Seminar 2016-05-04

Applied Machine Learning in Large Scale Software Development Organisations

Speaker: Leif Jonsson, Industrial PhD student, Ericsson ­ Linköping University

Bio:

Leif Jonsson received his MSc degree in Computer Science (1998) from Uppsala University; in the same year he started working at Ericsson AB¹s research division. In 2010 he started Industrial PhD studies at Linko¨ping University in cooperation with Ericsson. His research interests include applying machine learning techniques to large-scale software development processes to automate traditionally hard to automate tasks. His current focus area is automatic fault localization.

Abstract:

Many aspects of software development are probabilistic and these aspects are best handled by probabilistic methods from the field of Machine Learning. At PDU GSM, WCDMA & Multi-Standard RAN at Ericsson we have explored applying machine learning to several aspects of our software development. In this talk I will present some of the use-cases and techniques we have studied and how we see the area evolving.

Slides:

Till sidans topp