Web-Age Information Management: WAIM 2013 International Workshops: HardBD, MDSP, BigEM, TMSN, LQPM, BDMS, Beidaihe, China, June 14-16, 2013. Proceedings

420 Pages·2013·8.465 MB·English

by  Qiang Cao, Changsheng Xie (auth.), Yunjun Gao, Kyuseok Shim, Zhiming Ding, Peiquan Jin, Zujie Ren, Yingyuan Xiao, An Liu, Shaojie Qiao (eds.)

Yunjun Gao Kyuseok Shim
Zhiming Ding Peiquan Jin
Zujie Ren Yingyuan Xiao
An Liu Shaojie Qiao (Eds.)
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WAIM 2013 International Workshops:
HardBD, MDSP, BigEM, TMSN, LQPM, BDMS
Beidaihe, China, June 2013, Proceedings
123
Lecture Notes in Computer Science 7901
CommencedPublicationin1973
FoundingandFormerSeriesEditors:
GerhardGoos,JurisHartmanis,andJanvanLeeuwen
EditorialBoard
DavidHutchison
LancasterUniversity,UK
TakeoKanade
CarnegieMellonUniversity,Pittsburgh,PA,USA
JosefKittler
UniversityofSurrey,Guildford,UK
JonM.Kleinberg
CornellUniversity,Ithaca,NY,USA
AlfredKobsa
UniversityofCalifornia,Irvine,CA,USA
FriedemannMattern
ETHZurich,Switzerland
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StanfordUniversity,CA,USA
MoniNaor
WeizmannInstituteofScience,Rehovot,Israel
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UniversityofBern,Switzerland
C.PanduRangan
IndianInstituteofTechnology,Madras,India
BernhardSteffen
TUDortmundUniversity,Germany
MadhuSudan
MicrosoftResearch,Cambridge,MA,USA
DemetriTerzopoulos
UniversityofCalifornia,LosAngeles,CA,USA
DougTygar
UniversityofCalifornia,Berkeley,CA,USA
GerhardWeikum
MaxPlanckInstituteforInformatics,Saarbruecken,Germany
Yunjun Gao Kyuseok Shim Zhiming Ding
Peiquan Jin Zujie Ren Yingyuan Xiao
An Liu Shaojie Qiao (Eds.)
Web-Age
Information Management
WAIM 2013 International Workshops:
HardBD, MDSP, BigEM, TMSN, LQPM, BDMS
Beidaihe, China, June 14-16, 2013
Proceedings
1 3
VolumeEditors
YunjunGao,ZhejiangUniversity,Hangzhou,China
E-mail:[email protected]
KyuseokShim,SeoulNationalUniversity,Korea
E-mail:[email protected]
ZhimingDing,ChineseAcademyofSciences,Beijing,China
E-mail:[email protected]
PeiquanJin,UniversityofScienceandTechnologyofChina,Hefei,China
E-mail:[email protected]
ZujieRen,HangzhouDianziUniversity,China
E-mail:[email protected]
YingyuanXiao,TianjinUniversityofTechnology,China
E-mail:[email protected]
AnLiu,UniversityofScienceandTechnologyofChina,Hefei,China
E-mail:[email protected]
ShaojieQiao,SouthwestJiaotongUniversity,Chengdu,China
E-mail:[email protected]
ISSN0302-9743 e-ISSN1611-3349
ISBN978-3-642-39526-0 e-ISBN978-3-642-39527-7
DOI10.1007/978-3-642-39527-7
SpringerHeidelbergDordrechtLondonNewYork
LibraryofCongressControlNumber:2013942401
CRSubjectClassification(1998):H.3,H.4,H.2.8,H.2.4,C.2.1,E.1,F.2.2
LNCSSublibrary:SL3–InformationSystemsandApplication,incl.Internet/Web
andHCI
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Preface
Web-AgeInformationManagement(WAIM)isaleadinginternationalconference
for researchers,practitioners, developers, and users to share and exchange their
cutting-edgeideas,results,experiences,techniques,andtoolsinconnectionwith
all aspects of Web data management. The conference invites original research
papers on the theory, design, and implementation of Web-based information
systems. As the 14th event in the increasingly popular series, WAIM 2013 was
held in Beidaihe, China, during June 14–16, 2013.
Along with the main conference, WAIM workshops intend to provide inter-
national groups of researchers with a forum for the discussion and exchange of
researchresults contributing to the main themes of the WAIM conference. This
WAIM2013workshopvolumecontainsthe papersacceptedforthe followingsix
workshopsthatwereheldinconjunctionwithWAIM2013.Thesesixworkshops
wereselectedafterapubliccall-for-proposalsprocess,eachofwhichfocusesona
specific area that contributes to the main themes of the WAIM conference. The
six workshops were as follows:
– The International Workshop on Big Data Management on Emerging Hard-
ware (HardBD 2013)
– TheSecondInternationalWorkshoponMassiveDataStorageandProcessing
(MDSP 2013)
– The First International Workshop on Emergency Management in Big Data
Age (BigEM 2013)
– TheInternationalWorkshoponTrajectoryMininginSocialNetworks(TMSN
2013)
– The First International Workshop on Location-Based Query Processing in
Mobile Environments (LQPM 2013)
– The First International Workshop on Big Data Management and Service
(BDMS 2013)
All the organizersof the previous WAIM conferences and workshopshave made
WAIMavaluabletrademark,andweareproudtocontinuetheirwork.Wewould
like to express our thanks and acknowledgments to all the workshop organizers
and Program Committee members who contributed to making the workshop
programsuch a success. They put a tremendous amount of effort into soliciting
and selecting researchpapers with a balance of high quality, novelty, and appli-
cations. They also followeda rigorousreview process. A total of 37 papers were
accepted. Last but not least, we are grateful to the main conference organiz-
ers and the local Organizing Committee for their great support and wonderful
arrangements.
Yunjun Gao
Kyuseok Shim
HardBD 2013 Workshop Organizers’ Message
Data properties and hardware characteristics are two key aspects for efficient
data management. A clear trend in the first aspect, data properties, is the in-
creasing demand to manage and process Big Data, characterized by the fast
evolution of “Big Data Systems,” where nearly every aspect of both enterprise
and consumer services is being driven by data processing and analysis. Exam-
ples of big data systems include NoSQL storage systems, Hadoop/MapReduce,
data analytics platforms, search and indexing platforms, and messaging infras-
tructures. These systems address needs for structured and unstructured data
across a wide spectrum of domains such as the Web, social networks, enter-
prise,cloud,mobile,sensornetworks,multimedia/streaming,cyber-physicaland
high-performancesystems,andformultipleapplicationareassuchashealthcare,
transportation, and scientific computing.
Atthesametime,hardwarecharacteristicsareundergoingrapidchanges,im-
posing new challenges for an efficient utilization of hardware resources. Recent
trendsincludestorage-classmemory,massivemulti-coreprocessingsystems,very
large main memory systems, fast networking components, big computing clus-
ters, and large data centers that consume massive amounts of energy. It is clear
that many aspects of data management need to evolve with these trends. Uti-
lizing new hardware technologies for efficient big data management is of urgent
importance.
The First International Workshop on Big Data Management over Emerging
Hardware(HardBD2013)washeldonJune14,2013,atBeidaiheinconjunction
with The 14th International Conference on Web-Age Information Management
(WAIM2013).Theoverallgoalofthe workshopistobringtogetherresearchers,
practitioners,systemadministrators,systemprogrammers,andothersinterested
in sharing and presenting their perspectives on the effective management of
big data over new hardware platforms, and also to discuss and identify future
directions and challenges in this area.
The workshopattractedsix submissions. All submissions were peer reviewed
by at least three Program Committee members to ensure that high-quality pa-
perswereselected.Onthebasisofthereviews,theProgramCommitteeselected
three papers for inclusion in the workshop proceedings (acceptation rate 50%).
The final program of the workshop also consisted of three invited talks. One of
them was from Alibaba, presented by Zhenkun Yang, and the other two were
from academia, presented by Changsheng Xie (Huazhong University of Science
and Technology) and Nong Xiao (National University of Defense Technology).
VIII HardBD 2013 Workshop Organizers’ Message
The Program Committee of the workshop consisted of 15 experienced re-
searchers and experts. We would like to thank the valuable contributions of all
theProgramCommitteemembersduringthepeerreviewprocess.Also,wewould
like to acknowledgethe WAIM 2013WorkshopChairs for their greatsupport of
HardBD 2013, and the support from the Natural Science Foundation of China
(No.60833005).
Xiaofeng Meng
Theo H¨arder
Peiquan Jin
Binsheng He
HardBD 2013 Workshop Organization
General Co-chairs
Xiaofeng Meng Renmin University of China, China
Theo H¨arder Technical University of Kaiserslautern,
Germany
Program Co-chairs
Peiquan Jin UniversityofScience andTechnologyofChina,
China
Binsheng He Nanyang Technological University, Singapore
Publicity Chair
Yi Ou Technical University of Kaiserslautern,
Germany
Program Committee
Bin Cui Peking University, China
Bin He IBM Almaden Research, USA
Sang-Wook Kim Hanyang University, Korea
Ioannis Koltsidas IBM Research - Zurich, Switzerland
Ziyu Lin Xia’Men University, China
Yi Ou TU Kaiserslautern, Germany
Ilia Petrov Reutlingen University, Germany
Vijayan Prabhakaran Microsoft Research, USA
Jianliang Xu Hong Kong Baptist University, SAR China
MDSP 2013 Workshop Organizers’ Message
On behalf of the Program Chairs for MDSP 2013, consisting of two General
Co-chairs and two Program Co-chairs, we are pleased to present you with this
volume. It contains the papers accepted for presentation in the workshop pro-
gramofthe14thInternationalConferenceonWeb-AgeInformationManagement
held in Beidaihe, China, during June 14–16, 2013.
This was the second International Conference on Massive Data Storage and
Processing (MDSP). In all, 21 papers were submitted to the MDSP program,
from which eight were accepted for presentationand inclusion in the conference
proceedings. An acceptance rate of 40% makes MDSP one of the most selective
workshops of WAIM 2013.
We would like to thank all the authors of submitted papers for choosing
MDSP 2013 for the presentation of their research results. Because of the high
quality of the submitted papers, selecting the eight papers for the main confer-
encewasaverydifficulttask.WearedeeplyindebtedtothefourprogramChairs
and16ProgramCommitteemembersfortheirconscientiousandimpartialjudg-
ment and for the time and effort they contributed in preparation of this year’s
conference. All Area Chairs and reviewers are listed on the following pages.
Theorganizersoftheconferenceareveryhappywiththeresponsetoourcall
for papers, noting the interest of the data storage and processing community in
this field.The workshopwascomposedofeightpapersselectedforpresentation,
covering a wide range of topics and showing interesting experiences. A brief
summary of all the contributions, classified in three main areas, is presented
below.
• “Adaptive Sequential Prefetching for Multiple Streams” submitted by Yong
Li, Dan Feng, ZhanShi, andQing Liu fromHuazhong University of Science
and Technology. The authors presented an adaptive sequential prefetching
algorithmcalledASPM,solvingtheun-fairnessandperformancedegradation
introduced by streams with diverse access rates.
• “Research of Network Coding Data Collection Mechanism Based on The
Rough Routing in Wireless Multi-hop Network” submitted by Jian Wan,
Ligang He, and Wei Zhang et al. from Hangzhou Dianzi University. The
authors proposed a rough routing-based data collection mechanism used in
wirelesssensornetworkcalledBRRCD,whichaimstorestrainthecliffeffect
to some extent.
• “Incremental Truth Discovery for Information from Multiple Data Sources
submitted by Li Jia, Hongzhi Wang, Jianzhong Li” and Hong Gao from
HarbinInstitute ofTechnology.Theauthorspresentedanincrementalstrat-
egy for discovering truth in multisource integration using boosting-like en-
semble classifiers.
XII MDSP 2013 Workshop Organizers’ Message
• “Simdedup:ANewDeduplicationSchemeBasedonSimhash”submittedby
WenbinYaoandPengdiYefromBeijingUniversityofPostsandTelecommu-
nications. The authors presented a near-exact deduplication scheme named
Simdedup, which exploits file similarity and chunk locality to improve the
accuracy of deduplication.
• “InfoMall: A Large-Scale Storage System for Web Archiving” submitted by
Lian’en Huang, Jinping Li, and Xiaoming Li from Peking University Shen-
zhen Graduate School. The authors proposed a system designed for storing
massive Web pages effectively and efficiently.
• “Sequential Record Based Compression for Massive Image Storage in
Database1” submitted by Ziyun Ma, Xiaonian Wang, and Ping Jiang et al.
fromTongjiUniversity.Theauthorsproposedanimagecompressionscheme
thatislearntfromvideocompressiontoremovetemporalandspatialredun-
dancy in the image sequence.
• “Continuous,OnlineAnomaly RegionDetection andTrackinginNetworks”
submitted by Shuiyuan Xie, Xiuli Ma, and Shiwei Tang from Peking Uni-
versity. The authors presented a frameworkto detect and track an anomaly
region continuously.
• “Event Matching Algorithm to Collaborate Sensor Network and the Cloud
through a Middleware Service” submitted by Mohammad Hasmat Ullah,
Sung-Soon Par, and Gyeong Hun Kim from the Department of Computer
Science and Engineering,Anyang University, South Koreaand Gluesys Co.,
Ltd. The authors proposed a content-based event-matching algorithm to
analyzesubscriptionsandmatchpropercontenteasilytoconveyWSN-driven
data to the subscribers.
Wewouldliketothankeveryonewhohelpedus.Wegreatlyappreciatetheadvice
and support by the WAIM 2013 General Co-chairs, Xiaofeng Meng (Renmin
University of China) and Huan Liu (Arizona State University, USA), Program
Co-chairs,JianyongWang(TsinghuaUniversity,China)andHuiXiong(Rutgers
University, USA), and WorkshopsChairs Yunjun Gao(Zhejiang University)and
Kyuseok Shim (Seoul National University, South Korea).
Weisong Shi
Yunjun Gao
Weiping Wan
Zujie Ren