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Large scale agent-based simulation on the grid

Dan Chen, Georgios K. Theodoropoulos, Stephen J. Turner, Wentong Cai, Robert Minson, Yi Zhang
2008 Future generations computer systems  
This paper presents HLA Grid RePast, a middleware platform for executing large scale collaborating RePast agent-based models on the Grid.  ...  In order to support collaborative model development and to cater for the increasing complexity of such systems, it is necessary to harness distributed resources over the Internet.  ...  Acknowledgements A number of people have helped in many different ways to make this work possible.  ... 
doi:10.1016/j.future.2008.01.004 fatcat:4i4cpk5txfavveeyjrozojd444

Mobile crowdsensing with mobile agents

Teemu Leppänen, José Álvarez Lacasia, Yoshito Tobe, Kaoru Sezaki, Jukka Riekki
2015 Autonomous Agents and Multi-Agent Systems  
A set of simulations are conducted to compare mobile agent-based campaigns with existing crowdsensing approaches.  ...  The simulation and evaluation results show that mobile agent based campaigns produce comparable results with less energy consumption when the number of agents is relatively small and enables in-network  ...  The framework must support public and globally reachable resource naming, resource discovery, data management and large-scale in-network data analysis.  ... 
doi:10.1007/s10458-015-9311-7 fatcat:mbm4w4hs75h6lfssizcol6tgea

AFTM-agent based fault tolerance manager in cloud environment

Shivani Jaswal, Manisha Malhotra
2022 ˜The œinternational Arab journal of information technology  
Also, the overheads were reduced to 50% as compared to OCI framework.  ...  Results have proven that Agent based Fault Tolerance Manager (AFTM) has 33% to 50% better efficiency results as compared to OCI framework.  ...  MAS are a community of autonomous agents working together in order to achieve a goal [33] .  ... 
doi:10.34028/iajit/19/3/14 dblp:journals/iajit/JaswalM22 fatcat:hjixtvrnvbgh7h6nw6ejzs2oka

A comparative evaluation of agent location mechanisms in large scale MAS

David Ben-Ami, Onn Shehory
2005 Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems - AAMAS '05  
Agents in open multi-agent systems (MAS) need means for locating other agents with which they may collaborate. To address this need, several agent location mechanisms were suggested.  ...  In particular, our evaluation is the first to examine scalability of agent location mechanisms in terms of both system size (thousands of agents) and network distribution (over multiple hosts).  ...  The communication among agents in this approach is essential and the overall communication traffic overhead may be large.  ... 
doi:10.1145/1082473.1082525 dblp:conf/atal/Ben-AmiS05 fatcat:l7f4s6uwajeybnnclceuxm3t5a

SAJaS: Enabling JADE-Based Simulations [chapter]

Henrique Lopes Cardoso
2015 Lecture Notes in Computer Science  
On the other hand, multi-agent-based simulations (MABS) focus on applying MAS to model complex social systems, typically involving a large agent population.  ...  In fact, the same implementation can, with minor changes, be used as a large scale simulation or as a distributed JADE system.  ...  The author would like to thank João Lopes for his initial work on SAJaS and MASSim2Dev, and also João Gonçalves and Pedro Costa for providing the source code of their JADE-based Risk game implementation  ... 
doi:10.1007/978-3-319-27543-7_8 fatcat:633sneu3zferbfbndl7oqmcglu

Performance Optimization for Multi-agent Based Simulation in Grid Environments

Dawit Mengistu, Peter Tr
2008 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid (CCGRID)  
Multi-agent based simulation (MABS) is a discrete event simulation technique used to study complex systems with entities having social and autonomous behavior.  ...  In this paper, we propose an adaptation strategy to support efficient execution of large-scale MABS applications on typical Grid infrastructures.  ...  Research Plan Large scale MABS are characterized by their high communication-to-computation ratio.  ... 
doi:10.1109/ccgrid.2008.114 dblp:conf/ccgrid/MengistuT08 fatcat:a2eyr7dw7zhovcse4p3mtjqa2i

Toward Experience-Driven Traffic Management and Orchestration in Digital-Twin-Enabled 6G Networks [article]

Muhammad Tariq, Faisal Naeem, H. Vincent Poor
2022 arXiv   pre-print
The futuristic 6G networks require a novel framework that can be used to operate, manage, and optimize its underlying services such as ultra-reliable and low-latency communication, and Internet of everything  ...  In this paper, we propose a digital twin enabled network framework, empowered by AI to cater the variability and complexity of envisioned 6G networks, to provide smart resource management and intelligent  ...  ) to solve the scalability and load balancing issue in large-scale networks.  ... 
arXiv:2201.04259v1 fatcat:vi4bat522zfftpm5b4snnarbq4

A holistic architecture for super real-time multiagent simulation platforms

Toyotaro Suzumura, Hiroki Kanezashi
2013 2013 Winter Simulations Conference (WSC)  
This was the first attempt to deal with such a large number of agents and shows that this infrastructure could be used for large-scale agent simulations in various fields. 1604 978-1-4799-2076-1/13/$31.00  ...  By compiling the X10-based agent simulation system into C++ using MPI, we could run 600 simulation steps in only 78 seconds, which is nearly 10 times faster than real time.  ...  The project is also partly supported by the JST CREST "Development of System Software Technologies for post-Peta Scale High Performance Computing".  ... 
doi:10.1109/wsc.2013.6721543 dblp:conf/wsc/SuzumuraK13 fatcat:4rbltyxp55cr7oslgcsl2j3vmi

Cooperating Mobile Agents for Dynamic Network Routing [chapter]

Nelson Minar, Kwindla Hultman Kramer, Pattie Maes
1999 Software Agents for Future Communication Systems  
Our framework is based on the idea of an ecology of mobile agents living inside a network, both serving as and servicing infrastructure.  ...  Our model is implemented as a simple, discrete event, time-step based simulation. Every step of simulated time an agent does three things.  ... 
doi:10.1007/978-3-642-58418-3_12 fatcat:47vbwofribcl5nr72c3tayksu4

Cost-Based Assessment of Partitioning Algorithms of Agent-Based Systems on Hybrid Cloud Environments [article]

Chahrazed Labba, Narjès Bellamine Ben Saoud
2017 arXiv   pre-print
In this paper, we propose a cost deployment model dedicated to distributed agent-based simulation systems.  ...  In fact, a researcher's main motivations by running simulations on hybrid clouds, are reaching more scalable systems as well as reducing monetary costs.  ...  To the best of our knowledge, hybrid clouds have not been used to run distributed large-scale agent-based simulations.  ... 
arXiv:1709.05708v1 fatcat:73g6gbtog5cn5jiy2rpduuvkv4

Peer Selection Strategy Using Mobile Agent and Trust in Peer-to-Peer Streaming Media System

He Xu, Han-Chen Huang, Ruchuan Wang, Jun Dong
2013 International Journal of Distributed Sensor Networks  
In this paper, a novel P2P streaming media peer selection strategy based on mobile agent and trust (MATPS) is proposed.  ...  P2P technology is promising for large scale streaming media files distribution over the Internet.  ...  Because OMNET++ is a discrete event simulation environment, in order to simulate large-scale P2P network, we use this small LAN to run OMNET++ simultaneously.  ... 
doi:10.1155/2013/791560 fatcat:7zrkk73g5zgwzc3ahemqyoo5sq

Dynamic partner identification in mobile agent-based distributed job workflow execution

Yuhong Feng, Wentong Cai, Jiannong Cao
2007 Journal of Parallel and Distributed Computing  
The mobile agent dynamic location and communication based on this approach is expected to reduce the agent communication overhead by removing unnecessary communication partners during the dynamic job workflow  ...  The obtained information is used in both static and dynamic algorithms to identify partners for agent communication.  ...  MA dynamic location and communication based on this approach is expected to reduce the agent communication overhead.  ... 
doi:10.1016/j.jpdc.2007.06.012 fatcat:qogpwnqk5fc6hkym446imzbsny

A Grid Based Simulation Environment for Mobile Distributed Applications

Dawit Mengistu, Paul Davidsson, Lars Lundberg
2007 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07)  
Since mobile devices can be modeled as autonomous intelligent agents, the multi agent based simulation (MABS) approach is useful for such applications.  ...  Using simulation environments to support mobile distributed application development has many benefits.  ...  large-scale distributed agent based simulations.  ... 
doi:10.1109/mue.2007.16 dblp:conf/mue/MengistuDL07 fatcat:aifo62noyzfr3i457rgrpre4ni

Data Provenance for Agent-Based Models in a Distributed Memory

2018 Informatics  
The Multi-Agent Spatial Simulation (MASS) library provides a framework for simulating ABMs at fine granularity, where agents and spatial data are shared application resources in a distributed memory.  ...  Agent-Based Models (ABMs) assist with studying emergent collective behavior of individual entities in social, biological, economic, network, and physical systems.  ...  In the previous comparison, the pause feature made a large impact, reducing capture of simulation operations (including place exchanges and agent management) from 103 to just 4 in SugarScape.  ... 
doi:10.3390/informatics5020018 fatcat:a7lomkslubc7xjdk6gy2q3bjnm

An Adaptive VM Provisioning Method for Large-Scale Agent-Based Traffic Simulations on the Cloud

Masatoshi Hanai, Toyotaro Suzumura, Anthony Ventresque, Kazuyuki Shudo
2014 2014 IEEE 6th International Conference on Cloud Computing Technology and Science  
Using the Cloud for large-scale distributed simulations, such as agent-based traffic simulations, sounds like a good idea, as it is possible to provision and release easily processing nodes (e.g., virtual  ...  However, the question is complex as it involves users' objectives, such as, time to process the simulation and cost of the simulation, and because the workload evolves in distributed simulations, in each  ...  ACKNOWLEDGMENT This work was supported, in part, by JST CREST and JSPS KAKENHI, grant numbers 25700008 and 26540161, by Science Foundation Ireland grant 10/CE/I1855 to Lero (the Irish Software Engineering  ... 
doi:10.1109/cloudcom.2014.164 dblp:conf/cloudcom/HanaiSVS14 fatcat:ghou3sh5izainnvjdzrm66emgy
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