Exploring Network Intelligence with DPI

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Exploring Network Intelligence with DPI

About the Client

The client is a leading network solutions provider.

Business need

The customer wanted ALTEN Calsoft Labs to do the following:

  • Scale infinitely for serving millions of access points at the same time
  • Provide a scalable storage to host the statistics generated by all the Wi-Fi Aps

Solution delivered

ALTEN Calsoft Labs’ expert team of Analytics did the following to deliver the requested service on-time and within budget.

  • Built a Data Ingestion layer with Flume
  • Virtualized Hadoop platform for Big Data storage
  • Processed in a private data centre on VMware EXSI servers
  • Integrated it with Data modelling layer with Mahout and R

Business benefits

Hadoop platform is an open source platform, ability to run on commodity hardware with scalability and high availability at its core, offers the client to store and process massive data sets in a clustered environment.

Technology stack

  • Platform: Hadoop
  • File System: Hadoop Distributed File System
  • Paradigm: MapReduce
  • Database: MongoDB
  • Machine Learning Tools: Mahout
  • Language: R
  • Big Data Tools: Lucene/SOLR, Flume
  • JavaScript: Node.js, D3.js

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