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TABLE OF CONTENTS
Issue No. 04 - April (vol. 28)
ISSN: 1045-9219

A Parallel Random Forest Algorithm for Big Data in a Spark Cloud Computing Environment (Abstract)

Jianguo Chen , College of Computer Science and Electronic Engineering, Hunan University, National Supercomputing Center in Changsha, Hunan, Changsha, China
Kenli Li , College of Computer Science and Electronic Engineering, Hunan University, National Supercomputing Center in Changsha, Hunan, Changsha, China
Zhuo Tang , College of Computer Science and Electronic Engineering, Hunan University, National Supercomputing Center in Changsha, Hunan, Changsha, China
Kashif Bilal , Qatar University, Doha, Qatar
Shui Yu , School of Information Technology, Deakin University, Melbourne, Vic., Australia
Chuliang Weng , School of Computer Science and Software Engineering, Institute for Data Science and Engineering, East China Normal University, Shanghai, China
Keqin Li , College of Computer Science and Electronic Engineering, Hunan University, National Supercomputing Center in Changsha, Hunan, Changsha, China
pp. 919-933

Aggregating Uncertain Incast Transfers in BCube-Like Data Centers (Abstract)

Deke Guo , School of Computer Science and Technology, Tianjin University, Tianjin, China
pp. 934-946

Application Scheduling, Placement, and Routing for Power Efficiency in Cloud Data Centers (Abstract)

Aissan Dalvandi , Department of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore
Mohan Gurusamy , Department of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore
Kee Chaing Chua , Department of Electrical and Computer Engineering, National University of Singapore (NUS), Singapore
pp. 947-960

Design and Implementation of a Communication-Optimal Classifier for Distributed Kernel Support Vector Machines (Abstract)

Yang You , Computer Science Division, UC Berkeley, CA
James Demmel , Computer Science Division, UC Berkeley, CA
Kent Czechowski , College of Computing, Georgia Tech, GA
Le Song , College of Computing, Georgia Tech, GA
Rich Vuduc , College of Computing, Georgia Tech, GA
pp. 974-988

Distributed Shortcut Networks: Low-Latency Low-Degree Non-Random Topologies Targeting the Diameter and Cable Length Trade-Off (PDF)

Nguyen T. Truong , Graduate University for Advanced Studies (SOKENDAI), Hayama, Kanagawa Prefecture, Japan
Ikki Fujiwara , National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, Japan
Michihiro Koibuchi , National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, Japan
Khanh-Van Nguyen , Ha Noi University of Science and Technology, 1 Dai Co Viet Road, Ha Noi, Viet Nam
pp. 989-1001

Dynamic Service Placement for Mobile Micro-Clouds with Predicted Future Costs (Abstract)

Shiqiang Wang , IBM T. J. Watson Research Center, Yorktown Heights, NY, United States
Rahul Urgaonkar , Amazon Inc., Seattle, WA
Ting He , School of Electrical Engineering and Computer Science, Pennsylvania State University, University Park, PA, United States
Kevin Chan , Army Research Laboratory, Adelphi, MD
Murtaza Zafer , Nyansa Inc., Palo Alto, CA
Kin K. Leung , Department of Electrical and Electronic Engineering, Imperial College London, London, United Kingdom
pp. 1002-1016

EAFR: An Energy-Efficient Adaptive File Replication System in Data-Intensive Clusters (Abstract)

Yuhua Lin , Department of Electrical and Computer Engineering, Clemson University, Clemson, SC
Haiying Shen , Department of Computer Science, University of Virginia, Charlottesville, VA
pp. 1017-1030

Edge Provisioning with Flexible Server Placement (Abstract)

Hao Yin , Research Institute of Information Technology, Tsinghua University, Beijing, China
Xu Zhang , Research Institute of Information Technology, Tsinghua University, Beijing, China
Hongqiang H. Liu , Mobility and Networking Research Group, Microsoft Research, Redmond, WA
Yan Luo , Department of Electrical and Computer Engineering, University of Massachusetts Lowell, Lowell, MA
Chen Tian , State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China
Shuoyao Zhao , Research Institute of Information Technology, Tsinghua University, Beijing, China
Feng Li , Research Institute of Information Technology, Tsinghua University, Beijing, China
pp. 1031-1045

ExCCC-DCN: A Highly Scalable, Cost-Effective and Energy-Efficient Data Center Structure (Abstract)

Zhen Zhang , Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Yuhui Deng , Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Geyong Min , College of Engineering, Mathematics, and Physical Sciences, University of Exeter, Exeter, United Kingdom
Junjie Xie , Department of Computer Science, Jinan University, Guangzhou, Guangdong, China
Shuqiang Huang , Network and Educational Technology Center, Jinan University, Guangzhou, Guangdong, China
pp. 1046-1060

Feedback-Control & Queueing Theory-Based Resource Management for Streaming Applications (Abstract)

Rafael Tolosana-Calasanz , Departamento de Informática e Ingeniería de Sistemas, Universidad de Zaragoza, Zaragoza, Spain
Javier Diaz-Montes , Rutgers Discovery Informatics Institute, Rutgers University, New Brunswick, NJ
Omer F. Rana , School of Computer Science & Informatics, Cardiff University, Cardiff, United Kingdom
Manish Parashar , Rutgers Discovery Informatics Institute, Rutgers University, New Brunswick, NJ
pp. 1061-1075

GroupTrust: Dependable Trust Management (Abstract)

Xinxin Fan , School of Software Technology, Dalian University of Technology, Dalian, China
Ling Liu , College of Computing, Georgia Institute of Technology, Atlanta, GA
Mingchu Li , School of Software Technology, Dalian University of Technology, Dalian, China
Zhiyuan Su , State Key Laboratory of High-end Server & Storage Technology, Jinan, China
pp. 1076-1090

H-PARAFAC: Hierarchical Parallel Factor Analysis of Multidimensional Big Data (Abstract)

Dan Chen , State Key Lab of Software Engineering, Wuhan University, Wuhan, China
Yangyang Hu , School of Computer Science, University of California Riverside, Riverside, CA
Lizhe Wang , School of Computer Science, China University of Geosciences, Wuhan, China
Albert Y. Zomaya , School of Information Technologies, University of Sydney, Sydney, NSW, Australia
Xiaoli Li , National Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
pp. 1091-1104

Hybrid Energy Storage with Supercapacitor for Cost-Efficient Data Center Power Shaving and Capping (Abstract)

Wenli Zheng , Ohio State University, Columbus, OH
Kai Ma , Ohio State University, Columbus, OH
Xiaorui Wang , Ohio State University, Columbus, OH
pp. 1105-1118

New Model-Based Methods and Algorithms for Performance and Energy Optimization of Data Parallel Applications on Homogeneous Multicore Clusters (Abstract)

Alexey Lastovetsky , School of Computer Science, University College Dublin, Belfield, Dublin 4, Ireland
Ravi Reddy Manumachu , School of Computer Science, University College Dublin, Belfield, Dublin 4, Ireland
pp. 1119-1133

Optimal Symbiosis and Fair Scheduling in Shared Cache (Abstract)

Xiameng Hu , Peking University, Beijing, China
Xiaolin Wang , Peking University, Beijing, China
Yechen Li , Peking University, Beijing, China
Yingwei Luo , Peking University, Beijing, China
Chen Ding , University of Rochester, Rochester, NY
Zhenlin Wang , Michigan Technological University, Houghton, MI
pp. 1134-1148

Optimizing Graph Processing on GPUs (Abstract)

Wenyong Zhong , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Jianhua Sun , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Hao Chen , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Jun Xiao , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Zhiwen Chen , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Chang Cheng , College of Computer Science and Electronic Engineering, Hunan University, ChangshaChina
Xuanhua Shi , School of Computers, Huazhong University of Science and Technology, Wuhan, China
pp. 1149-1162

PLAN: Joint Policy- and Network-Aware VM Management for Cloud Data Centers (Abstract)

Lin Cui , Department of Computer Science, Jinan University, Guangzhou, China
Fung Po Tso , Department of Computer Science, Liverpool John Moores University, Liverpool, United Kingdom
Dimitrios P. Pezaros , School of Computing Science, University of Glasgow, Glasgow, United Kingdom
Weijia Jia , Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China
Wei Zhao , Department of Computer and Information Science, University of Macau, Macau, SAR, China
pp. 1163-1175

Privacy-Aware Scheduling SaaS in High Performance Computing Environments (Abstract)

Shaghahyegh Sharif , Center for Distributed and High Performance Computing, School of Information Technologies, Australia and ICT Cloud Research Group, CSIRO, The University of Sydney, Sydney, Armidale, NSW, NSW, Australia
Paul Watson , Newcastle University, Newcastle upon Tyne, England
Javid Taheri , Karlstad University, Karlstad, Sweden
Surya Nepal , CSIRO, Armidale, NSW, Australia
Albert Y. Zomaya , University of Sydney, Sydney, NSW, Australia
pp. 1176-1188

Semi-Online Algorithms for Computational Task Offloading with Communication Delay (Abstract)

Jaya Prakash Champati , Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada
Ben Liang , Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada
pp. 1189-1201

Using MinMax-Memory Claims to Improve In-Memory Workflow Computations in the Cloud (Abstract)

Shuibing He , State Key Laboratory of Software Engineering, Computer School, Wuhan University, Luojiashan, Wuhan, Hubei, China
Yang Wang , Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Xueyuan Blvd. 1068, Shenzhen, China
Xian-He Sun , Department of Computer Science, Illinois Institute of Technology, Chicago, IL
Chengzhong Xu , Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
pp. 1202-1214

VarCatcher: A Framework for Tackling Performance Variability of Parallel Workloads on Multi-Core (Abstract)

Weihua Zhang , Software SchoolShanghai Key Laboratory of Data Science
Xiaofeng Ji , Software SchoolShanghai Key Laboratory of Data Science
Bo Song , Software SchoolShanghai Key Laboratory of Data Science
Shiqiang Yu , Software SchoolShanghai Key Laboratory of Data Science
Haibo Chen , Institute of Parallel and Distributed Systems, Shanghai Jiaotong University, Shanghai, China
Tao Li , Department of Electrical and Computer Engineering, University of Florida, FL
Pen-Chung Yew , Department of Computer Science and Engineering, University of Minnesota, Twin Cities, MN
Wenyun Zhao , Shanghai Key Laboratory of Data Science School of Computer Science
pp. 1215-1228
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