Table Of ContentWuyungerile Li
Dalai Tang (Eds.)
331
Mobile Wireless Middleware,
Operating Systems,
and Applications
9th EAI International Conference, MOBILWARE 2020
Hohhot, China, July 11, 2020
Proceedings
123
Lecture Notes of the Institute
for Computer Sciences, Social Informatics
and Telecommunications Engineering 331
Editorial Board Members
Ozgur Akan
Middle East Technical University, Ankara, Turkey
Paolo Bellavista
University of Bologna, Bologna, Italy
Jiannong Cao
Hong Kong Polytechnic University, Hong Kong, China
Geoffrey Coulson
Lancaster University, Lancaster, UK
Falko Dressler
University of Erlangen, Erlangen, Germany
Domenico Ferrari
Università Cattolica Piacenza, Piacenza, Italy
Mario Gerla
UCLA, Los Angeles, USA
Hisashi Kobayashi
Princeton University, Princeton, USA
Sergio Palazzo
University of Catania, Catania, Italy
Sartaj Sahni
University of Florida, Gainesville, USA
Xuemin (Sherman) Shen
University of Waterloo, Waterloo, Canada
Mircea Stan
University of Virginia, Charlottesville, USA
Xiaohua Jia
City University of Hong Kong, Kowloon, Hong Kong
Albert Y. Zomaya
University of Sydney, Sydney, Australia
More information about this series at http://www.springer.com/series/8197
Wuyungerile Li Dalai Tang (Eds.)
(cid:129)
Mobile Wireless Middleware,
Operating Systems
and Applications
9th EAI International Conference, MOBILWARE 2020
Hohhot, China, July 11, 2020
Proceedings
123
Editors
WuyungerileLi DalaiTang
InnerMongolia University InnerMongolia University
Hohhot,China Hohhot,China
ISSN 1867-8211 ISSN 1867-822X (electronic)
Lecture Notesof the Institute for Computer Sciences, Social Informatics
andTelecommunications Engineering
ISBN 978-3-030-62204-6 ISBN978-3-030-62205-3 (eBook)
https://doi.org/10.1007/978-3-030-62205-3
©ICSTInstituteforComputerSciences,SocialInformaticsandTelecommunicationsEngineering2020
Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe
material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation,
broadcasting, reproduction on microfilms or in any other physical way, and transmission or information
storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow
knownorhereafterdeveloped.
Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication
doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant
protectivelawsandregulationsandthereforefreeforgeneraluse.
Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare
believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors
give a warranty, expressed or implied, with respect to the material contained herein or for any errors or
omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin
publishedmapsandinstitutionalaffiliations.
ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG
Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland
Preface
Wearedelightedtointroducetheproceedingsofthe9theditionofthe2020European
Alliance for Innovation (EAI) International Conference on MOBILe Wireless
MiddleWARE, Operating Systems, and Applications (MobilWare 2020). This con-
ferencehasbroughttogetherresearchers,developers,andpractitionersfromaroundthe
world who are leveraging mobile wireless technology to develop more operating
systems and applications. The theme of MobilWare 2020 was “Mobile Computing,
Operating Systems, and Applications.” Due to the safety concerns and travel restric-
tions caused by COVID-19, EAI MOBILWARE 2020 took place online in a live
stream. Participants were still able to enjoy unique interactive benefits.
ThetechnicalprogramofMobilWare2020consistedof21fullpapers,including21
invited papers in oral presentation sessions at the main conference tracks. The con-
ferencetrackswere:Track1–MobilWare2020;Track2–BigData,DataMiningand
Artificial Intelligence Workshop; and Track 3 – Blockchain and Internet of Things
workshop. Aside from the high-quality technical paper presentations, the technical
programalso featuredthree keynotespeechesand twotechnical workshops. Thethree
keynote speeches were Prof. Celimuge Wu from The University of
Electro-Communications,Japan;Prof.WinstonK.G.SeahfromVictoriaUniversityof
Wellington,NewZealand;and Dr.ZheliLiufrom NankaiUniversity, China. The two
workshops organized were the Big Data, Data Mining and Artificial Intelligence
Workshop and the Blockchain and Internet of Things Workshop. The Big Data, Data
Mining and Artificial Intelligence Workshop aimed to address Big Data challenges in
scientific and engineering through Big Data, Data Mining, and Artificial Intelligence
methodologies and approaches. The Blockchain and Internet of Things Workshop
aimed to gain insights into state-of-the-art advances and innovations in theories, sys-
tems, infrastructure, tools, testbeds, technologies, and applications, etc. Coordination
with the steering chairs, Imrich Chlamtac, Carl K. Chang, Paolo Bellavista, and
Thomas Magedanz, was essential for the success of the conference. We sincerely
appreciate their constant support and guidance. It was also a great pleasure to work
with such an excellent Organizing Committee team and we thank them for their hard
workinorganizingandsupportingtheconference.Inparticular,theTechnicalProgram
Committee, ledbyDr.Dalai Tang,Dr.MuZhou,andDr.BoCui,whocompletedthe
peer-reviewprocessoftechnicalpapersandmadeahigh-qualitytechnicalprogram.We
arealsogratefultoconferencemanager,MartinKarbovanec,forhissupportandallthe
authorswhosubmittedtheirpaperstotheMobilWare2020conferenceandworkshops.
We strongly believe that the MobilWare conference provides a good forum for
researchers,developers,andpractitionerstodiscussallscienceandtechnologyaspects
that are relevant to mobile wireless. We also expect that the future MobilWare
vi Preface
conferences will be as successful and stimulating, indicated by the contributions
presented in this volume.
September 2020 Wuyungerile Li
Bing Jia
Baoqi Huang
Organization
Steering Committee
Chair
Imrich Chlamtac University of Trento, Italy
Members
Carl K. Chang Iowa State University, USA
Paolo Bellavista University of Bologna, Italy
Thomas Magedanz FOKUS Fraunhofer Institute, Germany
Organizing Committee
General Chair
Baoqi Huang Inner Mongolia University, China
General Co-chairs
Junxing Zhang Inner Mongolia University, China
Xiaolin Zhang InnerMongoliaUniversityofScienceandTechnology,
China
TPC Chair and Co-chair
Wuyungerile Li Inner Mongolia University, China
Xiao Chen Jilin Agricultural University, China
Web Chair
Xuebin Ma Inner Mongolia University, China
Publicity and Media Chair
Genxiong Zhang Inner Mongolia Electronic Information Vocational
Technical College, China
Workshops Chairs
Zhixiao Wang University of Göttingen, Germany
Dalai Tang Inner Mongolia University of Finance and Economics,
China
Sponsorship and Exhibit Chair
Gang Xu Inner Mongolia University, China
viii Organization
Publications Chair
Bing Jia Inner Mongolia University, China
Panels Chair
Mu Zhou Chongqing University of Posts
and Telecommunications, China
Tutorials Chair
Bo Cui Inner Mongolia University, China
Demos Chair
Yiming Wu Hangzhou Dianzi University, China
Posters and PhD Track Chair
Zhibin Zhang Inner Mongolia University, China
Local Chair
Xiangyu Bai Inner Mongolia University, China
Conference Manager
Barbora Cintava EAI
Technical Program Committee
Dalai Tang Inner Mongolia University of Finance and Economics,
China
Mu Zhou Chongqing University of Posts
and Telecommunications, China
Bo Cui Inner Mongolia University, China
Hang Zhang University of Göttingen, Germany
Gang Xu Inner Mongolia University, China
Yiming Wu Hangzhou Dianzi University, China
Long Zhao Beihang University, China
Xu Qiaozhi Inner Mongolia University, China
Yu Gu Hefei University of Technology, China
Xuebin Ma Inner Mongolia University, China
Winston Seah Victoria University of Wellington, New Zealand
Wuyungerile Li Inner Mongolia University, China
Bing Jia Inner Mongolia University, China
Genxiong Zhang Inner Mongolia University, China
Dedong Gao Zhejiang University, China
Zhixiao Wang Xi’an University of Technology, China
Contents
MobilWare 2020
Soft Tissue Deformation Estimation Model Based on Spatial-Temporal
Kriging for Needle Insertion Procedure . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Linze Wang, Juntao Zhang, Mengxiao Zhao, and Dedong Gao
Research on the Application of Personalized Course Recommendation
of Learn to Rank Based on Knowledge Graph . . . . . . . . . . . . . . . . . . . . . . 19
Hao Wu and FanJun Meng
Research on Community-Based Opportunistic Network Routing Protocol. . . . 31
Zhanwei Liu, Wenbo Yuan, Na Su, and Hui Wang
A Comprehensive Cellular Learning Automata Based Routing Algorithm
in Opportunistic Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 44
Feng Zhang
Performance Analysis of MPTCP Under High Load Based
on SDN Environment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57
JiahuiHou,DinghuiHou,BixinTao,HuiQi,XiaoqiangDi,WeiwuRen,
and Ligang Cong
Performance Analysis of QUIC-UDP Protocol Under High Load . . . . . . . . . 69
LinQi,ZhihongQiao,AoweiZhang,HuiQi,WeiwuRen,XiaoqiangDi,
and Rui Wang
A Cross-Domain Secure Deduplication Scheme Based on Threshold
Blind Signature. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78
Jinlei Du, Jide Deng, Hui Qi, Xiaoqiang Di, and Zhengang Jiang
The Spatiotemporal Traffic Accident Risk Analysis in Urban
Traffic Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 92
Chijun Zhang, Jing jin, Qiuyang Huang, Zhanwei Du, Zhilu Yuan,
Shengjun Tang, and Yang Liu
Identifying Climatological Interactions in Global Influenza Across
Temperate and Tropical Regions. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 98
Zhilu Yuan, Shengjun Tang, Qiuyang Huang, Chijun Zhang,
Zeynep Ertem, Zhanwei Du, and Yuan Bai
Measuring the Impact of Public Transit on the Transmission of Epidemics. . . 104
Yuan Bai, Qiuyang Huang, and Zhanwei Du
