AI Techniques in the Microservices Life-Cycle: A Survey

05/25/2023
by   Sergio Moreschini, et al.
0

Microservices is a popular architectural style for the development of distributed software, with an emphasis on modularity, scalability, and flexibility. Indeed, in microservice systems, functionalities are provided by loosely coupled, small services, each focusing on a specific business capability. Building a system according to the microservices architectural style brings a number of challenges, mainly related to how the different microservices are deployed and coordinated and how they interact. In this paper, we provide a survey about how techniques in the area of Artificial Intelligence have been used to tackle these challenges.

READ FULL TEXT

page 8

page 11

research
04/26/2018

Analysis of Service-oriented Modeling Approaches for Viewpoint-specific Model-driven Development of Microservice Architecture

Microservice Architecture (MSA) is a novel service-based architectural s...
research
08/14/2018

Microservices in Practice: A Survey Study

Microservices architectures have become largely popular in the last year...
research
05/26/2023

Towards Cognitive Bots: Architectural Research Challenges

Software bots operating in multiple virtual digital platforms must under...
research
05/30/2018

Microservices as an Evolutionary Architecture of Component-Based Development: A Think-aloud Study

Microservices become a fast growing and popular architectural style base...
research
10/13/2017

An NFV and Microservice Based Architecture for On-the-fly Component Provisioning in Content Delivery Networks

Content Delivery Networks (CDNs) deliver content (e.g. Web pages, videos...
research
09/08/2019

An Architectural Style for Self-Adaptive Multi-Agent Systems

Modern distributed software systems often operate in dynamic environment...
research
12/27/2022

A Compositional Approach to Creating Architecture Frameworks with an Application to Distributed AI Systems

Artificial intelligence (AI) in its various forms finds more and more it...

Please sign up or login with your details

Forgot password? Click here to reset