Page 226 - Building Big Data Applications
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226   Index


             Q                                            data and agile API, 154e155
             Quarks, 87e88                                data application, 146
             Query Compiler, Hive architecture, 50        data block layout, 145, 146f
                                                          data lake, 147
             R                                            descriptive analytics, 152e153
             Rail APIs, 155                               hospitality industry and big data
             Random Partitioner, 67                        customer categorization, 151
             Relational database management system         personalized service, 151e152
                   (RDBMS), 18f                            social media, 152
             Replica placement strategy, 62                yield management, 152
             Replication factor, 62                       innovation, 147e148
             Reporting metadata, 161                      Mac versus Windows price strategy, 147
             Representational State Transfer (RESTful)    neural network and machine learning-
                   application programming interfaces        driven applications, 147e148
                   (APIs), 80                             niche targeting and selling propositions,
             ResourceManager (RM), 35e36                     150
             Retail and consumer banking, 132e133         operational and raw data analytics, 146
                                                          optimized disruption management,
             S                                               149e150
             Scalyr, 189                                  personalized services, 146
             Scientific research applications. See         predictive analytics, 153e154
                   European Council for Nuclear           prescriptive analytics, 153
                   Research (CERN)                        real-time conversion optimization, 149
             Sensor data analytics, 14                    San Francisco airport, 148
             Service for web-based analysis (SWAN), 93    Schiphol airport, 148
             Smart cars, 11e12                            sentiment analysis, 150
             Smart health monitoring, 12                  smart social media listening, 150
             Smart meters, 121e122                      Travel intelligence APIs, 155
             Smart thermostats, 11                      Travel record APIs, 155
             Snort, 185                                 Tuple-at-a-time processing, 102e103
             Splunk, 186
             Sqoop, 55e57                               U
             Stackify Retrace, 187e188                  USA Patriot Act, 211
             Storyboard development, 175
             Sumo Logic, 186                            V
             Supervisor, 188                            Vagrant, 185
                                                        Visualization and storyboarding. See Data
             T                                               storyboard
             Technical metadata, 159                      analytics visualization, 116e117, 117f
             Textual processing engine, 6                 big data applications
             Timestamp, 61                                 algorithm implementation, 124
             Train APIs, 155                               application-specific requirements, 118
             Travel and tourism industry applications      audit trails and logs, 119
               annual revenue, 145                         big data platform, 123
               computing platforms, 145                    corporate data, 117e118
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