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Toward the observability of cloud-native applications: The overview of the state-of-the-art
The Cloud-native model, established to enhance the Twelve-Factor patterns, is an approach
to develo** and deploying applications according to DevOps concepts, Continuous …
to develo** and deploying applications according to DevOps concepts, Continuous …
Autonomous monitors for detecting failures early and reporting interpretable alerts in cloud operations
A Hrusto, P Runeson, MC Ohlsson - Proceedings of the 46th …, 2024 - dl.acm.org
Detecting failures early in cloud-based software systems is highly significant as it can reduce
operational costs, enhance service reliability, and improve user experience. Many existing …
operational costs, enhance service reliability, and improve user experience. Many existing …
Adaptive feature selection for predicting application performance degradation in edge cloud environments
Applications deployed in edge cloud environments can have stringent requirements such as
high throughput and high availability. However, these applications may suffer from …
high throughput and high availability. However, these applications may suffer from …
Canary: fault-tolerant faas for stateful time-sensitive applications
Function-as-a-Service (FaaS) platforms have recently gained rapid popularity. Many stateful
applications have been migrated to FaaS platforms due to their ease of deployment …
applications have been migrated to FaaS platforms due to their ease of deployment …
Causal-temporal analysis-based feature selection for predicting application performance degradation in edge clouds
Next-generation networks will enable applications that are expected to be highly reliable,
always available, with guaranteed Quality-of-Service (QoS). Distributed, heterogeneous …
always available, with guaranteed Quality-of-Service (QoS). Distributed, heterogeneous …
Container cascade fault detection based on spatial–temporal correlation in cloud environment
N Chen, Q Zhong, Y Liu, W Liu, L Bai, L Hu - Journal of Cloud Computing, 2023 - Springer
Containers are light, numerous, and interdependent, which are prone to cascading fault,
increasing the probability of fault and the difficulty of detection. Existing detection methods …
increasing the probability of fault and the difficulty of detection. Existing detection methods …
Advancing Software Monitoring: An Industry Survey on ML-Driven Alert Management Strategies
With the dynamic nature of modern software development and operations environments and
the increasing complexity of cloud-based software systems, traditional monitoring practices …
the increasing complexity of cloud-based software systems, traditional monitoring practices …
Smart Quality Monitoring for Evolving Complex Systems
N El Moussa - Proceedings of the 2024 IEEE/ACM 46th International …, 2024 - dl.acm.org
Evolving complex systems, such as complex software systems, dynamic cloud systems and
smart ecosystems, arise from the interactions of systems, agents and people, evolve and …
smart ecosystems, arise from the interactions of systems, agents and people, evolve and …
[LLIBRE][B] An Intelligent Framework for Efficiently Utilizing Distributed Heterogeneous Resources to Improve HPC Application Performance
M Arif - 2024 - search.proquest.com
Abstract High-Performance Computing (HPC) workloads are being widely used to solve
complex problems in scientific applications from diverse domains, such as weather …
complex problems in scientific applications from diverse domains, such as weather …
Implementation of High-Performance Automated Monitoring Collection Based on Kubernetes
K Li, X **ao, C Gao, S Yu, X Tang… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
Unified configuration and centralized management of monitoring collection are prerequisites
and key elements for achieving automated monitoring in cloud-native platforms. With the …
and key elements for achieving automated monitoring in cloud-native platforms. With the …