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A first look at the performance of autonomous mobile agents in dynamic networks

C. Erfurth, A. Dohler, W. Rossak
2004 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the  
Furthermore, we take a first look at the possible performance enhancement of mobile agents which are using the framework.  ...  The Map Module collects information on the available network of agent servers (agencies). By this means, a mobile agent is able to locate services within the network.  ...  Erich Stein for their support and the fruitful discussions. Many thanks also to our students which worked on the framework.  ... 
doi:10.1109/hicss.2004.1265672 dblp:conf/hicss/ErfurthDR04 fatcat:25mwflwxnndhvpk6uwqom7ebvu

Mobile Agent Programming Paradigm and its Application Scenarios

Rahul Singh Chowhan
2018 International Journal of Current Microbiology and Applied Sciences  
In this article we shall look at the properties and some of the benefits of mobile agent systems.  ...  We have also looked at the difference between an agent and an object. Also we have looked at mobile agents applications.  ... 
doi:10.20546/ijcmas.2018.705.382 fatcat:vbkg66qdxfegvldp3scg7bcihi

Network selection for autonomous mobile devices

Toktam Mahmoodi
2013 2013 10th Annual Conference on Wireless On-demand Network Systems and Services (WONS)  
The proposed algorithm here is based on an autonomous agent at the mobile node, and assisted by integration of distributed cloud services.  ...  The ultimate aim is the design of RAN selection algorithm owned by autonomous and intelligent user agents that can significantly improve the user's Quality of Experience (QoE) in terms of network coverage  ...  While access to the cloud will allow the agent to make a more informed decision, the autonomous agent at the mobile node should be able to operate in the absence of such access.  ... 
doi:10.1109/wons.2013.6578336 dblp:conf/wons/Mahmoodi13 fatcat:z7n7f4ijwrb4ze6hztsykslcui

An Infrastructure-Based Approach to Support Dynamic Networks with Mobile Agents [chapter]

Arndt Döhler, Christian Erfurth, Wilhelm Rossak
2005 Lecture Notes in Computer Science  
Another module we are going to discuss in this paper facilitates autonomous and proactive routing of mobile agents. Agents form the application layer of the system.  ...  In this paper we describe a framework which provides a self-organizing infrastructure that allows to link otherwise autonomous elements in a flexible way and adapts dynamically to changes in the underlying  ...  For a mobile agent the opportunity for a proactive and autonomous planning of its itinerary is essential in this context.  ... 
doi:10.1007/11520184_1 fatcat:bmh33rismjbz5jullggmnsp5zm

Dynamic Resource Management for Mobile Services [chapter]

Carmelo Ragusa, Antonio Liotta, George Pavlou
2003 Lecture Notes in Computer Science  
We have been looking at the issues related to 'dynamic resource management for 3G services and beyond' within the Virtual Centre of Excellence in Mobile and Personal Communications (M-VCE) project [13]  ...  In this paper we propose a dynamic resource management system addressing the key requirements of mobile services -i.e. services realized as Mobile Agents (MAs).  ...  We are looking at how to combine agent mobility and autonomy with a more conventional approach in which it is the management system that triggers management actions.  ... 
doi:10.1007/978-3-540-39646-8_15 fatcat:n57bhuyojzeofkkwxpy7btqlw4

The Effects of Mobile Agent Performance on Mp3 Streaming Applications [chapter]

B. Thai, A. Seneviratne
2000 Lecture Notes in Computer Science  
This paper considers the use of software mobile agents as proxy agents, to provide seamless mobility and cater for heterogeneous devices and network characteristics.  ...  We show how a mobile proxy agent can be used within the March Framework and we try to evaluate the impact of agent migration when it is used as a relay proxy for an mpeg layer 3 audio streaming application  ...  Acknowledgments The authors would like to acknowledge Ericsson Radio Systems AB, Sweden and Ericsson Australia for their financial support.  ... 
doi:10.1007/3-540-45391-1_17 fatcat:r4jlqdb6e5gvhm3izuivhg2hj4

Dynamic information retrieval optimization using mobile agents

Subrata Das, Kurt Shuster, Curt Wu
2003 Proceedings of the second international joint conference on Autonomous agents and multiagent systems - AAMAS '03  
We have developed a system by which the advantages of mobile agents are leveraged to optimize data retrieval by dynamically optimizing the retrieval strategy as it is carried out.  ...  This strategy equips each spawned agent with the full query execution graph and necessary code to execute the retrieval plan at any data site in the network.  ...  We have enhanced ACQUIRE to a system in which the advantages of mobile agents are leveraged to optimize data retrieval by dynamically optimizing the retrieval strategy as it is carried out.  ... 
doi:10.1145/860575.860749 dblp:conf/atal/DasSW03 fatcat:vu3o6tmbsfeijcjihsrbxwfaqq

Dynamic information retrieval optimization using mobile agents

Subrata Das, Kurt Shuster, Curt Wu
2003 Proceedings of the second international joint conference on Autonomous agents and multiagent systems - AAMAS '03  
We have developed a system by which the advantages of mobile agents are leveraged to optimize data retrieval by dynamically optimizing the retrieval strategy as it is carried out.  ...  This strategy equips each spawned agent with the full query execution graph and necessary code to execute the retrieval plan at any data site in the network.  ...  We have enhanced ACQUIRE to a system in which the advantages of mobile agents are leveraged to optimize data retrieval by dynamically optimizing the retrieval strategy as it is carried out.  ... 
doi:10.1145/860722.860749 fatcat:73c5ofrzrjhh7lth7zaqv6uawy

Coordinated control of mobile antennas for ad hoc networks

Gianluca Antonelli, Filippo Arrichiello, Stefano Chiaverini, Roberto Setola
2006 International journal of Modeling, identification and control  
This paper investigates the implementation of a wireless mobile ad-hoc network to guarantee that an autonomous agent, i.e., an autonomously driven mobile vehicle or a human, remains connected to a fixed  ...  To the purpose, the use of a platoon of mobile robots is proposed to carry a number of repeater antennas; these are suitably moved to dynamically ensure a multi-hop communication link to the moving agent  ...  First studies on this topic were related to use mobile robots to provide adaptive sensor network in a dynamic environment.  ... 
doi:10.1504/ijmic.2006.008649 fatcat:jvgyktrjkza4jgqtk2fxckc3cy

Mobile Agents in Heterogeneous Networks: A Look on Performance

R. B. Patel, Neeraj Goel
2006 Journal of Computer Science  
The Map Module collects information on the available network of agent hosts (AHs) and a mobile agent is able to locate services within the network with the help of this module.  ...  This article present a framework designed on top of PMADE (Platform for Mobile Agent Distribution and Execution) to support our research in this domain. Our framework consists of three modules.  ...  We took a look at some reference measurements in a network with the help of the OS-Ping.  ... 
doi:10.3844/jcssp.2006.824.834 fatcat:kxuhsazo4jbifhig53y5pclwqa

Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment [article]

Ali Alizadeh, Majid Moghadam, Yunus Bicer, Nazim Kemal Ure, Ugur Yavas, Can Kurtulus
2019 arXiv   pre-print
In this work, we develop a novel simulation environment that emulates these challenges and train a deep reinforcement learning agent that yields consistent performance in a variety of dynamic and uncertain  ...  Autonomous lane changing is a critical feature for advanced autonomous driving systems, that involves several challenges such as uncertainty in other driver's behaviors and the trade-off between safety  ...  To take a closer look at the performance of the agent I compared to MOBIL algorithm, both are evaluated for 100 episodes, where the achieved rewards for each episode is explicitly shown in Fig. 5 .  ... 
arXiv:1909.11538v1 fatcat:frgmz75pu5ah7ogqcbkt2kwuee

An Efficient Navigation Framework for Autonomous Mobile Robots in Dynamic Environments using Learning Algorithms

Xuan-Tung Truong, Hong Toan Dinh, Cong Dinh Nguyen
2018 Journal of Computer Science and Cybernetics  
In this paper, we propose an efficient navigation framework for autonomous mobile robots in dynamic environments using a combination of a reinforcement learning algorithm and a neural network model.  ...  The simulation results in a simulated environment shows that, our proposed navigation framework is capable of driving the mobile robots to avoid dynamic obstacles and catch up dynamic targets, providing  ...  In other words, the mobile robot is capable of autonomously and safely navigating in the dynamic environment.  ... 
doi:10.15625/1813-9663/33/2/9822 fatcat:wr4imbjjrvgzhi2yv4t5sdmhge

Decentralized management of persistent bandwidth provision for mobile devices in cellular radio networks

M. Reinicke, M. Strasser
2004 37th Annual Hawaii International Conference on System Sciences, 2004. Proceedings of the  
The paper introduces an economic approach that balances the scarce quantity of bandwidth in a market system with the help of an internal payment system.  ...  Research results, comparing central coordination to a decentralized organized subject to different network topologies and -parameters have shown that networks underlying high dynamic appearance of peers  ...  The peer dynamics dimension looks at the frequency of changes in the network, characterized by the appearance and disappearance of mobile devices and their connecting network links.  ... 
doi:10.1109/hicss.2004.1265473 dblp:conf/hicss/ReinickeS04 fatcat:hflwpvukjrbsnnrkmpqw6ctepy

Mobile Agent Middleware for Autonomic Data Fusion in Wireless Sensor Networks [chapter]

Aristides Mpitziopoulos, Damianos Gavalas, Charalampos Konstantopoulos, Grammati Pantziou
2009 Autonomic Computing and Networking  
Mobile agents (MAs) are referred to as autonomous application programs with the inherent ability to move from node to node towards a goal completion.  ...  In the context of wireless sensor networks (WSNs), MAs may be used by network administrators in the process of combining data and knowledge from different sources aiming at maximizing the useful information  ...  A WSN mobile-agent middleware system (WMMS) must provide a platform to support MAs to perform user-assigned tasks (in our case autonomic data fusion tasks) while enabling the application deployment in  ... 
doi:10.1007/978-0-387-89828-5_3 fatcat:tkpea5rioff3jd5zzxrq3rah4a

Autonomic Framework for IT Security Governance

Sitalakshmi Venkatraman
2017 International Journal of Managing Information Technology  
attacks effectively using mobile agents.  ...  In addition, this paper provides a roadmap for autonomic IT security governance by applying the proposed framework The roadmap employs a continuous improvement feedback loop. for achieving the targeted  ...  A closer look at the various mobile computing models that incorporate agents indicate that the following three types of agents exist: 1. Fixed agent with server 2.  ... 
doi:10.5121/ijmit.2017.9301 fatcat:qtlqeaauefe7redgaayhqm4hhu
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