{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T07:53:48Z","timestamp":1776153228148,"version":"3.50.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030049454","type":"print"},{"value":"9783030049461","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,2,19]],"date-time":"2019-02-19T00:00:00Z","timestamp":1550534400000},"content-version":"tdm","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":[[2020]]},"DOI":"10.1007\/978-3-030-04946-1_13","type":"book-chapter","created":{"date-parts":[[2019,2,18]],"date-time":"2019-02-18T17:13:10Z","timestamp":1550509990000},"page":"121-133","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Performance Modeling of Spark Computing Platform"],"prefix":"10.1007","author":[{"given":"Jie","family":"Ding","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunyue","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meihua","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,2,19]]},"reference":[{"key":"13_CR1","unstructured":"What Is Apache Hadoop? May 2018. http:\/\/hadoop.apache.org\/"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.jnca.2017.11.017","volume":"103","author":"VR Chandakanna","year":"2018","unstructured":"Chandakanna, V.R.: REHDFS: a random read\/write enhanced HDFS. J. Netw. Comput. Appl. 103, 85\u2013100 (2018)","journal-title":"J. Netw. Comput. Appl."},{"issue":"6","key":"13_CR3","doi-asserted-by":"publisher","first-page":"592","DOI":"10.1109\/JCN.2015.000106","volume":"17","author":"H Won","year":"2015","unstructured":"Won, H., Nguyen, M.C., Gil, M.S., Moon, Y.S.: Advanced resource management with access control for multitenant hadoop. J. Commun. Netw. 17(6), 592\u2013601 (2015)","journal-title":"J. Commun. Netw."},{"issue":"1","key":"13_CR4","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1016\/j.compeleceng.2013.10.016","volume":"40","author":"S Serikawa","year":"2014","unstructured":"Serikawa, S., Huimin, L.: Underwater image dehazing using joint trilateral filter. Comput. Electr. Eng. 40(1), 41\u201350 (2014)","journal-title":"Comput. Electr. Eng."},{"key":"13_CR5","doi-asserted-by":"publisher","unstructured":"Lu, H., Li, Y., Mu, S., Wang, D., Kim, H., Serikawa, S.: Motor anomaly detection for unmanned aerial vehicles using reinforcement learning. IEEE Internet Things J. (2017). https:\/\/doi.org\/10.1109\/JIOT.2017.2737479","DOI":"10.1109\/JIOT.2017.2737479"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Lu, H., Li, Y., Chen, M., Kim, H., Serikawa, S.: Brain intelligence: go beyond artificial intelligence. Mob. Netw. Appl. 1\u20138 (2017)","DOI":"10.1007\/s11036-017-0932-8"},{"key":"13_CR7","doi-asserted-by":"publisher","unstructured":"Lu, H., Bin, L., Zhu, J., Serikawa, S.: Wound intensity correction and segmentation with convolutional neural networks. Concurr. Comput.: Pract. Exp. (2017). https:\/\/doi.org\/10.1002\/cpe.3927","DOI":"10.1002\/cpe.3927"},{"key":"13_CR8","doi-asserted-by":"publisher","unstructured":"Lu, H., Li, Y., Uemura, T., Kim, H., Serikawa, S.: Low illumination underwater light field images reconstruction using deep convolutional neural networks. Future Gener. Comput. Syst. 142\u2013148 (2018). https:\/\/doi.org\/10.1016\/j.future.2018.01.001","DOI":"10.1016\/j.future.2018.01.001"},{"key":"13_CR9","doi-asserted-by":"publisher","unstructured":"Xu, X., He, L., Lu, H., Gao, L., Ji, Y.: Deep adversarial metric learning for cross-modal retrieval. World Wide Web J. (2018). https:\/\/doi.org\/10.1007\/s11280-018-0541-x","DOI":"10.1007\/s11280-018-0541-x"},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Hillston, J.: A Compositional Approach to Performance Modelling. Cambridge University Press (1996)","DOI":"10.1017\/CBO9780511569951"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Ding, J., Wang, R., Chen, X.: Performance modeling and evaluation of real-time traffic status query for intelligent traffic systems. In: Proceedings of 2016 22nd Asia-Pacific Conference on Communications (APCC) (2016)","DOI":"10.1109\/APCC.2016.7581503"},{"key":"13_CR12","doi-asserted-by":"publisher","first-page":"231","DOI":"10.1007\/s11277-015-2605-x","volume":"84","author":"J Ding","year":"2015","unstructured":"Ding, J.: A comparison of fluid approximation and stochastic simulation for evaluating content adaptation systems. Wirel. Pers. Commun. 84, 231\u2013250 (2015)","journal-title":"Wirel. Pers. Commun."},{"key":"13_CR13","doi-asserted-by":"crossref","unstructured":"Ding, J., Zhu, X., Wang, M.: Fluid analysis for a PEPA model. In: Proceedings of the 2015 Chinese Intelligent Systems Conference, vol. 2, pp. 181\u2013190 (2015)","DOI":"10.1007\/978-3-662-48365-7_19"},{"key":"13_CR14","doi-asserted-by":"crossref","unstructured":"Hillston, J.: Fluid flow approximation of PEPA models. In: Second International Conference on the Quantitative Evaluation of Systems (2005)","DOI":"10.1109\/QEST.2005.12"},{"key":"13_CR15","doi-asserted-by":"publisher","first-page":"913","DOI":"10.1109\/TC.1982.1676110","volume":"31","author":"MK Molloy","year":"1982","unstructured":"Molloy, M.K.: Performance analysis using stochastic Petri Nets. IEEE Trans. Comput. 31, 913\u2013917 (1982)","journal-title":"IEEE Trans. Comput."}],"container-title":["Studies in Computational Intelligence","Cognitive Internet of Things: Frameworks, Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-04946-1_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T01:58:52Z","timestamp":1662947932000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-04946-1_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2,19]]},"ISBN":["9783030049454","9783030049461"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-04946-1_13","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"value":"1860-949X","type":"print"},{"value":"1860-9503","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,2,19]]},"assertion":[{"value":"19 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ISAIR","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Artificial Intelligence and Robotics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Nanjing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"isair2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/isair.site\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}