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The embedded triangles algorithm for distributed estimation in sensor networks

The embedded triangles algorithm for distributed estimation ...

引用

12th IEEE workshop on Statistical Signal Processing

作者： Delouille, V Neelamani, R Chandrasekaran, V Baraniuk, RG Rice Univ Dept Elect & Comp Engn Houston TX 77251 USA

ISBN: (纸本)0780379977

We propose a new iterative distributed estimation algorithm for Gaussian hidden Markov graphical models with loops. We decompose a loopy graph into a number of linked embedded triangles and then apply a parallel block-Jacobi iteration comprising local linear minimum mean-square-error estimation on each triangle (involving a simple 3 x 3 matrix inverse computation) followed by an information exchange between neighboring nodes and triangles. A simulation study demonstrates that the algorithm converges extremely rapidly, outperforming a number of existing algorithms. Embedded triangles are simple, local, scalable, fault-tolerant, and energy-efficient, and thus ideally suited for wireless sensor networks.

关键词： Computational modeling Concurrent computing Embedded computing Energy efficiency Fault tolerance Graphical models Hidden Markov models Iterative algorithms Matrix decomposition Wireless sensor networks

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Large-scale TCP models using optimistic parallel simulation 17

Large-scale TCP models using optimistic parallel simulation

引用

17th workshop on parallel and distributed simulation, PADS 2003

作者： Yaun, G. Carothers, C.D. Kalyanaraman, Shivkumar Department of Computer Science Rensselaer Polytechnic Institute TroyNY12180 United States Department of Electrical and Computer Systems Engineering Rensselaer Polytechnic Institute TroyNY12180 United States

ISBN: (纸本)0769519709

Internet data traffic is doubling each year, yet bandwidth does not appear to be growing as fast as expected and thus short falls in available bandwidth, particularly at the "last mile" may result. To address these bandwidth allocation and congestion problems, researchers are proposing new overlay networks that provide a high quality of service and a near lossless guarantee. However, the central question raised by these new services is what impact will they have in the large? To address these and other network engineering research questions, high performance simulation tools are required. However, to date, optimistic techniques have been viewed as operating outside of the performance envelope for Internet protocols, such as TCP, OSPF and BGP. We dispel those views and demonstrate that optimistic protocols are able to efficiently simulate large scale TCP scenarios for realistic, network topologies using a single Hyper-Threaded computing system costing less than $7000 USD. For our real world topology, we use the core AT&T US network. Our optimistic simulator yields extremely high efficiency and many of our performance runs produce zero rollbacks. Our compact modelling framework reduces the amount of memory required per TCP connection and thus our memory overhead per connection for one of our largest experimental network topologies was 2.6 KB. That value was comprised of all events used to model TCP packets, TCP connection state and routing information. © 2003 IEEE.

关键词： Large scale systems

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Critical issues on distributed simulation project management

Critical issues on distributed simulation project management

引用

International workshop/Symposium on distributed simulation and Real-Time Applications (DS-RT)

作者： A.G. Bruzzone MISS DIP University of Genoa

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Interest management in agent-based distributed simulations 03

Interest management in agent-based distributed simulations

引用

International workshop/Symposium on distributed simulation and Real-Time Applications (DS-RT)

作者： Lihua Wang S.J. Turner Fang Wang Parallel & Distributed Computing Centre Nanyang Technological University Singapore

ISBN: (纸本)9780769520360

distributed simulation enables participants situated in different geographical locations to share a common virtual world, which is called a distributed virtual environment (DVE). Among the different research topics concerned with DVE, there is a current trend of linking multi-agent systems and DVE together. With the properties of autonomy, social ability, reactivity and proactiveness, agents can be used to represent entities in DVE, where fast and accurate decision making is a determining factor of the whole environment. This paper provides a description of integrating agents into an HLA-based distributed simulation. It focuses on how to construct the sensor of an agent with different interest management schemes. Using the JADE (Java agent development framework) agent toolkit and the high level architecture (HLA) in our prototype, a minesweeping game, we outline two different implementations of this game. Due to the dynamic characteristics of agents, a problem of overdue information from the environment is discussed, and we propose an enlarged subscription region method to solve this problem. Moreover, advisories provided by the HLA are adopted to reduce the overheads. Conclusions are drawn based on the experimental results of these implementations.

关键词： Computational modeling Virtual environment Multiagent systems Java Game theory distributed computing Computer simulation Avatars Concurrent computing Joining processes

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proceedings. Thirteenth International workshop on Research Issues in Data Engineering: Multi-lingual Information Management. RIDE-MILM 2003 (IEEE ***.03TH8687)

Proceedings. Thirteenth International Workshop on Research I...

引用

International workshop on Research Issues in Data Engineering

The following topics are dealt with: NLP (natural language processing) technologies for MLIM (multi-lingual information management); system issues in MLIM; and multilingual text processing.

关键词： Natural languages Indexes

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distributed simulation and simulation practice 03

Distributed simulation and simulation practice

引用

International workshop/Symposium on distributed simulation and Real-Time Applications (DS-RT)

作者： S. Robinson Warwick Business School University of Warwick Coventry UK

ISBN: (纸本)9780769520360

As new technologies become available we need to identify their potential for application. In some cases new technologies are developed in response to specific needs (demand led), in others the technologies are developed and suitable applications are then sought (technology led). In this paper, the potential for applying distributed simulation is discussed. Three modes of simulation practice are described: software engineering; process of organizational change; and facilitation. The ways in which distributed simulation might aid these modes of practice are identified as well as some of the difficulties in adopting distributed simulation. The extent to which distributed simulation is an example of a demand led or a technology led innovation is also discussed. The emphasis is particularly on the practice of simulation in business, where distributed simulation has to date had little impact.

关键词： Application software Software engineering Technological innovation Helium Companies Europe Books Project management Artificial intelligence Humans

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Time-parallel trace-driven simulation of CSMA/CD 03

Time-parallel trace-driven simulation of CSMA/CD

引用

workshop on Principles of Advanced and distributed simulation (PADS)

作者： H. Wu R.M. Fujimoto M. Ammar Georgia Institute of Technology College of Computing Georgia Institute of Technology Atlanta GA USA

ISBN: (纸本)9780769519708

Time-parallel simulation defines a methodology that can be applied to certain specific simulation problems. We present a time-parallel approach for trace-driven simulation of the CSMA/CD protocol. The "memoryless" property of the physical system under moderate traffic loads allows for efficient time-parallel simulation. We also present two optimization techniques: the estimation of idle points and the incremental fix-up computation. The former can improve the probability that a subtrace begins with a known initial system state. The latter can speedup the fix-up computation that is required when the estimation of the initial state is incorrect.

关键词： Multiaccess communication Computational modeling Strips Concurrent computing Discrete event simulation Educational institutions Protocols Telecommunication traffic State estimation Partitioning algorithms

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Design and evaluation of a fault-tolerant adaptive router for parallel computers

Design and evaluation of a fault-tolerant adaptive router fo...

引用

International workshop on Innovative Architecture for Future Generation High-Performance Processors and Systems

作者： Yoshinaga, T Hosogoshi, H Sowa, M Univ Electrocommun Grad Sch Informat Syst Tokyo 1828585 Japan

ISBN: (纸本)0769520197

In this paper, we propose a design methodology for fault tolerant adaptive routers for parallel and distributed computers. The key idea of our method is integrating minimal and non-minimal routing that is supported by independent virtual channels (VCs). Distinguishing the routing functions for each set of VCs simplifies the design of fault-tolerant algorithms. After describing the method, we show an application of a routing algorithm for two-dimensional mesh and torus networks. This algorithm, called Detour-NF, supports three routing modes: deterministic, minimal fully adaptive and non-minimal fault-tolerant operations. We also discuss the hardware cost and operational speed of minimal and non-minimal routers based on our design, which uses hardware description language (HDL). Communication performance and fault-tolerance are demonstrated by an HDL simulation. The experimental results show that supporting both minimal and non-minimal routing modes is advantageous for high-bandwidth and low-latency communication, as well as fault-tolerance.

关键词： fault-tolerance adaptive router non-minimal routing algorithm hardware design communication performance

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An implementation of the SSF scalable simulation framework on the Cray MTA 03

An implementation of the SSF scalable simulation framework o...

引用

workshop on Principles of Advanced and distributed simulation (PADS)

作者： R.R. Henry S.H. Kahan J. Liu D.M. Nicol Cray Research Inc. Seattle WA USA Institute for Security Technology Studies Dartmouth College Hanover NH USA

ISBN: (纸本)9780769519708

Large-scale parallel discrete event simulations of massive networks, such as the Internet, are "Grand Challenge" problems: packet level simulation of even a small fraction of the Internet would consume the resources of the most powerful computers available. We reimplement the SSF scalable simulation framework so we can run large-scale network simulations originally written for DaSSF. Our implementation, CraySSF, is designed for the Cray-MTA, a multithreaded supercomputer architecture developed specifically to address large-scale computations of the kind that are not easily distributed. We describe the architecture, implementation issues, and preliminary performance results on a variety of (stock) serial and parallel architectures.

关键词： Computational modeling Large-scale systems Discrete event simulation IP networks Computer architecture Computer simulation Computer networks Concurrent computing Supercomputers distributed computing

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Predictable time management for real-time distributed simulation 03

Predictable time management for real-time distributed simula...

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workshop on Principles of Advanced and distributed simulation (PADS)

作者： T. McLean R. Fujimoto Georgia Institute of Technology College of Computing Georgia Institute of Technology Atlanta GA USA

ISBN: (纸本)9780769519708

We introduce a technique to control the overhead of time management processes in order to make such mechanisms appropriate for real-time distributed simulation is introduced. A novel message accounting scheme, the offset-epoch method, is presented as a way to increase the efficiency of time management algorithms by eliminating transient messages. A synchronized lower-bound on timestamp (LBTS) computation exploits this efficiency to reduce time management overheads. This approach represents one step in bridging the gap that now exists between analytic and real-time distributed simulations.

关键词： Predictive models Computational modeling distributed computing Concurrent computing Synchronization Computer network management Clocks Educational institutions Appropriate technology Technology management

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