Advanced parallel processing technologies : 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings (eBook, 2015) [WorldCat.org]
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Advanced parallel processing technologies : 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings

Author: Yunji Chen; Paolo Ienne; Qing Ji
Publisher: Cham : Springer, 2015.
Series: Lecture notes in computer science, 9231.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the proceedings of the 11th International Symposium on Advanced Parallel Processing Technologies, APPT 2015, held in Jinan, China, in August 2015. The 8 papers presented in this volume were carefully reviewed and selected from 24 submissions. They deal with the recent advances in big data processing; parallel architectures and systems; parallel software; parallel algorithms and applications;  Read more...
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Details

Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Printed edition:
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yunji Chen; Paolo Ienne; Qing Ji
ISBN: 9783319232164 3319232169 3319232150 9783319232157
OCLC Number: 918984279
Language Note: English.
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource (ix, 117 pages) : illustrations
Contents: Intro; Preface; Organization; Contents; Improving Memory Access Performance of In-Memory Key-Value Store Using Data Prefetching Techniques; 1 Introduction; 2 Background and Motivation; 3 Prefetching Architecture Design; 3.1 Structure Overview; 3.2 Index Range Register (IRR); 3.3 Prefetching Address Control Unit (PACU); 3.4 Prefetching Size Control Unit (PSCU); 4 Evaluation; 4.1 Experiment Setup; 4.2 Experiment Results; 5 Related Work; 6 Conclusion; References; DDC: Distributed Data Collection Framework for Failure Prediction in Tianhe Supercomputers; Abstract; 1 Introduction; 2 Related Work 3 The DDC Design3.1 Tianhe Supercomputer Series; 3.2 Multiple Data Sources Combined Prediction Model; 3.3 An Overview of the DDC Design; 4 Evaluation; 4.1 Hardware Status Data; 4.2 Compute Node Running Status Data; 4.3 ES Collector Overhead; 4.4 RS Collector Overhead; 5 Conclusions and Future Work; Acknowledgments; References; Optimizing the MapReduce Framework for CPU-MIC Heterogeneous Cluster; 1 Introduction; 2 Background; 2.1 Intel MIC Architecture; 2.2 MapReduce; 3 Design and Implementation; 3.1 The Overall Framework; 3.2 SIMD Friendly Map; 3.3 Pipelined Reduce 3.4 Memory Management Scheme4 Experimental Evaluation; 4.1 Experimental Setup; 4.2 Benchmark Implementation; 4.3 Experimental Results; 5 Conclusion and Future Work; References; Stable Matching Scheduler for Single-ISA Heterogeneous Multi-core Processors; Abstract; 1 Introduction; 2 Related Work; 3 Stable Matching Scheduler; 3.1 Scheduler Algorithm; 3.2 Predction Model; 4 Experiments and Results; 4.1 Experimental Methodology; 4.2 Results and Analysis; 5 Conclusion and FutureWork; References; RPECA-Rumor Propagation Based Eventual Consistency Assessment Algorithm; Abstract; 1 Introduction 2 Related Work2.1 Eventual Consistency; 2.2 Rumor Propagation and Complex Network; 3 Hypothesis and Math; 4 Numerical Results; 4.1 Small-World Networks; 4.2 SF Networks; 4.3 Time-Complexity in Different Networks; 5 Conclusion; Acknowledgments; References; Efficient Implementation of MIPS Code Generator for the IonMonkey JavaScript Compiler; Abstract; 1 Introduction; 2 Related Work; 2.1 Nitro's MacroAssembler; 2.2 Hierarchy of IonMonkey; 3 Porting; 3.1 Double-Layer Cross Platform; 3.2 Patch; 3.3 Jump Source Chain; 3.4 ABI; 3.5 Truncate; 4 Optimization; 4.1 Short-Distance Jump 4.2 Range Analysis4.3 Peephole Optimization; 4.4 Compiler Parameter Tuning; 5 Evaluation; 5.1 Correctness; 5.2 Performance; 6 Conclusions; References; Effects of Quenched Disorder on Liquid Crystal: A Simulation of Rough Cylinder Confinement; Abstract; 1 Introduction; 2 Models and Simulation Details; 2.1 Description of Models; 2.2 Model Construction; 2.3 Simulation Details; 3 Results and Discussion; 3.1 Orientational Order; 3.2 Translational Order; 3.3 Diffusion; 3.4 Rotation; 4 Conclusion; Acknowledgements; References; Visual Tracking Based on Convolutional Deep Belief Network
Series Title: Lecture notes in computer science, 9231.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Other Titles: APPT 2015
Responsibility: Yunji Chen, Paolo Ienne, Qing Ji (eds.).

Abstract:

This book constitutes the proceedings of the 11th International Symposium on Advanced Parallel Processing Technologies, APPT 2015, held in Jinan, China, in August 2015. They deal with the recent  Read more...

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