Title
Dynamic program analysis - Reconciling developer productivity and tool performance.
Abstract
Dynamic program analysis tools serve many important software engineering tasks such as profiling, debugging, testing, program comprehension, and reverse engineering. Many dynamic analysis tools rely on program instrumentation and are implemented using low-level instrumentation libraries, resulting in tedious and error-prone tool development. Targeting this issue, we have created the Domain-Specific Language for Instrumentation (DiSL), which offers high-level programming abstractions especially designed for instrumentation-based dynamic analysis. When designing DiSL, our goal was to boost the productivity of tool developers targeting the Java Virtual Machine, without impairing the performance of the resulting tools. In this paper we assess whether DiSL meets this goal. First, we perform a controlled experiment to measure tool development time and correctness of the developed tools, comparing DiSL with a prevailing, state-of-the-art instrumentation library. Second, we recast 10 open-source software engineering tools in DiSL and compare source code metrics and performance with the original implementations. Our studies show that DiSL significantly improves developer productivity, enables concise tool implementations, and does not have any negative impact on tool performance.
Year
DOI
Venue
2014
10.1016/j.scico.2014.03.014
Science of Computer Programming
Keywords
Field
DocType
Dynamic program analysis,Bytecode instrumentation,Development productivity,Controlled experiment
Programming language,Source code,Profiling (computer programming),Computer science,Reverse engineering,Correctness,Implementation,Program comprehension,Dynamic program analysis,Debugging
Journal
Volume
ISSN
Citations 
95
0167-6423
1
PageRank 
References 
Authors
0.40
21
8
Name
Order
Citations
PageRank
Aibek Sarimbekov11249.77
Yudi Zheng213314.24
Danilo Ansaloni329623.78
Lubomír Bulej416520.20
Lukás Marek5143.76
Walter Binder6107792.58
Petr Tuma727631.77
Zhengwei Qi868057.66