A platform for predicting real-time service-level metrics from device statistics

• Predicting performance metrics for cloud services is critical for real-time service assurance. We demonstrate a platform for estimating real-time service-level metrics. Statistical learning methods on device statistics are used to predict metrics for services running on these devices.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)

ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)

Nyckelord

Forecasting

Information services

Real time systems

Cloud services

Performance metrics

Real time service

Statistical learning methods

Network management

Publikations- och innehållstyp

ref (ämneskategori)

kon (ämneskategori)