2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems最新文献_第2页

A Decentralized Negotiation Method for Stable Resource Allocation Based on Symbiotic-Autonomous Decentralized System Concept 基于共生自治分散系统概念的资源稳定分配的分散协商方法

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.41

Koichiro Iijima, Yukio Ikemoto, T. Fukumoto

引用次数: 2

A Stackelberg Game Approach for Energy Management in Smart Distribution Systems with Multiple Microgrids 多微电网智能配电系统能量管理的Stackelberg博弈方法

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.15

Zhenyu Zhou, Jinfang Bai, Sheng Zhou

{"title":"A Stackelberg Game Approach for Energy Management in Smart Distribution Systems with Multiple Microgrids","authors":"Zhenyu Zhou, Jinfang Bai, Sheng Zhou","doi":"10.1109/ISADS.2015.15","DOIUrl":"https://doi.org/10.1109/ISADS.2015.15","url":null,"abstract":"The introduction of micro grids (MGs) into the utility grid poses new challenges in the energy management design due to the intermittent characteristics of renewable energy sources and limited storage capacity. In this paper, we proposed a distributed energy management algorithm by taking into consideration the interactions and interconnections among utility companies, MGs, and customers. We model the energy management problem as a two-stage Stackel berg game, in which utility companies and MGs are game leaders, and customers are game followers. Utility companies and MGs make decisions about what price to offer their electricity to customers. Customers adjust their electricity procurement amounts based on the prices offered by utility companies and MGs. We prove that a Nash equilibrium exists in the proposed two-stage Stackelberg game, and the optimum solutions obtained by the distributed energy management algorithm is exactly the Nash equilibrium. We have analyzed and verified the relationships among utility functions, electricity prices, electricity demands, electricity procurement amounts, and pollutant parameters through computer simulations. We have also compared the performance of the proposed distributed algorithm with the centralized algorithm under different simulation conditions.","PeriodicalId":282286,"journal":{"name":"2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133275193","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: 11

Analysis of Industrial Control Systems Traffic Based on Time Series 基于时间序列的工业控制系统流量分析

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.28

Yingxu Lai, J. Jiao, Liu Jing

引用次数: 3

The Sender Controlled Security Model for Message Service 消息服务的发送方控制的安全模型

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.46

Lu Songtao, Qi Ming

引用次数: 2

Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks 基于动态贝叶斯网络的态势感知估计模拟飞行参数离散化

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.48

C. Morales, S. Moral

{"title":"Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks","authors":"C. Morales, S. Moral","doi":"10.1109/ISADS.2015.48","DOIUrl":"https://doi.org/10.1109/ISADS.2015.48","url":null,"abstract":"In the context of a PhD thesis on data mining, we have implemented a simulation environment that collects data for measurements of certain aspects of the Situational Awareness (SA) of a pilot using Bayesian networks (BN). The tool is based on a web application that emulates an Electronic Flight Bag (EFB) and is connected to a flight simulator, providing the user with basic autopilot controls and a customizable interface to access aeronautical information. Relevant data concerning to actions of the pilot, information queries and flight parameters are stored in a database. The use of System Wide Information Management (SWIM) technologies is specially applicable to this research because they provide a robust and powerful approach to the exploration of data relationships. But before analyzing the probabilistic dependencies of the dataset collected during the simulation, it is necessary to study how variables are adapted to the requirements of a Dynamic BN (DBN). This paper briefly presents some SA rating techniques and our approach to achieve a relevant measurement that relies on cockpit information management and DBN, focusing on the first experiment performed with the simulation environment, that analyzes the influence of different discretization criteria on the scores obtained by DBN that learn variable dependencies from data.","PeriodicalId":282286,"journal":{"name":"2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131495128","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: 4

Cell Search Time Performance Using Same Frequency Spectrum for Heterogeneous Networks Including Indoor Small Cells 基于同频谱的室内小小区异构网络小区搜索时间性能研究

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.11

Naoki Noguchi, M. Sawahashi, Satoshi Nagata

引用次数: 1

Implementation of an Agent-Based Manufacturing Grid 基于agent的制造网格的实现

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.43

L. V. Moergestel, E. Puik, Daniël Telgen, J. Meyer

引用次数: 1

Real-Time Oriented System Wide Information Management for Service Assurance 面向服务保障的实时全系统信息管理

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.22

Xiaodong Lu, T. Koga

引用次数: 6

The Research Synopsis about SWIM in China 游泳在中国的研究概况

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.14

Milong Zhao, Xiling Luo, M. Qi, Feng Zeng

引用次数: 6

Workload Estimation for Improving Resource Management Decisions in the Cloud 改进云中资源管理决策的工作负载估计

2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems Pub Date : 2015-03-25 DOI: 10.1109/ISADS.2015.17

Jemish patel, V. Jindal, I. Yen, F. Bastani, Jie Xu, P. Garraghan

{"title":"Workload Estimation for Improving Resource Management Decisions in the Cloud","authors":"Jemish patel, V. Jindal, I. Yen, F. Bastani, Jie Xu, P. Garraghan","doi":"10.1109/ISADS.2015.17","DOIUrl":"https://doi.org/10.1109/ISADS.2015.17","url":null,"abstract":"In cloud computing, good resource management can benefit both cloud users as well as cloud providers. Workload prediction is a crucial step towards achieving good resource management. While it is possible to estimate the workloads of long-running tasks based on the periodicity in their historical workloads, it is difficult to do so for tasks which do not have such recurring workload patterns. In this paper, we present an innovative clustering based resource estimation approach which groups tasks that have similar characteristics into the same cluster. The historical workload data for tasks in a cluster are used to estimate the resources needed by new tasks based on the cluster(s) to which they belong. In particular, for a new task T, we measure T's initial workload and predict to which cluster(s) it may belong. Then, the workload information of the cluster(s) is used to estimate the workload of T. The approach is experimentally evaluated using Google dataset, including resource usage data of over half a million tasks. We develop a workload model based on the dataset which is then used to estimate the workload patterns of several randomly selected tasks from the trace log. The results confirm the effectiveness of this cluster-based method for estimating the resources required by each task.","PeriodicalId":282286,"journal":{"name":"2015 IEEE Twelfth International Symposium on Autonomous Decentralized Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131181833","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: 45