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E-book
Author APPT (Symposium) (11th : 2015 : Jinan Shi, China)

Title Advanced parallel processing technologies : 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings / Yunji Chen, Paolo Ienne, Qing Ji (eds.)
Published Cham : Springer, 2015

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Description 1 online resource (ix, 117 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 9231
LNCS sublibrary. SL 1, Theoretical computer science and general issues
Lecture notes in computer science ; 9231. 0302-9743
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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
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; and distributed and cloud computing
Analysis computerwetenschappen
computer sciences
algoritmen
algorithms
computeranalyse
computer analysis
programmeertalen
programming languages
operating systems
computernetwerken
computer networks
software engineering
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Notes International conference proceedings
Includes author index
English
Online resource; title from PDF title page (SpringerLink, viewed August 20, 2015)
Subject Parallel processing (Electronic computers) -- Congresses
Parallel programming (Computer science) -- Congresses
Algorithms & data structures.
Network hardware.
Operating systems.
Programming & scripting languages: general.
Software Engineering.
Computers -- Programming -- Algorithms.
Computers -- Hardware -- Network Hardware.
Computers -- Operating Systems -- General.
Computers -- Programming Languages -- General.
Computers -- Software Development & Engineering -- General.
Parallel processing (Electronic computers)
Parallel programming (Computer science)
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Chen, Yunji, editor
Ienne, Paolo, editor.
Ji, Qing, editor
ISBN 9783319232164
3319232169
3319232150
9783319232157
Other Titles APPT 2015