{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T21:39:16Z","timestamp":1742938756697,"version":"3.40.3"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031067877"},{"type":"electronic","value":"9783031067884"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-06788-4_7","type":"book-chapter","created":{"date-parts":[[2022,7,3]],"date-time":"2022-07-03T23:03:27Z","timestamp":1656889407000},"page":"76-89","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Intelligent Data Analysis System Based on Edge Computing"],"prefix":"10.1007","author":[{"given":"Keyu","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weizhong","family":"Qian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xi","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Caiqiong","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuqin","family":"Yue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoyu","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,7,4]]},"reference":[{"key":"7_CR1","unstructured":"Cisco: Cisco global cloud index: forecast and methodology, 2016\u20132021. Cisco, San Jose (2018)"},{"issue":"1","key":"7_CR2","doi-asserted-by":"publisher","first-page":"843","DOI":"10.32604\/cmc.2022.017504","volume":"71","author":"Z Nan","year":"2022","unstructured":"Nan, Z., Wenjing, L., Zhu, L., Zhi, L., Yumin, L.: A new task scheduling scheme based on genetic algorithm for edge computing. Comput., Mater. Continua 71(1), 843\u2013854 (2022)","journal-title":"Comput., Mater. Continua"},{"issue":"1","key":"7_CR3","doi-asserted-by":"publisher","first-page":"1769","DOI":"10.32604\/cmc.2022.018708","volume":"71","author":"MA Haq","year":"2022","unstructured":"Haq, M.A., Abdul, M., Al-Harbi, T.: Development of pccnn-based network intrusion detection system for edge computing. Comput., Mater. & Continua 71(1), 1769\u20131788 (2022)","journal-title":"Comput., Mater. & Continua"},{"issue":"1","key":"7_CR4","first-page":"69","volume":"56","author":"W Shi","year":"2019","unstructured":"Shi, W., Zhang, X., Wang, Y., Zhang, Q.: Edge computing: state-of-the-art and future directions. J. Comput. Res. Dev. 56(1), 69\u201389 (2019)","journal-title":"J. Comput. Res. Dev."},{"issue":"5","key":"7_CR5","first-page":"907","volume":"54","author":"W Shi","year":"2017","unstructured":"Shi, W., Sun, H., Cao, J., et al.: Edge computing-An emerging computing model for the Internet of everything era. J. Comput. Res. Dev. 54(5), 907\u2013924 (2017)","journal-title":"J. Comput. Res. Dev."},{"issue":"1","key":"7_CR6","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1109\/JIOT.2017.2750180","volume":"5","author":"N Abbas","year":"2018","unstructured":"Abbas, N., Zhang, Y., Taherkordi, A., et al.: Mobile edge computing: a survey. IEEE Internet Things J. 5(1), 450\u2013465 (2018)","journal-title":"IEEE Internet Things J."},{"key":"7_CR7","doi-asserted-by":"crossref","unstructured":"Varghese, B., Wang, N., Barbhuiya, S., et al.: Challenges and opportunities in edge computing. In: 2016 IEEE International Conf. on Smart Cloud, pp. 1\u20136 (2016)","DOI":"10.1109\/SmartCloud.2016.18"},{"issue":"5","key":"7_CR8","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi, W., Cao, J., Zhang, Q.: Edge computing: vision and challenges. IEEE Internet Things J. 3(5), 637\u2013646 (2016)","journal-title":"IEEE Internet Things J."},{"issue":"5","key":"7_CR9","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi, W., Cao, J., Zhang, Q., Li, Y., Xu, L.: Edge computing: vision and challenges. IEEE Internet Things J. 3(5), 637\u2013646 (2016)","journal-title":"IEEE Internet Things J."},{"issue":"06","key":"7_CR10","first-page":"98","volume":"2020","author":"W Di","year":"2020","unstructured":"Di, W.: Edge Computing empowering smart cities: opportunities and challenges. Internet Economy 2020(06), 98\u2013103 (2020)","journal-title":"Internet Economy"},{"issue":"03","key":"7_CR11","first-page":"68","volume":"25","author":"Y Qin","year":"2019","unstructured":"Qin, Y., Han, M., Yang, Q.: Data-driven intelligent application in edge computing: prospects and challenges. Zte Technol. J. 25(03), 68\u201376 (2019)","journal-title":"Zte Technol. J."},{"key":"7_CR12","unstructured":"CCID consultant: White Paper on Edge Intelligence Development and Evolution. China Information World (2019)"},{"issue":"2","key":"7_CR13","doi-asserted-by":"publisher","first-page":"539","DOI":"10.32604\/csse.2022.019551","volume":"41","author":"D Li","year":"2022","unstructured":"Li, D., Li, J., Zhou, X., Hu, J., Wang, X.: Fact: an air-ground communication framework for seeding quality control of aircraft. Comput. Syst. Sci. Eng. 41(2), 539\u2013555 (2022)","journal-title":"Comput. Syst. Sci. Eng."},{"issue":"09","key":"7_CR14","first-page":"1839","volume":"57","author":"L Shuangfeng","year":"2020","unstructured":"Shuangfeng, L.: Tensorflow lite: on-device machine learning framework. J. Comput. Res. Dev. 57(09), 1839\u20131853 (2020)","journal-title":"J. Comput. Res. Dev."},{"key":"7_CR15","unstructured":"Li, H.: Application of machine learning in malware detection of Android system. Beijing University of Posts and Telecommunications, 2021. Prediction from 2D data (2021). https:\/\/tensorflow.google.cn\/js\/tutorials\/training\/linear_regression"},{"key":"7_CR16","unstructured":"TensorFlow.js: Machine learning for the web and beyond (2019)"},{"key":"7_CR17","unstructured":"Keras API reference (2021) https:\/\/keras.io\/api\/"},{"issue":"3","key":"7_CR18","doi-asserted-by":"publisher","first-page":"297","DOI":"10.32604\/csse.2021.017468","volume":"39","author":"A Faruq","year":"2021","unstructured":"Faruq, A., Marto, A., Abdullah, S.S.: Flood forecasting of malaysia kelantan river using sup-port vector regression technique. Comput. Syst. Sci. Eng. 39(3), 297\u2013306 (2021)","journal-title":"Comput. Syst. Sci. Eng."},{"issue":"3","key":"7_CR19","doi-asserted-by":"publisher","first-page":"843","DOI":"10.32604\/iasc.2021.017714","volume":"28","author":"M Abaker","year":"2021","unstructured":"Abaker, M., Abdelmaboud, A., Osman, M., Alghobiri, M., Abdelmotlab, A.: A rock-fall early warning system based on logistic regression model. Intell. Autom. Soft Comput. 28(3), 843\u2013856 (2021)","journal-title":"Intell. Autom. Soft Comput."}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-06788-4_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T12:19:55Z","timestamp":1657714795000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-06788-4_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031067877","9783031067884"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-06788-4_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"4 July 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence and Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Qinghai","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":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 July 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 July 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"incodldos2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.icaisconf.com\/","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":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1124","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":"115","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":"53","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":"10% - 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","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":"8","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)"}}]}}