Database Systems for Advanced Applications - Info and Reading Options

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Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- Big Data -- Accelerating Real-Time Tracking Applications over Big Data Stream with Constrained Space -- 1 Introduction -- 2 Approach Overview -- 2.1 Problem Statement -- 2.2 Design Principle -- 3 Approach Design -- 3.1 Software Architecture -- 3.2 Composed Sampling Strategies -- 3.3 Compression -- 4 Analysis -- 5 Experimental Evaluation -- 6 Related Work -- 7 Conclusion -- References -- A Frequency Scaling Based Performance Indicator Framework for Big Data Systems -- 1 Introduction -- 2 Related Work -- 3 Methodology for Building a Comparable Performance Indicator Framework -- 3.1 Problem Formulization -- 3.2 Performance Indicator Definition -- 4 Experimental Method -- 4.1 Cluster Setup -- 4.2 Running Mode -- 5 Experimental Results and Analysis -- 5.1 CPU Impact Analysis -- 5.2 Memory Impact Analysis -- 5.3 Disk Impact Analysis -- 5.4 Network Impact Analysis -- 5.5 Inaccuracy of Time Blocked White-Box Method -- 6 Discussion -- 7 Summary -- References -- A Time-Series Sockpuppet Detection Method for Dynamic Social Relationships -- 1 Introduction -- 2 Related Work -- 2.1 Verbal Features -- 2.2 Non-verbal Behavior -- 2.3 Network Structure -- 3 Time-Series Social Relationship -- 4 Sockpuppet Detection Method for Dynamic Social Relationships -- 4.1 Graph Construction -- 4.2 Interaction Graph with Time Series -- 4.3 Graph Similarity with Dynamic Social Relationship -- 4.4 Efficiency -- 5 Experiment and Results -- 5.1 Data Collection and Analysis -- 5.2 Experimental Design -- 5.3 Performance Evaluation Comparison -- 5.4 Parameter Analysis -- 5.5 Literature Comparison -- 6 Conclusion -- References -- Accelerating Hybrid Transactional/Analytical Processing Using Consistent Dual-Snapshot -- 1 Introduction -- 1.1 true-HTAP -- 1.2 Loose-Form HTAP -- 1.3 Motivation

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