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Tuesday, June 25 • 15:00 - 15:20
Time Series Forecasting for Cloud Resources Provisioning

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Forecasting cloud resources consumption is one of the main challenges faced by IT operations teams in capacity planning tasks. Those teams often should make predictions for periods with no corresponding previous data whose cloud transactions activity changes, for instance, on a holiday. In this talk, it is discussed an approach which is able to model this future behavior with synthesized data. The procedure uses small samples to synthesize data to fit a time series forecasting model which applies interpretable parameters to be adjusted by domain knowledge analysts.

avatar for Leonardo Neri

Leonardo Neri

AI Manager, Accenture
Leonardo has a Ph.D. in Signal Processing and Pattern Recognition. His academic research is on Speech Processing field, specialized on Speaker Diarization.He is currently working at Accenture with data science, optimization problems, natural language processing, and machine learning... Read More →

Tuesday June 25, 2019 15:00 - 15:20 GMT-03
Room 8 Av. Rebouças, 3970 - Pinheiros, São Paulo - SP, 05402-600, Brazil