An approach to forecasting QoS attributes of web services based on ARIMA and GARCH models

A Amin, A Colman, L Grunske - 2012 IEEE 19th International …, 2012 - ieeexplore.ieee.org
Availability of several web services having a similar functionality has led to using quality of
service (QoS) attributes to support services selection and management. To improve these …

An automated approach to forecasting QoS attributes based on linear and non-linear time series modeling

A Amin, L Grunske, A Colman - Proceedings of the 27th IEEE/ACM …, 2012 - dl.acm.org
Predicting future values of Quality of Service (QoS) attributes can assist in the control of
software intensive systems by preventing QoS violations before they happen. Currently …

Adaptive GC-aware load balancing strategy for high-assurance java distributed systems

AO Portillo-Dominguez, M Wang… - 2015 IEEE 16th …, 2015 - ieeexplore.ieee.org
High-Assurance applications usually require achieving fast response time and high
throughput on a constant basis. To fulfil these stringent quality of service requirements, these …

A Taxonomy of Techniques for SLO Failure Prediction in Software Systems

J Grohmann, N Herbst, A Chalbani, Y Arian, N Peretz… - Computers, 2020 - mdpi.com
Failure prediction is an important aspect of self-aware computing systems. Therefore, a
multitude of different approaches has been proposed in the literature over the past few …

Statistical detection of qos violations based on cusum control charts

A Amin, A Colman, L Grunske - Proceedings of the 3rd ACM/SPEC …, 2012 - dl.acm.org
Currently software systems operate in highly dynamic contexts, and consequently they have
to adapt their behavior in response to changes in their contexts or/and requirements …

EWMA control charts for statistical detecting QoS violations

SL Lu, CF Tsai, JH Chen - 2015 IEEE 12th International …, 2015 - ieeexplore.ieee.org
A simple statistical approach based on exponentially weighted moving average (EWMA)
charts for monitoring quality of service (QoS) violations is presented in this paper. The …

Proposed Open-Circuit Faults Detection Using Control Charts Technique

AS Mansour, AA Amin - 2019 21st International Middle East …, 2019 - ieeexplore.ieee.org
This manuscript introduces a real-time fault detection technique based on statistical
exponentially weighted moving average (EWMA) control charts for detecting power switch …

Theory and Technology Research on the Software Health Management

HQ Zhang, QY Li, HC You - Applied Mechanics and Materials, 2014 - Trans Tech Publ
The software health management (SWHM) is a new field, which mainly deals with some
critical need to detect, diagnose, predict and mitigate adverse events caused by software …

[PDF][PDF] Reactive vs. Proactive Detection of Quality of Service Problems.

L Grunske, AA Amin - Software Engineering, 2014 - academia.edu
This paper summarizes our earlier contributions on reactive and proactive detection of
quality of service problems. The first contribution is applying statistical control charts to …

[PDF][PDF] 3.16 Models@ run. time for the proactive detection of QoS Problems

L Grunske - Uwe Aßmann1, Nelly Bencomo2, Betty HC Cheng3 … - drops.dagstuhl.de
Models@ run. time are currently being used to evaluate quality demands and are especially
suitable for performance, reliability, safety, and availability properties [2]. Our research is …