Big Data Analytics for Internet of Things

Index

a

• analysis, IoT 117
• Apache HBase 222
• Apache Spark 221–222
• Apache Storm 222
• artificial intelligence (AI) 43, 48, 50, 144
• artificial neural network (ANN) 48, 49, 106
• artificial reasoning tools (ART) 48–50
• association rule mining 324
• Atos Codex 125
• attribute‐based encryption (ABE) 274
• autoencoders (AE) 153–154
• automatic license plate recognition (ALPR) 232–233
• AWS IoT analytics 125–126, 130

b

• backpropagation through time (BPTT) 160
• bagging see bootstrap aggregating
• BERT 45–46
• big data 8
  • data journalism
    • BBC big data 340, 342
    • guardian data blog 342–343
    • Indian scenario 345–346
    • Internet of Things 346–347
    • media impact on 347–348
    • wikileaks 344
    • World Economic Forum 344–345
  • finance
    • financial markets 358–359
    • financial services 359–360
    • internet finance 359
    • other financial issues 360
• big data analytics (BDA) 351
  • business intelligence analytics 322–323
  • challenges in 324–325
  • IoT systems 169–171
  • massive analytics 323
  • memory‐level analytics systems 322
  • methods 324
  • off‐line analytics systems 322
  • personalization 168–169
  • real‐time analytical systems 322
• binary prediction technique 136–137
• bootstrap aggregating 102–103
• business intelligence (BI) analytics 322–323
• business, personalization for 172

c

• canonical correlation analysis (CCA) 107
• canonical hyperplane 100
• category prediction technique 137
• Character Generator Protocol (CHARGEN) 296
• city architecture, smart cities
  • city assets and human resources 192
  • environmental pollution management 192
  • power distribution and management  ...