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Evaluation of Crowd Models in Low Density Scenarios Using Real-world Crowd Data
In this paper, we evaluate the simulation accuracy of five crowd models: (a) RVO2; (b) social force; (c) approximate nearest neighbor search (ANN); (d) perception-action graph (PAG); and (e) clustering-based model (CLUST) by comparing the simulation ...
Targeted Extraction of Simulation Data
Since simulation is a tool for generating data, a major task in executing simulations is to extract data from simulation runs. However, traditional methods of data extraction such as instrumenting the model code by hand or over-instrumenting the model ...
Towards an Efficient Multi-way Factorization of Multi-dimensional Big Data across a GPU Cluster
It has long been an important issue in various disciplines to examine massive multi-dimensional data by extracting the embedded multi-way factors. With the quick increases in both scales and dimensions of data under analysis, research challenges arise ...
Energy-aware simulation of workflow execution in High Throughput Computing systems
Workflows offer a great potential for enacting corelated jobs in an automated manner. This is especially desirable when workflows are large or there is a desire to run a workflow multiple times. Much research has been conducted in reducing the makespan ...
Enhancing Load Balancing Efficiency Based on Migration Delay for Large-Scale Distributed Simulations
Load management is an essential and important factor for distributed simulations running on shared resources due to load imbalances that can caused considerable performance loss. This feature is essential for High Level Architecture (HLA) -based ...
Can MIC find its place in the field of PDES?: An Early Performance Evaluation of PDES Simulator on Intel Many Integrated Cores Coprocessor
The widespread utilization of many-core processors offers a good opportunity for Parallel Discrete Events Simulation (PDES) to obtain a better execution performance. As one of the newly introduced many-core processors, the Intel Xeon Phi coprocessor ...
Easing the development of HLA Federates: the HLA Development Kit and its exploitation in the SEE Project
- Alberto Falcone,
- Alfredo Garro,
- Anastasia Anagnostou,
- Nauman R. Chaudhry,
- Omar-Alfred Salah,
- Simon J. E. Taylor
The Modeling & Simulation (M&S) of modern cyber-physical systems is presenting new challenges. New M&S techniques, methods and tools are emerging that take advantage of distributed simulation environments. One of the most mature and popular standard for ...
Distributed System as Internet of Things for a new low-cost, Air Pollution Wireless Monitoring on Real Time
- Walter Fuertes,
- Diego Carrera,
- César Villacís,
- Theofilos Toulkeridis,
- Fernando Galárraga,
- Edgar Torres,
- Hernán Aules
We have developed a low-cost wireless monitoring system, that enables air quality referential parameters measurements based on a multilayer distributed model with an Arduino platform. This is an Internet of Things application, of which a physical object ...
Toward Scalable Emulation of Future Internet Applications with Simulation Symbiosis
Mininet is a popular container-based emulation environment built on Linux for testing OpenFlow applications. Using Mininet, one can compose an experimental network using a set of virtual hosts and virtual switches with flexibility. However, it is well ...
A WordNet-based Parameter Configuration Assistance Technology in Simulation Application
The parameter configuration is frequent and necessary in the simulation application development. During the parameter configuration, the candidate parameters are numerous and of various types, selecting the correct candidate parameter by hand is of ...
Towards An Info-Symbiotic Decision Support System for Disaster Risk Management
This paper outlines a framework for an infosymbiotic modelling system using cyber-physical sensors to assist in decision-making. Using a dynamic data-driven simulation approach, this system can help with the identification of target areas and resource ...
A state-centered multi-formalism behavioral modeling method for combat system effectiveness simulation
Behavioral modeling is a pivot modeling issue in combat system effectiveness simulation. There are different aspects of combat behaviors which need to be modeled with multiple modeling and simulation formalisms. In this paper, we firstly analyze the ...
An Energy Effective Routing Algorithm for Event-driven Wireless Sensor Networks
Event-driven wireless sensor networks are special networks that just need the sensors which detected the events gathering and sending data through a reasonable routing to the single information processing center called sink node, usually used in ...
Adaptive Human Behavior Modeling for Air Combat Simulation
Military simulations, especially those for personnel training and equipment effectiveness analysis, require proper human behavior models (HBMs) to play blue or red. Traditionally, the HBMs are controlled through rule based scripts. However, the doctrine-...
Web3D-based Online Walkthrough of Large-scale Underground Scenes
Large-scale scenes' processing has become the major trend today. We mainly address the online walkthrough of Large-scale underground (UG) scenes in this paper. Taking into account the characteristics of UG scene, we first propose a lightweight ...
A Path-Assisted Dead Reckoning Algorithm for Distributed Virtual Environments
This paper proposes a novel path-assisted dead reckoning algorithm for distributed virtual environments (DVEs). Unlike traditional dead reckoning algorithms that perform extrapolations based solely on kinematic models, the new algorithm takes ...
Enabling HLA-based Simulations on the Cloud
The HLA framework is widely used to formalize simulations and achieve reusability and interoperability of simulation components. In order to manage the underlying system of HLA-based simulations, Grid Computing and Cloud Computing are employed to tackle ...
A Strategy for Server Management to Improve Cloud Service QoS
According to [1], cloud computing is one of ICT core areas in the next five years. The computing paradigm also is a research trend that has attracted strongly scientist community. Until now, there are many studies, which have focused on saving energy ...
Simulation Application for Improving the Efficiency of New Distribution Centers
Simulation techniques are widely used for improving the capability of the system processes and identifying the system efficiency. In this research, the product distribution systems were developed for new Distribution Centers (DCs) where always confront ...
Study on the Simulation Model of Kill Probability of Multiple Shots
First of all, the technological framework of the model for calculating the kill probability of multiple shots is established, followed by the corresponding calculation equations relating to two cases of both shooting errors and shooting index. For ...
Aggregating Opinions to Optimize Multi-objective Urban Tactical Position Selection
In this research-in-progress paper we present a new real-world domain for studying the aggregation of different opinions: optimal urban tactical position selection (TPS). This is an important and foreseeable real world application, not only because ...
Timing Analysis of Cyclic Time Petri Net Using Relaxed Unfolding and Global Time Technique
Time Petri nets are a powerful formalism for representing real-time systems. State Class Graph is a useful tool for timing analysis of time Petri nets. However, this tool is inaccurate when performing timing analysis of sequences of transitions firings. ...
Accelerating Large Scale Artificial Society Simulation with CPU/GPU based Heterogeneous Parallel Method
artificial society is an effective way for social science research. However, in order to meet real-time and super realtime requirement of computational experiment, the execution efficiency of large-scale artificial society then becomes the burning ...
An Empirical Study of Energy Consumption in Distributed Simulations
Power and energy consumption are important concerns in the design of high performance and mobile computing systems, but have not been widely considered in the design of parallel and distributed simulations. The importance of these factors is discussed ...
Integrated QoS-aware Resource Provisioning for Parallel and Distributed Applications
- Zengxiang Li,
- Long Wang,
- Yu Zhang,
- Tram Truong-Huu,
- En Sheng Lim,
- Purnima Murali Mohan,
- Shibin Chen,
- Shuqin Ren,
- Mohan Gurusamy,
- Zheng Qin,
- Rick Siow Mong Goh
With more parallel and distributed applications moving to Cloud and data centers, it is challenging to provide predictable and controllable resources to multiple tenants, and thus guarantee application performance. In this paper, we propose an ...
On the Potential of Optimized Data Exchange in Distributed Embedded Simulation
Simulation is an important and widely used method for the analysis of the behavior of large systems, many applications exist. Special branches of research are the simulation of very large models using distributed simulation, and embedded simulation, ...
Power Estimation of an ECDSA Core applied in V2X Scenarios using Heterogeneous Distributed Simulation
Embedded systems are steadily growing in complexity and nowadays power consumption additionally plays an important role. Designing and exploring such systems embedded in its environment demand for holistic and efficient simulations. In this work we use ...
A Distributed Simulation Platform using HLA for Complex Embedded Systems Design
- Alisson V. Brito,
- Luis Feliphe S. Costa,
- Harald Bucher,
- Oliver Sander,
- Juergen Becker,
- Helder Oliveira,
- Elmar U. K. Melcher
Design complex embedded systems demands method and tools that allow the simulation and verification in an efficient and practical way. This paper proposes the development and evaluation of a distributed simulation platform of heterogeneous simulators ...
Index Terms
- Proceedings of the 19th International Symposium on Distributed Simulation and Real Time Applications