Performance anomaly detection and bottleneck identification
O Ibidunmoye, F Hernández-Rodriguez… - ACM Computing Surveys …, 2015 - dl.acm.org
In order to meet stringent performance requirements, system administrators must effectively
detect undesirable performance behaviours, identify potential root causes, and take …
detect undesirable performance behaviours, identify potential root causes, and take …
[HTML][HTML] Monitoring self-adaptive applications within edge computing frameworks: A state-of-the-art review
Recently, a promising trend has evolved from previous centralized computation to
decentralized edge computing in the proximity of end-users to provide cloud applications. To …
decentralized edge computing in the proximity of end-users to provide cloud applications. To …
A survey and taxonomy of self-aware and self-adaptive cloud autoscaling systems
Autoscaling system can reconfigure cloud-based services and applications, through various
configurations of cloud software and provisions of hardware resources, to adapt to the …
configurations of cloud software and provisions of hardware resources, to adapt to the …
SWITCH workbench: A novel approach for the development and deployment of time-critical microservice-based cloud-native applications
P Štefanič, M Cigale, AC Jones, L Knight… - Future Generation …, 2019 - Elsevier
Time-critical applications, such as early warning systems or live event broadcasting, present
particular challenges. They have hard limits on Quality of Service constraints that must be …
particular challenges. They have hard limits on Quality of Service constraints that must be …
Microservices: A performance tester's dream or nightmare?
In recent years, there has been a shift in software development towards microservice-based
architectures, which consist of small services that focus on one particular functionality. Many …
architectures, which consist of small services that focus on one particular functionality. Many …
An exploratory study of performance regression introducing code changes
Performance is an important aspect of software quality. In fact, large software systems
failures are often due to performance issues rather than functional bugs. One of the most …
failures are often due to performance issues rather than functional bugs. One of the most …
Adaptive anomaly detection in performance metric streams
O Ibidunmoye, AR Rezaie… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Continuous detection of performance anomalies such as service degradations has become
critical in cloud and Internet services due to impact on quality of service and end-user …
critical in cloud and Internet services due to impact on quality of service and end-user …
Towards the use of the readily available tests from the release pipeline as performance tests: Are we there yet?
Performance is one of the important aspects of software quality. Performance issues exist
widely in software systems, and the process of fixing the performance issues is an essential …
widely in software systems, and the process of fixing the performance issues is an essential …
Profile-based resource allocation for virtualized network functions
The virtualization of compute and network resources enables an unseen flexibility for
deploying network services. A wide spectrum of emerging technologies allows an ever …
deploying network services. A wide spectrum of emerging technologies allows an ever …
FD4C: Automatic fault diagnosis framework for Web applications in cloud computing
The large-scale dynamic cloud computing environment has raised great challenges for fault
diagnosis in Web applications: First, fluctuating workloads cause traditional application …
diagnosis in Web applications: First, fluctuating workloads cause traditional application …