Title
A recommender system for software architecture decision making
Abstract
Making the right design decisions for a software system is a difficult task. Inappropriate design decisions are often hard to reverse and can lead to high costs and a poor quality of the software product. To support architects in the decision-making process, we present a hybrid recommender system for software architecture decision making. The system provides recommendations for areas of system design and for design options within these areas. It uses two kinds of codified architectural knowledge for decision making: decision models for describing potential design options in a design space, and architectural profiles for documenting design decisions in different software systems. The developed recommender system is able to make recommendations early on in the decision-making process and provides more tailored recommendations the more software architecture knowledge is available. The system has been experimentally applied to microservice decision making.
Year
DOI
Venue
2019
10.1145/3344948.3344959
Proceedings of the 13th European Conference on Software Architecture - Volume 2
Keywords
Field
DocType
design decisions, microservices, recommender system, software architecture
Recommender system,Software engineering,Systems engineering,Computer science,Software architecture
Conference
ISBN
Citations 
PageRank 
978-1-4503-7142-1
0
0.34
References 
Authors
0
2
Name
Order
Citations
PageRank
Klaus Brandner100.68
Rainer Weinreich223727.10