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Market-oriented online bi-objective service scheduling for pleasingly parallel jobs with variable resources in cloud environments

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 176 ()

In this paper, we study the market-oriented online bi-objective service scheduling problem for pleasingly parallel jobs with variable resources in clo......

Runtime verification of train control systems with parameterized modal live sequence charts

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 177 ()

With the growing complexity of railway control systems, it is required to preform runtime safety checks of system executions that go beyond convention......

Tuning configuration of apache spark on public clouds by combining multi-objective optimization and performance prediction model

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

Choosing the right configuration for Spark deployed in the public cloud to ensure the efficient running of periodic jobs is hard, because there can be......

Investigating and recommending co-changed entities for JavaScript programs

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

JavaScript (JS) is one of the most popular programming languages due to its flexibility and versatility, but maintaining JS code is tedious and error-......

Towards effective metamorphic testing by algorithm stability for linear classification programs

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

The quality assurance for machine learning systems is becoming increasingly critical nowadays. While many efforts have been paid on trained models fro......

Mining Architecture Tactics and Quality Attributes knowledge in Stack Overflow

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

Context: Architecture Tactics (ATs) are architectural building blocks that provide general architectural solutions for addressing Quality Attributes (......

Automated identification of security discussions in microservices systems: Industrial surveys and experiments

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 181 ()

Lack of awareness and knowledge of microservices-specific security challenges and solutions often leads to ill-informed security decisions in microser......

Architecture information communication in two OSS projects: The why, who, when, and what

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 181 ()

Architecture information is vital for Open Source Software (OSS) development, and mailing list is one of the widely used channels for developers to sh......

A hybrid code representation learning approach for predicting method names

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

Program semantic properties such as class names, method names, and variable names and types play an important role in software development and mainten......

A bibliometric assessment of software engineering themes, scholars and institutions (2013-2020)

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

This paper is the updated version (2013-2020) of the series of papers on emerging themes, top scholars and institutes on software engineering (SE), pu......

The symptoms, causes, and repairs of bugs inside a deep learning library

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 177 ()

In recent years, deep learning has become a hot research topic. Although it achieves incredible positive results in some scenarios, bugs inside deep l......

SWFC-ART: A cost-effective approach for Fixed-Size-Candidate-Set Adaptive Random Testing through small world graphs

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 180 ()

Adaptive random testing (ART) improves the failure-detection effectiveness of random testing by leveraging properties of the clustering of failure-cau......

A formal specification animation method for operation validation

期刊: JOURNAL OF SYSTEMS AND SOFTWARE, 2021; 178 ()

Formal specification can benefit software quality by precisely defining the behaviors of operations to prevent primary mistakes in the early phase of ......

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