Advanced Parallel Processing Technologies

Name: Advanced Parallel Processing Technologies | 11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings
Brand: Springer
Price: 42.79 EUR
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11th International Symposium, APPT 2015, Jinan, China, August 20-21, 2015, Proceedings

Yunji Chen Paolo Ienne Qing Ji(Editor)

Springer (Publisher)

Published on 14. August 2015

IX, 117 pages

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978-3-319-23216-4 (ISBN)

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Content

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 Design
3.1 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 Scheme
4 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 Work
2.1 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 Analysis
4.3 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
1 Introduction
2 Our Approach
2.1 The Dataset
2.2 Our CDBN Model
2.3 Online Tracking
3 Theoretical Analysis and Experimental Evaluation
3.1 Baseline
3.2 Implementation Details
3.3 Theoretical Analysis of Convolutional vs. Fully Connected Layer
3.4 Experiment Evaluations
4 Conclusion
References
Author Index

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Advanced Parallel Processing Technologies

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