High-Performance Computing and Big Data Analysis

Table of Contents

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   Book Overview
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   Chapter 1 Providing RS Participation for Geo-Distributed Data Centers Using Deep Learning-Based Power Prediction
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   Chapter 2 Event Detection in Twitter Big Data by Virtual Backbone Deep Learning
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   Chapter 3 Privacy Preserved Decentralized Deep Learning: A Blockchain Based Solution for Secure AI-Driven Enterprise
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   Chapter 4 Unsupervised Deep Learning for Conflict Resolution in Big Data Analysis
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   Chapter 5 Smart Recommendation System Based on Understanding User Behavior with Deep Learning
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   Chapter 6 Genome of Human-Enabled Big Data Analytics
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   Chapter 7 A Distributed Method Based on Mondrian Algorithm for Big Data Anonymization
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   Chapter 8 An Ensemble Angle-Based Outlier Detection for Big Data
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    Chapter 9 Big Data Analytics Help Prevent Adolescents Suicide: An Introduction to Mindpal
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    Chapter 10 The Merits of Bitset Compression Techniques for Mining Association Rules from Big Data
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    Chapter 11 Distributed-to-Centralized Data Management Through Data LifeCycle Models for Zero Emission Neighborhoods
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    Chapter 12 Analytical Comparison of Virtual Machine and Data Placement Algorithms for Big Data Applications Based on Cloud Computing
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    Chapter 13 A Survey on Load Balancing in Cloud Systems for Big Data Applications
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    Chapter 14 A Comprehensive Fog-Enabled Architecture for IoT Platforms
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    Chapter 15 The Effect of Internet of Things on E-Business and Comparing Friedman’s Results with Factor Analysis (Case Study: Business in Online Stores Member of Iranian E-Mail Symbol)
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    Chapter 16 Internet of Things and Iranian Companies; An Empirical Survey from Industrial Market Perspective
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    Chapter 17 Modeling and Performance Evaluation of Map Layer Loading in Mobile Edge Computing Paradigm
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    Chapter 18 Extracting Effective Features for Descriptive Analysis of Household Energy Consumption Using Smart Home Data
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    Chapter 19 A Partitioning Scheme to Route X-Folded TM Topology Deadlock-Free
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    Chapter 20 An Overview on Technical Characteristics of Blockchain Platforms
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    Chapter 21 Optimal Weight Design for Decentralized Consensus-Based Large-Scale Data Analytics over Internet of Things
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    Chapter 22 Automatic Twitter Rumor Detection Based on LSTM Classifier
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    Chapter 23 Density-Based Clustering by Double-Bit Quantization Hashing
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    Chapter 24 Representing Unequal Data Series in Vector Space with Its Application in Bank Customer Clustering
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    Chapter 25 Multi-modal Emotion Analysis for Chatbots
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    Chapter 26 A New Encoding Method for Graph Clustering Problem
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    Chapter 27 A Parallel and Improved Quadrivalent Quantum-Inspired Gravitational Search Algorithm in Optimal Design of WSNs
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    Chapter 28 Weakly Supervised Learning Technique for Solving Partial Differential Equations; Case Study of 1-D Reaction-Diffusion Equation
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    Chapter 29 A Parallel Hybrid Genetic Algorithm for Solving the Maximum Clique Problem
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    Chapter 30 Using RNN to Predict Customer Behavior in High Volume Transactional Data
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    Chapter 31 Performing Software Test Oracle Based on Deep Neural Network with Fuzzy Inference System
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    Chapter 32 On a Novel Algorithm for Digital Resource Recommender Systems
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    Chapter 33 Accelerating Decoding Step in Image Captioning on Smartphones
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    Chapter 34 Scalable Performance Modeling and Evaluation of MapReduce Applications
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    Chapter 35 Performance Improvement of Multimedia Kernels Using Data- and Thread- Level Parallelism on CPU Platform
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    Chapter 36 A Parallel Algorithm for Eukaryotic Promoter Recognition
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    Chapter 37 A Novel Critical-Path Based Scheduling Algorithm for Stochastic Workflow in Distributed Computing Systems
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    Chapter 38 Toward Quantum Photonic Computers; Thinking May Not Be Realized by Digital Computers
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    Chapter 39 Quantum Advantage by Relational Queries About Equivalence Classes