International ICST Conference on Simulation Tools and Techniques最新文献_第7页

Network Security Situation Prediction Based on Improved WGAN 基于改进WGAN的网络安全态势预测

International ICST Conference on Simulation Tools and Techniques Pub Date : 2019-07-08 DOI: 10.1007/978-3-030-32216-8_64

Jiang Zhu, Tingting Wang

引用次数: 2

A Linear Regression-Based Prediction Method to Traffic Flow for Low-Power WAN with Smart Electric Power Allocations 基于线性回归的低功耗广域网智能配电交通流预测方法

International ICST Conference on Simulation Tools and Techniques Pub Date : 2019-07-08 DOI: 10.1007/978-3-030-32216-8_12

Bing Liu, Fanbo Meng, Yun Zhao, Xinge Qi, Bin Lu, Kai-Fu Yang, Xiao Yan

引用次数: 1

Implementation of Cognitive Driver Models in Microscopic Traffic Simulations 微观交通仿真中认知驾驶员模型的实现

International ICST Conference on Simulation Tools and Techniques Pub Date : 2016-08-22 DOI: 10.14279/DEPOSITONCE-7145

R. Cristea, Stefan Rulewitz, I. Radusch, K. Hübner, B. Schünemann

引用次数: 2

VNE-Sim: A Virtual Network Embedding Simulator 虚拟网络嵌入模拟器

International ICST Conference on Simulation Tools and Techniques Pub Date : 2016-08-22 DOI: 10.5555/3021426.3021444

Soroush Haeri, L. Trajković

引用次数: 6

A self-learning energy management system for a smart-grid-ready residential building 基于智能电网的住宅建筑能源自我学习管理系统

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2261068

F. Pallonetto, Yerlan Turenshenko, E. Mangina, D. Finn

{"title":"A self-learning energy management system for a smart-grid-ready residential building","authors":"F. Pallonetto, Yerlan Turenshenko, E. Mangina, D. Finn","doi":"10.4108/eai.24-8-2015.2261068","DOIUrl":"https://doi.org/10.4108/eai.24-8-2015.2261068","url":null,"abstract":"Based on research and scientific advances in sensor and network technologies, machine learning, and standard statistical methods, a development and a deployment of energy management systems could reduce the cost of electricity in residential buildings. This paper describes two implementations of an energy management system. The objective of the algorithm is to reduce the energy consumption of a residential building maintaining the thermal comfort. The first prototype used a rule-based control flow and reduced the baseline consumption by 25%, whereas the smart version of energy management system reached almost 50% minimisation of consumption by predicting future changes in the house temperature via a tree based machine learning models generated in R language. This Smart Controller with these predictions and energy cost calculations makes decision to either turn on or off the heating system of the house. To test and evaluate the system, both energy management systems run a virtual building simulation environment such as EnergyPlus through its interface controller BCVTB and RESTful API service that controls the building simulation software and stores obtained results to its database.","PeriodicalId":132237,"journal":{"name":"International ICST Conference on Simulation Tools and Techniques","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116774016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Flipping the priority: effects of prioritising HTC jobs on energy consumption in a multi-use cluster 颠倒优先次序：确定 HTC 工作的优先次序对多用途集群能耗的影响

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2261101

M. Forshaw, A. McGough

{"title":"Flipping the priority: effects of prioritising HTC jobs on energy consumption in a multi-use cluster","authors":"M. Forshaw, A. McGough","doi":"10.4108/eai.24-8-2015.2261101","DOIUrl":"https://doi.org/10.4108/eai.24-8-2015.2261101","url":null,"abstract":"High Throughput Computing (HTC) through the use of volunteer computing provides a compelling opportunity to perform large volumes of computation without the need to invest in computational resources. This relies on the good will of computer owners who volunteer their computer idle time. In scenarios when there is contention the HTC system will relinquish the computer -- normally achieved through termination or suspension. This often leads to longer turn-around times for the HTC jobs and an increase in energy consumption when the work is restarted elsewhere. However, within large organisations this distinction of who is the owner of a computer and who should take priority is not always clear. If a user enters a large cluster room (of identical computers) should they be allowed to use a computer which is servicing a HTC job when other computers are idle? Should HTC jobs be able to delay the rebooting of computers thus allowing the jobs to complete? In this work we relax some of the common computer management policies used in large organisations. We evaluate if alternative policies which may have impact on the primary users of the computers could save enough energy to make this impact tolerable. We evaluate our approach through the use of the HTC-Sim simulation framework. We demonstrate a potential energy saving of 12.4%, along with overhead reductions of 20--74%, and up to 48% reduction in job terminations by re-directing only 13% of users away from computers servicing HTC jobs.","PeriodicalId":132237,"journal":{"name":"International ICST Conference on Simulation Tools and Techniques","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125739794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

A V2X message evaluation methodology and cross-domain modelling of safety applications in V2X-enabled E/E-architectures V2X信息评估方法和支持V2X的E/E架构中安全应用的跨域建模

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2261038

Harald Bucher, Florian Buciuman, Alexander Klimm, O. Sander, J. Becker

{"title":"A V2X message evaluation methodology and cross-domain modelling of safety applications in V2X-enabled E/E-architectures","authors":"Harald Bucher, Florian Buciuman, Alexander Klimm, O. Sander, J. Becker","doi":"10.4108/eai.24-8-2015.2261038","DOIUrl":"https://doi.org/10.4108/eai.24-8-2015.2261038","url":null,"abstract":"The introduction of Vehicular Ad-Hoc Networks (VANETs) enables great potential for improving road traffic flow and especially active safety applications such as cooperative adaptive cruise control (CACC). Such applications not only rely on continuous broadcast of vehicle state information (beacons) of all vehicles, but also have strict real-time requirements. Regarding automotive E/E architectures this continuous broadcasting adds heavy internal E/E data traffic that needs to be processed in real-time by Electronic Control Units (ECUs). In this work we address this issue by proposing a novel cluster-based message evaluation methodology to significantly reduce internal E/E network traffic by discarding irrelevant messages. The approach is only depending on information received over beacons. It combines a vehicle clustering strategy as well as network and vehicle state monitoring capabilities in order to correctly evaluate messages under real-time constraints. The proposed methodology is modeled inside an abstract ECU. It is evaluated by simulating a model-based CACC application under different traffic scenarios. It is shown that a significant reduction of messages is achievable, while still guaranteeing accident-free behavior of CACC.","PeriodicalId":132237,"journal":{"name":"International ICST Conference on Simulation Tools and Techniques","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127600820","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Comparison of measurements and simulation model of indoor signal level variation in LTE networks LTE网络室内信号电平变化的测量与仿真模型比较

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2261125

K. Grochla, Michal Gorawski, Konrad Polys

引用次数: 1

Video streaming analysis in Vienna LTE system level simulator 视频流分析在维也纳LTE系统级模拟器

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2261188

Zakaria Ye, T. Jiménez, R. E. Azouzi

引用次数: 4

Netml-ns3-click: modeling of routers in Netml/ns3 by means of the click modular router Netml-ns3-click:通过click模块化路由器对Netml/ns3中的路由器进行建模

International ICST Conference on Simulation Tools and Techniques Pub Date : 2015-08-24 DOI: 10.4108/eai.24-8-2015.2260965

R. Addie, Joshua Pravin Raj Natarajan

引用次数: 1