI":"10.1109\/TPDS.2014.2320498","volume":"26","author":"B Palanisamy","year":"2015","unstructured":"Palanisamy, B., Singh, A., Liu, L.: Cost-effective resource provisioning for MapReduce in a cloud. IEEE Trans. Parallel Distrib. Syst. 26(5), 1265\u20131279 (2015)","journal-title":"IEEE Trans. Parallel Distrib. Syst."},{"key":"6_CR21","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/11837862_18","volume-title":"Business Process Management Workshops","author":"M Pesic","year":"2006","unstructured":"Pesic, M., Aalst, W.M.P.: A declarative approach for flexible business processes management. In: Eder, J., Dustdar, S. (eds.) BPM 2006. LNCS, vol. 4103, pp. 169\u2013180. Springer, Heidelberg (2006). doi:\n10.1007\/11837862_18"},{"issue":"12","key":"6_CR22","doi-asserted-by":"crossref","first-page":"1699","DOI":"10.1002\/cpe.2895","volume":"25","author":"NB Rizvandi","year":"2013","unstructured":"Rizvandi, N.B., Taheri, J., Moraveji, R., Zomaya, A.Y.: A study on using uncertain time series matching algorithms for MapReduce applications. Concurrency Comput. Pract. Experience 25(12), 1699\u20131718 (2013). \nhttp:\/\/dx.doi.org\/10.1002\/cpe.2895","journal-title":"Concurrency Comput. Pract. Experience"},{"key":"6_CR23","doi-asserted-by":"crossref","unstructured":"Spanoudakis, G., Mahbub, K.: Non-intrusive monitoring of service-based systems. Int. J. Coop. Inf. Syst. 15(03), 325\u2013358 (2006). \nhttp:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0218843006001384","DOI":"10.1142\/S0218843006001384"},{"key":"6_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-28872-2_1","volume-title":"Fundamental Approaches to Software Engineering","author":"WMP Van Der Aalst","year":"2012","unstructured":"Van Der Aalst, W.M.P.: Distributed process discovery and conformance checking. In: Lara, J., Zisman, A. (eds.) FASE 2012. LNCS, vol. 7212, pp. 1\u201325. Springer, Heidelberg (2012). doi:\n10.1007\/978-3-642-28872-2_1"},{"key":"6_CR25","series-title":"Lecture Notes in Business Information Processing","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/978-3-642-28108-2_19","volume-title":"Business Process Management Workshops","author":"W Van Der Aalst","year":"2012","unstructured":"Van Der Aalst, W., et al.: Process mining manifesto. In: Daniel, F., Barkaoui, K., Dustdar, S. (eds.) BPM 2011. LNBIP, vol. 99, pp. 169\u2013194. Springer, Heidelberg (2012). doi:\n10.1007\/978-3-642-28108-2_19"},{"key":"6_CR26","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1007\/978-3-642-25821-3_9","volume-title":"Middleware 2011","author":"A Verma","year":"2011","unstructured":"Verma, A., Cherkasova, L., Campbell, R.H.: Resource provisioning framework for MapReduce jobs with performance goals. In: Kon, F., Kermarrec, A.-M. (eds.) Middleware 2011. LNCS, vol. 7049, pp. 165\u2013186. Springer, Heidelberg (2011). doi:\n10.1007\/978-3-642-25821-3_9"}],"container-title":["Communications in Computer and Information Science","Cloud Computing and Services Science"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-62594-2_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,11,20]],"date-time":"2017-11-20T20:33:58Z","timestamp":1511210038000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-62594-2_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319625935","9783319625942"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-62594-2_6","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]}}}