An approach to enhance the network capacity measures based on the correlation between the customer's data usage on the network and location change of customers using near real-time big data architecture.

In this analysis, I will use a model analogy to heat flow and mathematically represent the network in a similar approach.

Moreover, we will go through the modelling in partial differential equations and probabilistic statistical correlation between different sources.

Finally, we will be going through the big data stack where we can implement that model and visualize it.

Why / Benefits

Network traffic is very difficult to detect in a proactive manner…

* There is no failure, there is always another route.

* Leadership is all about promoting the win/win situation.

* Everyone can be a leader in his context

* No one is responsible for your own deeds.

* No one is ready to suffer for you, and if that happens it will not last for long.

* You can never be perfect neither anyone, you have to learn how to adapt.

* A leader can never hate someone and get love in return.

* But a leader can love someone and get hatred or ignorance in return, a leader has…

Ahmed Shaaban

Seasonal Independent Analytics Engineer

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