Results 181 to 190 of about 20,635 (205)

AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges

IEEE Transactions on Services Computing, 2023
The paradigm of edge computing has formed an innovative scope within the domain of the Internet of Things (IoT) through expanding the services of the cloud to the network edge to design distributed architectures and securely enhance decision-making ...
Firas Al-Doghman   +4 more
semanticscholar   +1 more source

Nezha: Interpretable Fine-Grained Root Causes Analysis for Microservices on Multi-modal Observability Data

ESEC/SIGSOFT FSE, 2023
Root cause analysis (RCA) in large-scale microservice systems is a critical and challenging task. To understand and localize root causes of unexpected faults, modern observability tools collect and preserve multi-modal observability data, including ...
Guangba Yu   +5 more
semanticscholar   +1 more source

Sinan: ML-based and QoS-aware resource management for cloud microservices

International Conference on Architectural Support for Programming Languages and Operating Systems, 2021
Cloud applications are increasingly shifting from large monolithic services, to large numbers of loosely-coupled, specialized microservices. Despite their advantages in terms of facilitating development, deployment, modularity, and isolation ...
Yanqi Zhang   +5 more
semanticscholar   +1 more source

Network-Centric Distributed Tracing with DeepFlow: Troubleshooting Your Microservices in Zero Code

Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication, 2023
Microservices are becoming more complicated, posing new challenges for traditional performance monitoring solutions. On the one hand, the rapid evolution of microservices places a significant burden on the utilization and maintenance of existing ...
Junxian Shen   +15 more
semanticscholar   +1 more source

Managing Scalability and Cost in Microservices ArchitectureBalancing Infinite Scalability with Financial Constraints

Journal of Medicine and HealthCare, 2023
Micro-services, where applications are divided into small services, have great benefits like scalability, flexibility and fast market time. However, as organizations grow, they face several challenges in microservice adoption, primarily in cost and ...
Ashwin Chavan
semanticscholar   +1 more source

Microservices architecture in cloud-native applications: Design patterns and scalability

Computer Science & IT Research Journal
Microservices architecture has emerged as a pivotal approach for designing scalable and maintainable cloud-native applications. Unlike traditional monolithic architectures, microservices decompose applications into small, independently deployable ...
Oyekunle Claudius Oyeniran   +4 more
semanticscholar   +1 more source

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