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DevConf.IN '18 has ended
DevConf.in 2018 is the second free annual community conference sponsored by Red Hat for Developers, System admins, DevOps engineers, Testers, Documentation writers and other contributors to open source technologies. It is a platform for the local FOSS community participants to come together and engage in the knowledge sharing through technical talks, workshops, panel discussions, hackathons and such activities.

When: August 4-5, 2018

Venue: Christ University - Bengaluru, India

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Saturday, August 4 • 12:15pm - 12:45pm
Recurrent Neural Networks for capacity estimation

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Determining the number of servers required to process the hits for a particular Adobe Analytics is well calculated. It depends on the what type (class) of the server is used, a number of the demons servers has run and the role of the server. It also depends on the type of the processing needed; the first layer of processing or second layer of processing. A first layer of processing the only server can process up to x number of hits per day. It has been seen that if the hardware is allocated based on this calculation then hardware remains underutilized for most of the day as the traffic is distributed. This paper talks about using the Recurrent Neural Network based model for hourly traffic predictions. A customer’s data has been used for the experiment; results have been found to accurate with 5% accurate



Speakers
avatar for Sharath Reddy

Sharath Reddy

Adobe
I've been a software Developer with devops back ground for 5 years now. For Last one year i've developed strong inclination towards Machine Learning and starting to apply same of that now to some industry problems.


Attendees (284)