Exploring Network Intelligence with DPI
t the Client
The client is a leading network solutions provider.
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
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
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.
- Platform: Hadoop
- File System: Hadoop Distributed File System
- Paradigm: MapReduce
- Database: MongoDB
- Machine Learning Tools: Mahout
- Language: R
- Big Data Tools: Lucene/SOLR, Flume
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