IEICE Trans

Keyword : MapReduce

Job-Aware File-Storage Optimization for Improved Hadoop I/O Performance Makoto NAKAGAMI Jose A.B. FORTES Saneyasu YAMAGUCHI
Publication: 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(2.3MB)

Skew-Aware Collective Communication for MapReduce Shuffling Harunobu DAIKOKU Hideyuki KAWASHIMA Osamu TATEBE
Publication: 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,
	Summary \| Full Text:PDF(1.2MB)

An Efficient Parallel Triangle Enumeration on the MapReduce Framework Hongyeon KIM Jun-Ki MIN
Publication: 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,
	Summary \| Full Text:PDF(1.3MB)

Proxy Responses by FPGA-Based Switch for MapReduce Stragglers Koya MITSUZUKA Michihiro KOIBUCHI Hideharu AMANO Hiroki MATSUTANI
Publication: Publication Date: 2018/09/01 Vol. E101-D No. 9 ; pp. 2258-2268 Type of Manuscript: PAPER Category: Computer System Keyword: FPGA, MapReduce, straggler,
	Summary \| Full Text:PDF(1.1MB)

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: MapReduce, hadoop, data locality, data skew, naive Bayes, bandwidth, job 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 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(5.4MB) | 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(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: MapReduce, resource-aware scheduling, skew 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 join, database system, MapReduce, multi-core CPU, cuckoo 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: index, quadtree, range query, MapReduce,
	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: SuperRack, MapReduce, results reusing, shared 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 algorithms, communication-optimal, Strassen's matrix multiplication, cloud computing, MapReduce,
	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: Hadoop, MapReduce, distributed computing, task scheduling, job 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 query, k-dominant skyline query, MapReduce, big 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 tracking, particle filter, 3D, MapReduce, GPGPU,
	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: MapReduce, Hadoop, OLAP, data warehouse, TPC-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: MapReduce, Hadoop, job 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-scale, house log, materialized view, high-speed and efficient data access, MapReduce, KVS, HBase,
	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 verification, computational integrity, MapReduce, open system, integrity 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 verification, mass data processing, MapReduce, trusted sampling, Merkle 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 computation, MapReduce, Hadoop, algorithm design, scheduling, grid computing, data locality, cloud computing, flowtime,
	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 query, parallel processing, MapReduce, adaptive 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-tolerance, MapReduce, load balance, key distribution,
	Summary \| Full Text:PDF(301KB)