Table of Contents

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   Book Overview
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   Chapter 3 Data Cleaning
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   Chapter 8 Data Profiling
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   Chapter 13 Integration-Oriented Ontology
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   Chapter 17 Privacy-Preserving Record Linkage
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   Chapter 18 Probabilistic Data Integration
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   Chapter 20 Schema Mapping
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   Chapter 26 Big Data in Computer Network Monitoring
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   Chapter 29 Big Data in Cultural Heritage
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    Chapter 30 Big Data and Recommendation
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    Chapter 37 Apache Spark
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    Chapter 39 Big Data Architectures
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    Chapter 41 Big Data and Fog Computing
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    Chapter 43 Orchestration Tools for Big Data
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    Chapter 44 Distributed File Systems
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    Chapter 45 Network-Level Support for Big Data Computing
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    Chapter 46 Mobile Big Data: Foundations, State of the Art, and Future Directions
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    Chapter 52 Inverted Index Compression
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    Chapter 53 Compressed Indexes for Repetitive Textual Datasets
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    Chapter 57 Computing the Cost of Compressed Data
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    Chapter 58 Similarity Sketching
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    Chapter 59 Degrees of Separation and Diameter in Large Graphs
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    Chapter 70 Streaming Big Spatial Data
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    Chapter 71 Linked Geospatial Data
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    Chapter 74 Graph Pattern Matching
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    Chapter 76 Linked Data Management
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    Chapter 77 Graph Invariants
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    Chapter 78 Visual Graph Querying
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    Chapter 79 Graph Generation and Benchmarks
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    Chapter 80 Graph Exploration and Search
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    Chapter 83 Databases as a Service
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    Chapter 87 Event Log Cleaning for Business Process Analytics
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    Chapter 88 Automated Process Discovery
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    Chapter 103 Streaming Process Discovery and Conformance Checking
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    Chapter 112 End-to-End Benchmark
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    Chapter 116 CRUD Benchmarks
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    Chapter 124 System Under Test
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    Chapter 125 Auditing
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    Chapter 131 YCSB
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    Chapter 134 Benchmark Harness
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    Chapter 137 Workflow Systems for Big Data Analysis
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    Chapter 140 Big Data Analysis for Smart City Applications
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    Chapter 141 Energy Efficiency in Big Data Analysis
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    Chapter 143 Performance Evaluation of Big Data Analysis
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    Chapter 144 Apache Mahout
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    Chapter 147 Cheap Data Analytics on Cold Storage
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    Chapter 149 Robust Data Partitioning
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    Chapter 151 Incremental Approximate Computing
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    Chapter 157 Sliding-Window Aggregation Algorithms
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    Chapter 161 Big Data in Network Anomaly Detection
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    Chapter 180 Geo-Scale Transaction Processing
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    Chapter 181 Weaker Consistency Models/Eventual Consistency
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    Chapter 182 Coordination Avoidance
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    Chapter 184 Transactions in Massively Multiplayer Online Games
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    Chapter 186 Geo-Replication Models
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    Chapter 187 Apache SystemML
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    Chapter 194 Adaptive Windowing
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    Chapter 197 Samza
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    Chapter 207 Advancements in YARN Resource Manager
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    Chapter 209 Graph Data Integration and Exchange
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    Chapter 210 Historical Graph Management
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    Chapter 215 Graph Query Processing
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    Chapter 217 Indexing
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    Chapter 219 Query Processing: Joins
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    Chapter 220 Query Processing – k NN
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    Chapter 221 Spatiotemporal Data: Trajectories
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    Chapter 224 Using Big Spatial Data for Planning User Mobility
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    Chapter 229 Semantic Interlinking
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    Chapter 232 Keyword Attacks and Privacy Preserving in Public-Key-Based Searchable Encryption
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    Chapter 237 Data Provenance for Big Data Security and Accountability
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    Chapter 265 BSP Programming Model
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    Chapter 269 Python
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    Chapter 272 Parallel Graph Processing
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    Chapter 273 Feature Learning from Social Graphs
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    Chapter 276 Big Data Enables Labor Market Intelligence
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    Chapter 290 Security and Privacy Aspects of Semantic Data
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    Chapter 306 Scala
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    Chapter 312 Graph Partition
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    Chapter 313 Ontologies for Big Data
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    Chapter 324 Graph Visualization
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    Chapter 325 Influence Analytics in Graphs