Keyword : MapReduce


Naive Bayes Classifier Based Partitioner for MapReduce
Lei CHEN Wei LU Ergude BAO Liqiang WANG Weiwei XING Yuanyuan CAI 
Publication:   
Publication Date: 2018/05/01
Vol. E101-A  No. 5 ; pp. 778-786
Type of Manuscript:  PAPER
Category: Graphs and Networks
Keyword: 
MapReducehadoopdata localitydata skewnaive Bayesbandwidthjob type
 Summary | Full Text:PDF(3.7MB)

A New Efficient Resource Management Framework for Iterative MapReduce Processing in Large-Scale Data Analysis
Seungtae HONG Kyongseok PARK Chae-Deok LIM Jae-Woo CHANG 
Publication:   
Publication Date: 2017/04/01
Vol. E100-D  No. 4 ; pp. 704-717
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
large-scale data analysisiterative data processing frameworkMapReduceHadoop
 Summary | Full Text:PDF(3.6MB) | Errata[Uploaded on March 1,2018]

2PTS: A Two-Phase Task Scheduling Algorithm for MapReduce
Byungnam LIM Yeeun SHIM Yon Dohn CHUNG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/09/01
Vol. E99-D  No. 9 ; pp. 2377-2380
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
MapReducetask scheduling algorithmdata locality
 Summary | Full Text:PDF(220.6KB)

DynamicAdjust: Dynamic Resource Adjustment for Mitigating Skew in MapReduce
Zhihong LIU Aimal KHAN Peixin CHEN Yaping LIU Zhenghu GONG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/06/01
Vol. E99-D  No. 6 ; pp. 1686-1689
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
MapReduceresource-aware schedulingskew mitigation
 Summary | Full Text:PDF(667.3KB)

Optimizing Hash Join with MapReduce on Multi-Core CPUs
Tong YUAN Zhijing LIU Hui LIU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/05/01
Vol. E99-D  No. 5 ; pp. 1316-1325
Type of Manuscript:  PAPER
Category: Data Engineering, Web Information Systems
Keyword: 
hash joindatabase systemMapReducemulti-core CPUcuckoo hashing
 Summary | Full Text:PDF(1MB)

The Efficient Algorithms for Constructing Enhanced Quadtrees Using MapReduce
Hongyeon KIM Sungmin KANG Seokjoo LEE Jun-Ki MIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/04/01
Vol. E99-D  No. 4 ; pp. 918-926
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
indexquadtreerange queryMapReduce
 Summary | Full Text:PDF(1.5MB)

Reusing the Results of Queries in MapReduce Systems by Adopting Shared Storage
Zhanye WANG Chuanyi LIU Dongsheng WANG 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2016/02/01
Vol. E99-B  No. 2 ; pp. 315-325
Type of Manuscript:  Special Section PAPER (Special Section on Management for the Era of Internet of Things and Big Data)
Category: 
Keyword: 
SuperRackMapReduceresults reusingshared storage
 Summary | Full Text:PDF(1.7MB)

A Cloud-Friendly Communication-Optimal Implementation for Strassen's Matrix Multiplication Algorithm
Jie ZHOU Feng YU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/11/01
Vol. E98-D  No. 11 ; pp. 1896-1905
Type of Manuscript:  PAPER
Category: Fundamentals of Information Systems
Keyword: 
parallel algorithmscommunication-optimalStrassen's matrix multiplicationcloud computingMapReduce
 Summary | Full Text:PDF(1.1MB)

System Status Aware Hadoop Scheduling Methods for Job Performance Improvement
Masatoshi KAWARASAKI Hyuma WATANABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/07/01
Vol. E98-D  No. 7 ; pp. 1275-1285
Type of Manuscript:  PAPER
Category: Fundamentals of Information Systems
Keyword: 
HadoopMapReducedistributed computingtask schedulingjob performance
 Summary | Full Text:PDF(3.8MB)

k-Dominant Skyline Query Computation in MapReduce Environment
Md. Anisuzzaman SIDDIQUE Hao TIAN Yasuhiko MORIMOTO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/05/01
Vol. E98-D  No. 5 ; pp. 1027-1034
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
skyline queryk-dominant skyline queryMapReducebig data
 Summary | Full Text:PDF(826.9KB)

3D Objects Tracking by MapReduce GPGPU-Enhanced Particle Filter
Jieyun ZHOU Xiaofeng LI Haitao CHEN Rutong CHEN Masayuki NUMAO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/05/01
Vol. E98-D  No. 5 ; pp. 1035-1044
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
objects trackingparticle filter3DMapReduceGPGPU
 Summary | Full Text:PDF(13.1MB)

Reducing I/O Cost in OLAP Query Processing with MapReduce
Woo-Lam KANG Hyeon-Gyu KIM Yoon-Joon LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/02/01
Vol. E98-D  No. 2 ; pp. 444-447
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
MapReduceHadoopOLAPdata warehouseTPC-H benchmark
 Summary | Full Text:PDF(353.2KB)

MapReduce Job Scheduling Based on Remaining Job Sizes
Tatsuma MATSUKI Tetsuya TAKINE 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2015/01/01
Vol. E98-B  No. 1 ; pp. 180-189
Type of Manuscript:  PAPER
Category: Network System
Keyword: 
MapReduceHadoopjob scheduling
 Summary | Full Text:PDF(1.6MB)

Design and Evaluation of Materialized View as a Service for Smart City Services with Large-Scale House Log
Shintaro YAMAMOTO Shinsuke MATSUMOTO Sachio SAIKI Masahide NAKAMURA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/07/01
Vol. E97-D  No. 7 ; pp. 1709-1718
Type of Manuscript:  Special Section PAPER (Special Section on Cloud and Services Computing)
Category: 
Keyword: 
large-scalehouse logmaterialized viewhigh-speed and efficient data accessMapReduceKVSHBase
 Summary | Full Text:PDF(1.1MB)

VAWS: Constructing Trusted Open Computing System of MapReduce with Verified Participants
Yan DING Huaimin WANG Lifeng WEI Songzheng CHEN Hongyi FU Xinhai XU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/04/01
Vol. E97-D  No. 4 ; pp. 721-732
Type of Manuscript:  Special Section PAPER (Special Section on Data Engineering and Information Management)
Category: 
Keyword: 
result verificationcomputational integrityMapReduceopen systemintegrity attestation graph
 Summary | Full Text:PDF(2.2MB)

Towards Trusted Result Verification in Mass Data Processing Service
Yan DING Huaimin WANG Peichang SHI Hongyi FU Xinhai XU 
Publication:   IEICE TRANSACTIONS on Communications
Publication Date: 2014/01/01
Vol. E97-B  No. 1 ; pp. 19-28
Type of Manuscript:  Special Section PAPER (Special Section on Management for Flexible ICT Systems and Services)
Category: 
Keyword: 
result verificationmass data processingMapReducetrusted samplingMerkle tree
 Summary | Full Text:PDF(2.1MB)

An Efficiency-Aware Scheduling for Data-Intensive Computations on MapReduce Clusters
Hui ZHAO Shuqiang YANG Hua FAN Zhikun CHEN Jinghu XU 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/12/01
Vol. E96-D  No. 12 ; pp. 2654-2662
Type of Manuscript:  Special Section PAPER (Special Section on Parallel and Distributed Computing and Networking)
Category: 
Keyword: 
data-intensive computationMapReduceHadoopalgorithm designschedulinggrid computingdata localitycloud computingflowtime
 Summary | Full Text:PDF(691.1KB)

Scalable and Adaptive Graph Querying with MapReduce
Song-Hyon KIM Kyong-Ha LEE Inchul SONG Hyebong CHOI Yoon-Joon LEE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/09/01
Vol. E96-D  No. 9 ; pp. 2126-2130
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
graph queryparallel processingMapReduceadaptive tuning
 Summary | Full Text:PDF(505.6KB)

Skew-Tolerant Key Distribution for Load Balancing in MapReduce
Jihoon SON Hyunsik CHOI Yon Dohn CHUNG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/02/01
Vol. E95-D  No. 2 ; pp. 677-680
Type of Manuscript:  LETTER
Category: Data Engineering, Web Information Systems
Keyword: 
skew-toleranceMapReduceload balancekey distribution
 Summary | Full Text:PDF(301KB)