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Algorithms and Architectures for Parallel Processing

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Cover of 'Algorithms and Architectures for Parallel Processing'

Table of Contents

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    Book Overview
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    Chapter 1 COMBS: First Open-Source Based Benchmark Suite for Multi-physics Simulation Relevant HPC Research
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    Chapter 2 Efficient Sorting and Join on NVM-Based Hybrid Memory
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    Chapter 3 Parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs
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    Chapter 4 Procedure and Loop Level Speculative Parallelism Analysis in HPEC
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    Chapter 5 CTA: A Critical Task Aware Scheduling Mechanism for Dataflow Architecture
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    Chapter 6 An Adaptive Thread Partitioning Approach in Speculative Multithreading
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    Chapter 7 PMC-Based Dynamic Adaptive CPU and DRAM Power Modeling
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    Chapter 8 ParaCA: A Speculative Parallel Crawling Approach on Apache Spark
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    Chapter 9 A Multi-threaded Algorithm for Capacity Constrained Assignment over Road Networks
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    Chapter 10 A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierarchical Structure
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    Chapter 11 An Improved Heterogeneous Dynamic List Schedule Algorithm
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    Chapter 12 FastThetaJoin: An Optimization on Multi-way Data Stream $$\theta $$ θ -join with Range Constraints
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    Chapter 13 A Distributed Framework for Online Stream Data Clustering
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    Chapter 14 End-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks
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    Chapter 15 Broad Learning System with Proportional-Integral-Differential Gradient Descent
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    Chapter 16 Accelerating De Novo Assembler WTDBG2 on Commodity Servers
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    Chapter 17 Typing Everywhere with an EMG Keyboard: A Novel Myo Armband-Based HCI Tool
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    Chapter 18 Accelerating Pattern Matching on Intel Xeon Phi Processors
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    Chapter 19 Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores
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    Chapter 20 Performance Optimization for Feature Extraction Section of DeepChem
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    Chapter 21 Principal Component Analysis for Fingerprint Positioning
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    Chapter 22 Priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing
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    Chapter 23 VTC: A Scheduling Framework Between Soft Real-Time and Hard Real-Time on Multimedia OS
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    Chapter 24 A BSP Based Approach for NFAs Intersection
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    Chapter 25 Tight Bound of Parallel Request Latency for Erasure-Coded Distributed Storage System
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    Chapter 26 High-Performance Simulations on GPUs Using Adaptive Time Steps
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    Chapter 27 Performance Modeling of Stencil Computation on SW26010 Processors
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    Chapter 28 Optimizing B $$^+$$ + -Tree Searches on Coupled CPU-GPU Architectures
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    Chapter 29 OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs
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    Chapter 30 CANRT: A Client-Active NVM-Based Radix Tree for Fast Remote Access
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    Chapter 31 Distributed and Parallel Ensemble Classification for Big Data Based on Kullback-Leibler Random Sample Partition
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    Chapter 32 SWAF: A Distributed Solar WSN Adaptive Framework
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    Chapter 33 Formalizing and Verifying Decentralized Systems with Extended Concurrent Separation Logic
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    Chapter 34 PRIAG: P roximal R eweighted I ncremental A ggregated G radient Algorithm for Distributed Optimizations
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    Chapter 35 Decentralized Expectation Maximization Algorithm
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    Chapter 36 Towards a Deep-Pipelined Architecture for Accelerating Deep GCN on a Multi-FPGA Platform
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    Chapter 37 Linear Scalability from Sharding and PoS
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    Chapter 38 Tree2tree Structural Language Modeling for Compiler Fuzzing
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    Chapter 39 Research and Design of Distribution Equipment Health Early Warning System
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    Chapter 40 Parallel Processing Algorithms for the Vehicle Routing Problem and Its Variants: A Literature Review with a Look into the Future
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    Chapter 41 Multi-scaled Non-local Means Parallel Filters for Medical Image Denoising
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    Chapter 42 Optimized HybridSketch: More Efficient with Analysis and Algorithm
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    Chapter 43 An Overlapping Community Detection Algorithm Based on Triangle Reduction Weighted for Large-Scale Complex Network
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    Chapter 44 Parallel Belief Propagation Optimized by Coloring on GPUs
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    Chapter 45 A Multiplatform Parallel Approach for Lattice Sieving Algorithms
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    Chapter 46 Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study
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    Chapter 47 Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading
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    Chapter 48 A Greedy Heuristic Based Beacons Selection for Localization
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    Chapter 49 A Periodic Variable Star Observation System with High Accuracy Based on Star Sensors
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Title
Algorithms and Architectures for Parallel Processing
Published by
Springer International Publishing, November 2020
DOI 10.1007/978-3-030-60245-1
ISBNs
978-3-03-060244-4, 978-3-03-060245-1
Editors

Qiu, Meikang

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