An approach to forecasting QoS attributes of web services based on ARIMA and GARCH models
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 …
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
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 …
software intensive systems by preventing QoS violations before they happen. Currently …
Adaptive GC-aware load balancing strategy for high-assurance java distributed systems
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 …
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
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 …
multitude of different approaches has been proposed in the literature over the past few …
Statistical detection of qos violations based on cusum control charts
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 …
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 …
charts for monitoring quality of service (QoS) violations is presented in this paper. The …
Proposed Open-Circuit Faults Detection Using Control Charts Technique
This manuscript introduces a real-time fault detection technique based on statistical
exponentially weighted moving average (EWMA) control charts for detecting power switch …
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 …
critical need to detect, diagnose, predict and mitigate adverse events caused by software …
[PDF][PDF] Reactive vs. Proactive Detection of Quality of Service Problems.
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 …
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 …
suitable for performance, reliability, safety, and availability properties [2]. Our research is …