SEFeb 23, 2017

An architecture for non-invasive software measurement

arXiv:1702.07138v1
Originality Synthesis-oriented
AI Analysis

This addresses the problem of complex data collection for software developers and managers, but it is incremental as it builds on existing non-invasive approaches.

The paper tackles the challenge of collecting software development data by proposing a non-invasive measurement architecture, which includes data collection, storage, unification, and analysis to provide insights into software products or processes.

Analysis of data related to software development helps to increase quality, control and predictability of software development processes and products.However, collecting such data for is a complex task. A non-invasive collection of software metrics is one of the most promising approaches to solve the task. In this paper we present an approach which consists of four parts: collect the data, store all collected data, unify the stored data and analyze the data to provide insights to the user about software product or process. We employ the approach to the development of an architecture for non-invasive software measurement system and explain its advantages and limitations.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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