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Some of the next articles are maybe not open access.

Cloud Native Operations

2021
Congratulations! If you are reading this chapter and have completed all the previous ones, including the practical exercises, you have crossed the proverbial migration finish line. You provisioned cost-efficient, reliable, secure, and observable operational environments on the cloud provider infrastructure and deployed application code and data via an ...
openaire   +1 more source

Multi-Agent Reinforcement Learning for Adaptive Resource Orchestration in Cloud-Native Clusters

Proceedings of the 2nd International Conference on Intelligent Computing and Data Analysis
This paper addresses the challenges of high resource dynamism and scheduling complexity in cloud-native database systems. It proposes an adaptive resource orchestration method based on multi-agent reinforcement learning.
Guanzi Yao, Heyao Liu, Linyan Dai
semanticscholar   +1 more source

Optimizing Spot Instance Reliability and Security Using Cloud-Native Data and Tools

Journal of Information Systems Engineering & Management
This paper presents "Cloudlab," a comprehensive, cloud-native laboratory designed to support network security research and training. Built on Google Cloud and adhering to GitOps methodologies, Cloudlab facilitates the creation, testing, and deployment of
Shubham Malhotra
semanticscholar   +1 more source

AI-Augmented DevSecOps Pipelines for Secure and Scalable Service-Oriented Architectures in Cloud-Native Systems

International Symposium on Service Oriented Software Engineering
Cloud-native architectures face escalating security challenges that traditional approaches cannot address at scale. This paper presents an AI-augmented DevSecOps framework integrating machine learning models into security pipelines for realtime threat ...
Akshay Mittal
semanticscholar   +1 more source

Cloud Native Services

2021
In the previous chapter, we discussed the cloud-native architecture and its importance in the IT industry. In this chapter, we will explore that topic further, but in the context of the supporting cloud services.
openaire   +1 more source

Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases

SIGMOD Conference Companion
Memory disaggregation has become a major trend in cloud-native databases. However, most existing memory disaggregation solutions suffer from read/write amplification, limited bandwidth, inefficient recovery, and challenges in data sharing.
Xinjun Yang   +12 more
semanticscholar   +1 more source

A Comprehensive Experimentation Framework for Energy-Efficient Design of Cloud-Native Applications

International Conference on Software Architecture
Current approaches to designing energy-efficient applications typically rely on measuring individual components using readily available local metrics, like CPU utilization.
Sebastian Werner   +3 more
semanticscholar   +1 more source

Cloud-Native Architecture

2020
In the recent years, the degree and pace of changes on the software scene has accelerated like never before. The open source movement ignited a large number of scattered and often independent teams to enter a race of bringing new software components, tools, platforms, protocols, or services to market at an incredible pace.
openaire   +1 more source

Unlocking True Elasticity for the Cloud-Native Era with Dandelion

Symposium on Operating Systems Principles
Elasticity is fundamental to cloud computing. An elastic platform can quickly allocate resources to match the demand of each workload as it arrives, rather than pre-provisioning resources to meet performance objectives. However, even serverless platforms
Tom Kuchler   +10 more
semanticscholar   +1 more source

Building AI-Driven Cloud-Native Applications with Kubernetes and Containerization

International Journal Of Scientific Advances
Modern enterprises increasingly deploy AI-driven services in cloud environments, demanding scalable infrastructure that aligns machine learning operations (MLOps) with cloud-native principles.
Prudhvi Naayini
semanticscholar   +1 more source

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