The science of science: From the perspective of complex systems

A Zeng, Z Shen, J Zhou, J Wu, Y Fan, Y Wang… - Physics reports, 2017 - Elsevier
The science of science (SOS) is a rapidly develo** field which aims to understand,
quantify and predict scientific research and the resulting outcomes. The problem is …

Roadmap to reasoning in microservice systems: a rapid review

AS Abdelfattah, T Cerny - Applied Sciences, 2023 - mdpi.com
Understanding software systems written by others is often challenging. When we want to
assess systems to reason about them, ie, to understand dependencies, analyze evolution …

Selectively-informed particle swarm optimization

Y Gao, W Du, G Yan - Scientific reports, 2015 - nature.com
Particle swarm optimization (PSO) is a nature-inspired algorithm that has shown outstanding
performance in solving many realistic problems. In the original PSO and most of its variants …

Toward energy-efficient and robust large-scale WSNs: A scale-free network approach

H Peng, S Si, MK Awad, N Zhang… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
Due to the limited battery power of sensor nodes and harsh deployment environment, it is of
fundamental importance and a great challenge to achieve high energy efficiency and strong …

A method for monitoring the coupling evolution of microservice-based architectures

DRF Apolinário, BBN de França - Journal of the Brazilian Computer …, 2021 - Springer
The microservice architecture is claimed to satisfy ongoing software development demands,
such as resilience, flexibility, and velocity. However, develo** applications based on …

Scale-free fully informed particle swarm optimization algorithm

C Zhang, Z Yi - Information Sciences, 2011 - Elsevier
This paper proposes a novel PSO algorithm, referred to as SFIPSO (Scale-free fully informed
particle swarm optimization). In the proposed algorithm a modified Barabási–Albert (BA) …

Analyzing the structure of Java software systems by weighted K-core decomposition

W Pan, B Li, J Liu, Y Ma, B Hu - Future Generation Computer Systems, 2018 - Elsevier
Statistical properties of un-weighted software networks have been extensively studied.
However, software networks in their nature should be weighted. Understanding the …

Evolving scale-free networks by Poisson process: Modeling and degree distribution

M Feng, H Qu, Z Yi, X **e… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Since the great mathematician Leonhard Euler initiated the study of graph theory, the
network has been one of the most significant research subject in multidisciplinary. In recent …

A language-independent approach to the extraction of dependencies between source code entities

M Savić, G Rakić, Z Budimac, M Ivanović - Information and Software …, 2014 - Elsevier
Context Software networks are directed graphs of static dependencies between source code
entities (functions, classes, modules, etc.). These structures can be used to investigate the …

A modular attachment mechanism for software network evolution

H Li, H Zhao, W Cai, JQ Xu, J Ai - Physica A: Statistical Mechanics and its …, 2013 - Elsevier
A modular attachment mechanism of software network evolution is presented in this paper.
Compared with the previous models, our treatment of object-oriented software system as a …