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Keyword : MapReduce

Job-Aware File-Storage Optimization for Improved Hadoop I/O Performance
Makoto NAKAGAMI Jose A.B. FORTES Saneyasu YAMAGUCHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2020/10/01
Vol. E103-D  No. 10 ; pp. 2083-2093
Type of Manuscript:  PAPER
Category: Software System
Keyword: 
Hadoop, MapReduce, SWIM, file system, 
 Summary | Full Text:PDF
Skew-Aware Collective Communication for MapReduce Shuffling
Harunobu DAIKOKU Hideyuki KAWASHIMA Osamu TATEBE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/12/01
Vol. E102-D  No. 12 ; pp. 2389-2399
Type of Manuscript:  Special Section PAPER (Special Section on Parallel and Distributed Computing and Networking)
Category: Computer System
Keyword: 
MapReduce, Shuffle, Skew, libfabric, Intel Omni-Path, 
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An Efficient Parallel Triangle Enumeration on the MapReduce Framework
Hongyeon KIM Jun-Ki MIN 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/10/01
Vol. E102-D  No. 10 ; pp. 1902-1915
Type of Manuscript:  PAPER
Category: Fundamentals of Information Systems
Keyword: 
triangle enumeration, vertex partition, graph data, MapReduce, 
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Proxy Responses by FPGA-Based Switch for MapReduce Stragglers
Koya MITSUZUKA Michihiro KOIBUCHI Hideharu AMANO Hiroki MATSUTANI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/09/01
Vol. E101-D  No. 9 ; pp. 2258-2268
Type of Manuscript:  PAPER
Category: Computer System
Keyword: 
FPGA, MapReduce, straggler, 
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Naive Bayes Classifier Based Partitioner for MapReduce
Lei CHEN Wei LU Ergude BAO Liqiang WANG Weiwei XING Yuanyuan CAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2018/05/01
Vol. E101-A  No. 5 ; pp. 778-786
Type of Manuscript:  PAPER
Category: Graphs and Networks
Keyword: 
MapReduce, hadoop, data locality, data skew, naive Bayes, bandwidth, job type, 
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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:   IEICE TRANSACTIONS on Information and Systems
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 analysis, iterative data processing framework, MapReduce, Hadoop, 

This paper has been cancelled due to violation of duplicate submission policy on IEICE Transactions on Information and Systems on September 5, 2019.

 Summary | Full Text:PDF | 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: 
MapReduce, task scheduling algorithm, data locality, 
 Summary | Full Text:PDF
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: 
MapReduce, resource-aware scheduling, skew mitigation, 
 Summary | Full Text:PDF
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 join, database system, MapReduce, multi-core CPU, cuckoo hashing, 
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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: 
index, quadtree, range query, MapReduce, 
 Summary | Full Text:PDF
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: 
SuperRack, MapReduce, results reusing, shared storage, 
 Summary | Full Text:PDF
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 algorithms, communication-optimal, Strassen's matrix multiplication, cloud computing, MapReduce, 
 Summary | Full Text:PDF
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: 
Hadoop, MapReduce, distributed computing, task scheduling, job performance, 
 Summary | Full Text:PDF
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 tracking, particle filter, 3D, MapReduce, GPGPU, 
 Summary | Full Text:PDF
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 query, k-dominant skyline query, MapReduce, big data, 
 Summary | Full Text:PDF
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: 
MapReduce, Hadoop, OLAP, data warehouse, TPC-H benchmark, 
 Summary | Full Text:PDF
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: 
MapReduce, Hadoop, job scheduling, 
 Summary | Full Text:PDF
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-scale, house log, materialized view, high-speed and efficient data access, MapReduce, KVS, HBase, 
 Summary | Full Text:PDF
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 verification, computational integrity, MapReduce, open system, integrity attestation graph, 
 Summary | Full Text:PDF
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 verification, mass data processing, MapReduce, trusted sampling, Merkle tree, 
 Summary | Full Text:PDF
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 computation, MapReduce, Hadoop, algorithm design, scheduling, grid computing, data locality, cloud computing, flowtime, 
 Summary | Full Text:PDF
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 query, parallel processing, MapReduce, adaptive tuning, 
 Summary | Full Text:PDF
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-tolerance, MapReduce, load balance, key distribution, 
 Summary | Full Text:PDF