CIGNEX Confidential Extract & Collect CMP | MPE | MRA | PCRF Nagios (System Monitoring & Administration 47 Data Analysis for Decision Making Business Need: Collect, aggregate & analyze telecom call data records for making business decisions/ marketing promotion plans Software Company US-based company specialized in analyzing streaming data & data at rest for telecoms Benefits • Analytics enabling data-drive business decisions Key Features: • Dashboard • ~10TB data maintained in cluster • ~500GB data processed every hour • ~ 70 files loaded /processed per hour • Multi node InfiniDB cluster holding ~250GB aggregated data • UI queries with 10-15 secs responsiveness Ingest & Process Aggregate Analyze & Decide Apache Tomcat Hadoop HDFS Map Redu

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