Title
A Framework for Obtaining the Ground-Truth in Architectural Recovery
Abstract
Architectural recovery techniques analyze a software system's implementation-level artifacts to suggest its likely architecture. However, different techniques will often suggest different architectures for the same system, making it difficult to interpret these results and determine the best technique without significant human intervention. Researchers have tried to assess the quality of recovery techniques by comparing their results with authoritative recoveries: meticulous, labor-intensive recoveries of existing well-known systems in which one or more engineers is integrally involved. However, these engineers are usually not a system's original architects or even developers. This carries the risk that the authoritative recoveries may miss domain-, application-, and system context-specific information. To deal with this problem, we propose a framework comprising a set of principles and a process for recovering a system's ground-truth architecture. The proposed recovery process ensures the accuracy of the obtained architecture by involving a given system's architect or engineer in a limited, but critical fashion. The application of our work has the potential to establish a set of "ground truths" for assessing existing and new architectural recovery techniques. We illustrate the framework on a case study involving Apache Hadoop.
Year
DOI
Venue
2012
10.1109/WICSA-ECSA.212.48
WICSA) and European Conference Software Architecture
Keywords
Field
DocType
software system,architectural recovery technique,proposed recovery process,recovery technique,different architecture,well-known system,architectural recovery,system context-specific information,labor-intensive recovery,new architectural recovery technique,authoritative recovery,computer architecture,software architecture,reliability,documentation,web servers,software maintenance
Database-centric architecture,Computer architecture,Systems engineering,Software engineering,Computer science,Software architecture description,Solution architecture,Systems architecture,Reference architecture,View model,Enterprise architecture framework,Architectural pattern
Conference
ISBN
Citations 
PageRank 
978-1-4673-2809-8
6
0.51
References 
Authors
5
4
Name
Order
Citations
PageRank
Joshua Garcia160126.27
Ivo Krka21719.46
Nenad Medvidovic34926344.86
Chris Douglas466723.01