Title
Correlating QoE and Technical Parameters of an SAP System in an Enterprise Environment
Abstract
The impact of waiting times on the Quality of Experience (QoE) in enterprise and working environments has not been in the focus of current research. This mostly stems from two factors: i) the high complexity of enterprise systems exacerbates the exact monitoring of relevant application response times on user granularity and ii) disturbances of the day-to-day business by user studies resulting in additional costs due nonproductive times. This paper approaches these challenges by combining non-intrusive application monitoring of response times and subjective user ratings on the perceived application performance. We evaluate the possibility of predicting the QoE based on the objective measurements using different machine learning approaches. The results imply a high correlation for specific users, but do not allow to derive a generic model.
Year
DOI
Venue
2016
10.1109/ITC-28.2016.314
2016 28th International Teletraffic Congress (ITC 28)
Field
DocType
Volume
Enterprise system,Computer science,Real-time computing,Quality of experience,Granularity,User studies
Conference
03
ISBN
Citations 
PageRank 
978-1-5090-1304-3
1
0.35
References 
Authors
4
4
Name
Order
Citations
PageRank
Kathrin Borchert194.54
Matthias Hirth224125.35
Thomas Zinner379360.34
Decebal Constantin Mocanu416319.86