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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 PAHDFS: Preference-Aware HDFS for Hybrid Storage
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    Chapter 2 Urban Traffic Congestion Prediction Using Floating Car Trajectory Data
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    Chapter 3 A Metadata Cooperative Caching Architecture Based on SSD and DRAM for File Systems
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    Chapter 4 Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data
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    Chapter 5 DBSCAN-M: An Intelligent Clustering Algorithm Based on Mutual Reinforcement
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    Chapter 6 An Effective Method for Gender Classification with Convolutional Neural Networks
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    Chapter 7 AQUAdex: A Highly Efficient Indexing and Retrieving Method for Astronomical Big Data of Time Series Images
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    Chapter 8 SAKMA: Specialized FPGA-Based Accelerator Architecture for Data-Intensive K-Means Algorithms
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    Chapter 9 HDCat: Effectively Identifying Hot Data in Large-Scale I/O Streams with Enhanced Temporal Locality
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    Chapter 10 LuBase: A Search-Efficient Hybrid Storage System for Massive Text Data
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    Chapter 11 Enhancing Parallel Data Loading for Large Scale Scientific Database
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    Chapter 12 Tradeoff Between the Price of Distributing a Database and Its Collusion Resistance Based on Concatenated Codes
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    Chapter 13 A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm
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    Chapter 14 SHDC: A Fast Documents Classification Method Based on Simhash
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    Chapter 15 Identification of Natural Images and Computer Generated Graphics Using Multi-fractal Differences of PRNU
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    Chapter 16 Feature Selection Method Based on Feature’s Classification Bias and Performance
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    Chapter 17 Enriching Document Representation with the Deviations of Word Co-occurrence Frequencies
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    Chapter 18 Big Data Analytics and Visualization with Spatio-Temporal Correlations for Traffic Accidents
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    Chapter 19 A Novel APP Recommendation Method Based on SVD and Social Influence
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    Chapter 20 SHB + -Tree: A Segmentation Hybrid Index Structure for Temporal Data
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    Chapter 21 Fusion-Cache: A Refactored Content-Aware Host-Side SSD Cache
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    Chapter 22 A Novel Storing and Accessing Method of Traffic Incident Video Based on Spatial-Temporal Analysis
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    Chapter 23 Arbitrary-Length Jacket-Haar Transforms
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    Chapter 24 Circulant Euler-Jacket Transform and Its Applications Based on Fast Algorithm
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    Chapter 25 Deadline-Oriented Task Scheduling for MapReduce Environments
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    Chapter 26 Bitwise Data Parallelism with LLVM: The ICgrep Case Study
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    Chapter 27 Parallel Bloom Filter on Xeon Phi Many-Core Processors
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    Chapter 28 A List Scheduling Algorithm for DAG-Based Parallel Computing Models
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    Chapter 29 One-to-One Disjoint Path Covers on Mesh
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    Chapter 30 Parallel Computing Method for HRV Time-Domain Based on GPU
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    Chapter 31 Accelerated Steiner Tree Problem Solving on GPU with CUDA
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    Chapter 32 Self-Timed Periodic Scheduling of Data-Dependent Tasks in Embedded Streaming Applications
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    Chapter 33 A Novel Concurrent Generalized Deadlock Detection Algorithm in Distributed Systems
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    Chapter 34 BiTEM: A Two-Tier Energy Efficient Resource Management Framework for Real-Time Tasks in Clusters
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    Chapter 35 Multitask Oriented GPU Resource Sharing and Virtualization in Cloud Environment
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    Chapter 36 Solving Large Graph Problems in MapReduce-Like Frameworks via Optimized Parameter Configuration
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    Chapter 37 A Dynamic Extension and Data Migration Method Based on PVFS
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    Chapter 38 Fast 3-Point Correlation Function Approximation on GPU
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    Chapter 39 Efficient Scheduling with Intensive In-Memory File Accesses Considering Bandwidth Constraint on Memory Bus
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    Chapter 40 GPU-Accelerated Algorithm for Fast Computation of Biomolecular Isotopic Envelopes
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    Chapter 41 Cost-Efficient and Scalable Multicast Tree in Software Defined Networking
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    Chapter 42 Parallel Data Regeneration Based on Multiple Trees with Network Coding in Distributed Storage System
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    Chapter 43 Maximize Throughput Scheduling and Cost-Fairness Optimization for Multiple DAGs with Deadline Constraint
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    Chapter 44 Unified Multi-constraint and Multi-objective Workflow Scheduling for Cloud System
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    Chapter 45 Bi-objective Optimization Genetic Algorithm of the Energy Consumption and Reliability for Workflow Applications in Heterogeneous Computing Systems
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    Chapter 46 PE-TLD: Parallel Extended Tracking-Learning-Detection for Multi-target Tracking
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    Chapter 47 Partitioning of Hypergraph Modeled Complex Networks Based on Information Entropy
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    Chapter 48 Improving Performance of Floating Point Division on GPU and MIC
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    Chapter 49 UniDegree: A GPU-Based Graph Representation for SSSP
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    Chapter 50 MTTF-Aware Reliability Task Scheduling for Heterogeneous Multicore System
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Algorithms and Architectures for Parallel Processing
Published by
Springer International Publishing, November 2015
DOI 10.1007/978-3-319-27122-4
978-3-31-927121-7, 978-3-31-927122-4

Wang, Guojun, Zomaya, Albert, Martinez, Gregorio, Li, Kenli

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Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Professor 2 40%
Student > Ph. D. Student 1 20%
Professor > Associate Professor 1 20%
Unknown 1 20%
Readers by discipline Count As %
Computer Science 3 60%
Unknown 2 40%