Constructing Controlled Random Tests with a Small Number of Test Patterns

The article considers the issues of testing computing systems and their components. A class of controlled probabilistic tests with a small number of tests patterns is identified and studied. A method for constructing controlled probabilistic tests with a given Hamming distance is presented, the basis of which is one-dimensional scaling of templates representing tests of small bit depth. It is proposed to use exhaustive and pseudo-exhaustive tests as templates for obtaining controlled probabilistic tests. The properties of the generated tests and approaches to their use as an alternative to probabilistic tests are studied. The efficiency of the method for constructing controlled probabilistic tests is experimentally analyzed and confirmed for the case of testing memory devices for the presence of complex code-sensitive faults.

Authors

Institutions

Publication Details

Journal
Doklady BGUIR
Published
2025-04-29
DOI
https://doi.org/10.35596/1729-7648-2025-23-2-92-100
Citations
1
Primary Topic
Software Testing and Debugging Techniques
Type
article
Field-Weighted Citation Impact
2.31
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Constructing Controlled Random Tests with a Small Number of Test Patterns

M. A. Shauchenka, V. N. Yarmolik, V. V. Petrovskaya
1 citations
Doklady BGUIR
Software Testing and Debugging Techniques
2.31
article

Constructing Controlled Random Tests with a Small Number of Test Patterns

M. A. Shauchenka, V. N. Yarmolik, V. V. Petrovskaya
article en
1 citations

Abstract

The article considers the issues of testing computing systems and their components. A class of controlled probabilistic tests with a small number of tests patterns is identified and studied. A method for constructing controlled probabilistic tests with a given Hamming distance is presented, the basis of which is one-dimensional scaling of templates representing tests of small bit depth. It is proposed to use exhaustive and pseudo-exhaustive tests as templates for obtaining controlled probabilistic tests. The properties of the generated tests and approaches to their use as an alternative to probabilistic tests are studied. The efficiency of the method for constructing controlled probabilistic tests is experimentally analyzed and confirmed for the case of testing memory devices for the presence of complex code-sensitive faults.

Doklady BGUIRVol. 23(2)
Technische Universität Darmstadt (DE), Belarusian State University of Informatics and Radioelectronics (BY)
Openalex Percentile: Top 14%
Software Testing and Debugging Techniques
2.31
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.