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Investigation and prediction of open source software evolution using automated parameter mining for agent-based simulation

Daniel Honsel, Verena Herbold, Stephan Waack, Jens Grabowski
2021 Automated Software Engineering : An International Journal  
In this paper, an approach for the usage of agent-based simulation for the prediction of software evolution trends is presented.  ...  The structural evolution of software projects is observed using change coupling graphs based on common file changes.  ...  Acknowledgements We would like to thank the Simulation Science Center Clausthal/Göttingen for partially funding our work as part of the project Simulation-Based Quality Assurance for Software Systems.  ... 
doi:10.1007/s10515-021-00280-3 fatcat:wtm7yd3atrfw5bpf3zzleeoq6y

Agent-Based Simulation for Software Development Processes [chapter]

Tobias Ahlbrecht, Jürgen Dix, Niklas Fiekas, Jens Grabowski, Verena Herbold, Daniel Honsel, Stephan Waack, Marlon Welter
2017 Lecture Notes in Computer Science  
the simulation on a dedicated and scalable multiagent platform. agents, simulation, software/management processes, software evolution, mining software repositories, conditional random fields  ...  The main idea is to view the software process as agent-based simulation in a multiagent system (MAS).  ...  Acknowledgment The authors thank the SWZ Clausthal-Göttingen 11 that partially funded our work (both the former projects "Simulation-based Quality Assurance for Software Systems" and "DeSim", and the recent  ... 
doi:10.1007/978-3-319-59294-7_28 fatcat:7eadto7sdfdcxhd7rwndhev5z4

Survivability Strategies for Emerging Wireless Networks With Data Mining Techniques: a Case Study With NetLogo and RapidMiner

Ivan Garcia-Magarino, Geraldine Gray, Raquel Lacuesta, Jaime Lloret
2018 IEEE Access  
INDEX TERMS Agent-based-simulation, big data, multi-agent system, wireless network.  ...  The current approach is illustrated with an agentbased simulator of wireless networks developed with NetLogo and data mining processes designed with RapidMiner.  ...  We use Agent-Based Simulation (ABS) for assessing survivability strategies, since autonomous and reactive agents can simulate autonomous and reactive network nodes.  ... 
doi:10.1109/access.2018.2825954 fatcat:zmnnisj4tjepxba63bboybtgdi

Architecture of the Grid for Interactive Applications [chapter]

Marian Bubak, Maciej Malawski, Katarzyna Zajac
2003 Lecture Notes in Computer Science  
We also present an analysis of the possible evolution of the CrossGrid services towards the OGSA service model.  ...  It consists of descriptions of functionality of new tools and Grid services and indicates where interfaces should be defined.  ...  Evolution towards OGSA The evolution of the CrossGrid architecture is inspired and based on the schedule of the development of Globus 3.0 (GT3) and OGSA technology.  ... 
doi:10.1007/3-540-44860-8_21 fatcat:gljheix3lbdjjbbq25tfzehgka

Situation-Aware Software Engineering for Sensor Networks

V. V. Phoha, Shashi Phoha
2007 2007 2nd International Conference on Communication Systems Software and Middleware  
Building on this architecture, we develop a high assurance software design coordination network for designing and validating dynamic agents that maintain desired behaviors of sensor network software despite  ...  A middleware architecture has been developed for sensor networks that extends agent communication languages for designing specific behaviors of sensor networks.  ...  SOFTWARE ENGINEERING METHODOLOGY FOR SENSOR NETWORKS Our software engineering methodology is based on first developing a formal model of the interactive dynamics of the network.  ... 
doi:10.1109/comswa.2007.382426 dblp:conf/comsware/PhohaP07 fatcat:fql553p5q5fsjjganynrubzkvu

Business Intelligence using Software Agents

Ana-Ramona BOLOGA, Razvan BOLOGA
2011 Database Systems Journal  
The authors then propose some basic ideas for developing real-time agent-based software system for business intelligence in supply chain management, using Case Base Reasoning Agents.  ...  There are briefly presented some of the few solutions proposed so far that use software agents properties for the benefit of business intelligence.  ...  The utility of the agent's special features depend on the way the agents are applied, as they are recommended for specific types and fields of applications.  ... 
doaj:798ba82a37a24c01870ffef8ac3d3dac fatcat:nwghzvjrx5c3rpiop4ujlrptyu

Security Analysis of Distributed Ledgers and Blockchains through Agent-based Simulation [article]

Luca Serena, Gabriele D'Angelo, Stefano Ferretti
2021 arXiv   pre-print
The results confirm the viability of the simulation-based techniques for the investigation of security aspects of DLTs.  ...  In this paper we describe LUNES-Blockchain, an agent-based simulator of blockchains that relies on Parallel and Distributed Simulation (PADS) techniques to obtain high scalability.  ...  The obtained results demonstrate the viability of exploiting agent-based simulation for building virtual environments of DLTs. The remainder of this paper is organized as follows.  ... 
arXiv:2109.08358v1 fatcat:zwihshwcajepbhgddur4nvut3a

Civil Building Generation System Based on the Human Space Dynamics

Gongyu Hou, Xin Xu
2015 Open Construction & Building Technology Journal  
Mining statistics law, exploring building generation system's theory based on human behavior, is necessary.  ...  This paper presents system software architecture and dynamics analysis of architectural functional areas, deepens the understanding of the combination of architectural space, and builds a solid foundation  ...  For simulation of area choice behavior, we must consider heterogeneity, structure state dependence and dynamic.  ... 
doi:10.2174/1874836820150610e001 fatcat:wykwzvy5t5a7jljjzeo5fruil4

Civil Building Generation System Based on the Human Space Dynamics

Xin Xu, Gongyu Hou
2015 Open Construction & Building Technology Journal  
Mining statistics law, exploring building generation system's theory based on human behavior, is necessary.  ...  This paper presents system software architecture and dynamics analysis of architectural functional areas, deepens the understanding of the combination of architectural space, and builds a solid foundation  ...  For simulation of area choice behavior, we must consider heterogeneity, structure state dependence and dynamic.  ... 
doi:10.2174/1874836801509010052 fatcat:fgb53ebhq5bhflbsi4kheukv2e

BioCAE: A New Strategy of Complex Biological Systems for Biofabrication of Tissues and Organs

Dernowsek JA, Rezende RA, JVL da Silva
2017 Journal of Tissue Science & Engineering  
modelling, computer simulations, data mining and systems biology.  ...  In addition, multi-agent systems (MAS), which are composed of different interacting computing entities called agents, also provide an interesting way to design and implement simulations of biological systems  ...  Acknowledgement Our sincere thanks to the National Council for Scientific and Technological Development (CNPq) and FAPESP for the Brazilian Institute of Biofabrication  ... 
doi:10.4172/2157-7552.1000200 fatcat:beafs7qqyvhpjiqfis7debotf4

Agent-Based Simulation of Blockchains [chapter]

Edoardo Rosa, Gabriele D'Angelo, Stefano Ferretti
2019 Communications in Computer and Information Science  
In this paper, we describe LUNES-Blockchain, an agent-based simulator of blockchains that is able to exploit Parallel and Distributed Simulation (PADS) techniques to offer a high level of scalability.  ...  The results confirm the viability of the agent-based modelling of blockchains implemented by means of PADS.  ...  Conclusions In this paper, we have introduced a new agent-based simulator called LUNES-Blockchain for the simulation of large scale and complex blockchains.  ... 
doi:10.1007/978-981-15-1078-6_10 fatcat:ioupwlmucbftzcrwc35tf6zw3u

Autonomous Software Installation using a Sequence of Predictions from Bayesian Networks

Behraj Khan, Umar Manzoor, Tahir Syed
2017 International Journal of Advanced Computer Science and Applications  
We report the best results using a full Bayesian Network with accuracy level of 94%, while Naïve Bayes and rule-based inference accuracy was 42% and 88%.  ...  We attribute this to the sequential nature of the Bayesian network that corresponds to the sequential nature of natural language data.  ...  SNIT is also agent based and motivated by An agent based system for activity monitoring on Network "ABSAMN". The proposed method supports unattended installation over the network intelligently.  ... 
doi:10.14569/ijacsa.2017.080363 fatcat:dis42ydyvvb53hxp5dfyjaw6xe

Emergence of bottom-up models as a tool for landscape simulation and planning

Xia Li
2011 Landscape and Urban Planning  
Acknowledgement This study was supported by National Basic Research Program of China (973 Program) (Grant No. 2011CB707103) and  ...  For example, ant intelligence can be used to solve a variety of spatial optimization problems, such as traveling salesman problems (TSP), data mining, network routing optimization, location and allocation  ...  However, there are very few such studies for developing some standard agent-based models or toolboxes.  ... 
doi:10.1016/j.landurbplan.2010.11.016 fatcat:dad2xsesxjhivde5ih3z76ujcy

A REVIEW ON FRAMEWORKS FOR DECISION SUPPORT SYSTEMS FOR ENVIRONMENTAL DOMAINS

Marina V. Sokolova, Antonio Fernández-Caballero, Francisco Gómez
1970 Eidos  
agent-based.  ...  It also compares existing agent-oriented methodologies and frameworks for decision support.  ...  AGENT-BASED FRAMEWORKS FOR DECISION SUPPORT SYSTEMS Agent-Oriented Software Development is one of the recent contributions to the field of Software Engineering.  ... 
doi:10.29019/eidos.v0i4.84 fatcat:5zx4cyw7i5gvvpmo22ryovqlwa

DNVA: A Tool for Visualizing and Analyzing Multi-agent Learning in Networks

Sherief Abdallah, Sima Sadleh, Iyad Rahwan, Aamena Al Shamsi, Victor Lesser
2014 2014 IEEE 26th International Conference on Tools with Artificial Intelligence  
In this paper we present a software tool that enables researchers in the multi-agent systems field to visualize and analyze the evolution of adaptive networks.  ...  The proposed software customizes and implements techniques from data mining and social network analysis research and augment these techniques in order to analyze local agent behaviors.  ...  Also some of the previous work provided tools for analyzing multi-agent systems visually, but these tools did not rely on a methodology based on data mining as we do here [12] , [8] .  ... 
doi:10.1109/ictai.2014.67 dblp:conf/ictai/AbdallahSRSL14 fatcat:wz4zdv6kxzd7vkppbmsfij4xzm
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