Asking and Answering Questions During Memory Profiling

Blanco, AF; Cordova, AQ; Bergel, A; Alcocer JPS

Keywords: libraries, resource management, software, data mining, codes, Python, program analysis

Abstract

The software engineering community has produced numerous tools, techniques, and methodologies for practitioners to analyze and optimize memory usage during software execution. However, little is known about the actual needs of programmers when analyzing memory behavior and how they use tools to address those needs. We conducted an exploratory study (i) to understand what a programmer needs to know when analyzing memory behavior and (ii) how a programmer finds that information with current tools. From our observations, we provide a catalog of 34 questions programmers ask themselves when analyzing memory behavior. We also report a detailed analysis of how some tools are used to answer these questions and the difficulties participants face during the process. Finally, we present four recommendations to guide researchers and developers in designing, evaluating, and improving memory behavior analysis tools.

Más información

Título según WOS: Asking and Answering Questions During Memory Profiling
Título de la Revista: IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
Volumen: 50
Número: 5
Editorial: IEEE COMPUTER SOC
Fecha de publicación: 2024
Página de inicio: 1096
Página final: 1117
Idioma: English
DOI:

10.1109/TSE.2024.3377127

Notas: ISI