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Encyclopedia of Big Data Technologies

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Cover of 'Encyclopedia of Big Data Technologies'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    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
  49. Altmetric Badge
    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
  58. Altmetric Badge
    Chapter 197 Samza
  59. Altmetric Badge
    Chapter 207 Advancements in YARN Resource Manager
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    Chapter 209 Graph Data Integration and Exchange
  61. Altmetric Badge
    Chapter 210 Historical Graph Management
  62. Altmetric Badge
    Chapter 215 Graph Query Processing
  63. Altmetric Badge
    Chapter 217 Indexing
  64. Altmetric Badge
    Chapter 219 Query Processing: Joins
  65. Altmetric Badge
    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
  72. Altmetric Badge
    Chapter 269 Python
  73. Altmetric Badge
    Chapter 272 Parallel Graph Processing
  74. Altmetric Badge
    Chapter 273 Feature Learning from Social Graphs
  75. Altmetric Badge
    Chapter 276 Big Data Enables Labor Market Intelligence
  76. Altmetric Badge
    Chapter 290 Security and Privacy Aspects of Semantic Data
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    Chapter 306 Scala
  78. Altmetric Badge
    Chapter 312 Graph Partition
  79. Altmetric Badge
    Chapter 313 Ontologies for Big Data
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    Chapter 324 Graph Visualization
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    Chapter 325 Influence Analytics in Graphs
Attention for Chapter: Conflict-Free Replicated Data Types CRDTs
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