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33rd international conference on Advanced Information Networking and Applications, AINA 2019

ISBN: (纸本)9783030150341

The proceedings contain 111 papers. The special focus in this conference is on Advanced Information Networking and Applications. The topics include: Data Center Clustering for Geographically distributed Cloud Deployments;cost Benefits of Multi-cloud Deployment of Dynamic Computational Intelligence Applications;an Overview of Multi-cloud computing;multi-objective Optimal Power Flow Using Improved Multi-objective Multi-verse Algorithm;enhanced Robustness Strategy for IoT in Smart Cities Based on Data Driven Approach;game-Theoretical Energy Management for Residential User and Micro Grid for Optimum Sizing of Photo Voltaic Battery systems and Energy Prices;Electricity Load Forecasting for Each Day of Week Using Deep CNN;Short Term Load Forecasting Using XGBoost;Electricity Price Forecasting in Smart Grid: A Novel E-CNN Model;an Architecture for distributed Ledger-Based M2M Auditing for Electric Autonomous Vehicles;electricity Price Prediction by Enhanced Combination of Autoregression Moving Average and Kernal Extreme Learing Machine;prediction of Building Energy Consumption Using Enhance Convolutional Neural Network;Is QUIC Quicker Than TCP?: A Performance Evaluation;PRAN: A Provenance Based Model and Prototype to Strengthen Authentication;the Deepest Vertex First Reboot: Rebooting Network Edge Switches in a Campus Network;analyzing and Recognizing Pedestrian Motion Using 3D sensor Network and Machine Learning;novel Interestingness Measures for Mining Significant Association Rules from Imbalanced Data;extended Scheme Mediation Integration Model for Information systems Project Proposal;an Analysis on Recent Mobile Application Trend in Bangladesh;Performance Evaluation of Routing Protocols in DTNs Considering Different Mobility Models;CRAWL: A Trace Routing Algorithm Based on Hybrid Two-Layer Topology;A Distance-Based Advertisement-Delivery Method for Vehicular DTN.

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IEC-61850 Based EPON System Information Mapping Scheme for Energy Internet 3

IEC-61850 Based EPON System Information Mapping Scheme for E...

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3rd ieee international conference on Cloud computing and Big Data Analysis (ICCCBDA)

作者： Xiong, Lixiang Zhang, Kefeng Wuhan Huaxia Univ Technol Wuhan Hubei Peoples R China

ISBN: (纸本)9781538643013

In the field of energy internet, the Ether Passive Optical Network (EPON) plays an important role to deal with a great number of information and control messages. With the advantages of high bandwidth and reliability, the EPON system has already played an important role to support distributed energy resources. Moreover, IEC61850 protocol has been introduced into the communication field of distributed energy resources (DER). However, EPON system have not yet been included in the IEC-61850 architecture as IED (Intelligent Electronic Device) information mapping model. Aimed to solve this problem, the information modeling and evaluation method of EPON System for energy internet is proposed in this paper. The communication architecture of IEC61850 and the IED modeling are introduced. Then, information mapping model of EPON system is conducted, including logic node, port management, data requirement.

关键词： energy internet information mapping EPON

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Tradeoff between Storage Cost and Repair Cost for Cloud Storage 3

Tradeoff between Storage Cost and Repair Cost for Cloud Stor...

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3rd ieee international conference on Cloud computing and Big Data Analysis (ICCCBDA)

作者： Liu, Pengfei Zheng, Lin Yu, Quan Ye, Huiying Wuhan Univ Technol Sch Informat Engn Wuhan Hubei Peoples R China Wuhan Univ Technol Minist Educ Key Lab Fiber Opt Sensing Technol & Informat Proc Wuhan Hubei Peoples R China Hubei Inland Shipping Technol Key Lab Wuhan Hubei Peoples R China

ISBN: (纸本)9781538643013

Cloud storage systems (CSS) are heterogeneous in nature. In such a heterogeneous distributed storage system, how to identify a tradeoff between system storage cost and system repair cost is investigated by analyzing the min-cut constraints of information flow graph. Moreover, it is proved that the number of min-cut constraints can be greatly reduced such that the tradeoff curve can be established in polynomial time.

关键词： cloud storage distributed storage system data repair data retrieval

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Method of Maintaining Data Consistency in Microservice architecture 4

Method of Maintaining Data Consistency in Microservice archi...

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4th ieee international conference on Big Data Security on Cloud (BigDataSecurity) / 4th ieee international conference on High Performance and Smart computing (HPSC) / 3rd ieee international conference on Intelligent Data and Security (IDS)

作者： Fan, Weibei Han, Zhijie Zhang, Yujie Wang, Ruchuan Soochow Univ Sch Comp Sci & Technol Suzhou Peoples R China Henan Univ Inst Data & Knowledge Engn Kaifeng Peoples R China Nanjing Univ Posts & Telecommun Coll Comp Nanjing Jiangsu Peoples R China Jiangsu High Technol Res Key Lab Wireless Sensor Nanjing Jiangsu Peoples R China

ISBN: (纸本)9781538643990

Data consistency is a classic problem in the field of distributed system research. The diversity and complexity of data sources and business needs in the big data era bring many new challenges to conformance research, and at the same time, push forward the research in this field. Microservice architecture is a new technology of deploying applications and services in the cloud. flow to ensure data consistency in microservice has become a hot topic. We propose a method to improve the data consistency in microservice architecture.

关键词： Dig data Data consistency distributed system microsenice

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ieee Access Special Section Editorial: Scalable Deep Learning for Big Data

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ieee ACCESS 2020年 8卷 216617-216622页

作者： Han, Liangxiu Zhang, Daoqiang Rana, Omer Pan, Yi Jabbar, Sohail Yousif, Mazin Aloqaily, Moayad Manchester Metropolitan Univ Dept Comp & Math Manchester M1 5GD Lancs England Nanjing Univ Aeronaut & Astronaut Coll Comp Sci & Technol Nanjing 210016 Peoples R China Cardiff Univ Sch Comp Sci & Informat Cardiff CF24 3AA Wales Georgia State Univ Dept Comp Sci Atlanta GA 30302 USA Univ Faisalabad Dept Computat Sci Faisalabad 38000 Pakistan DXC Technol Tysons VA 22102 USA Al Ain Univ Fac Engn Al Ain U Arab Emirates

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An Efficient Depth-Based Forwarding Protocol for Underwater Wireless sensor Networks 3

An Efficient Depth-Based Forwarding Protocol for Underwater ...

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3rd ieee international conference on Cloud computing and Big Data Analysis (ICCCBDA)

作者： Liu, Xiaoyang Liu, Peishun Long, Tianli Lv, Ze Tang, Ruichun Ocean Univ China Coll Informat Sci & Technol Qingdao Peoples R China

ISBN: (纸本)9781538643013

The communication in the underwater wireless sensor networks (UWSN) faces many challenges and it consumes much more energy while the packet delivery ratio is low. In this paper, an efficient depth based forwarding (EDBF) protocol for the UWSN is proposed. The protocol uses the weight to select the next hop for data forwarding, which takes full account of the depth factor, the energy ratio and the next hop forwarding quality. First, the depth factor calculated by the relative depth is used for determining the forwarding direction. Second, the energy ratio helps to ensure the load balance. Finally, the next hop forwarding quality is mainly calculated based on implicit acknowledgement (ACK) mechanism to avoid the worse links and the void areas. Besides, the EDBF protocol greatly reduces the use of control packets. Therefore, the EDBF protocol can timely update the routing table, which is well adapted to the dynamic underwater environment. A large number of simulations have been repeatedly executed to verify the effectiveness and the feasibility of the EDBF protocol.

关键词： underwater wireless sensor network packet delivery ratio energy consumption depth based

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SSSD-LB:SRNN based secure slotted dynamic load balancing scheme 3

SSSD-LB:SRNN based secure slotted dynamic load balancing sch...

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3rd international conference on Trends in Electronics and Informatics, ICOEI 2019

作者： Dey, Sweta Dept. of Computer Science and Engineering Indian Institute of Technology Kharagpur India

ISBN: (纸本)9781538694398

A tremendous growth of IT world and internet technologies has raised the requirement of efficient, secure utilization of loads, which is a new complex challenge for Cloud Service Providers. Encryption technique plays here an essential role in securing the loads as well as the cloud environment. One of the efficient ways to achieve the goal above is to make an SRNN based Slotted Dynamic Load Balancing System. This paper presents the SRNN based Secure Slotted Dynamic Load balancing scheme which combines the Slotted Dynamic Load Balancing Algorithm with the security of asymmetric key cryptographic SRNN algorithm. The proposed approach includes slotting incoming loads along with security mechanisms where each slot is individually encrypted by its corresponding public key provided by the CSPs. ©2019 ieee.

关键词： distributed database systems

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Research on GEAR with Network Coding 3

Research on GEAR with Network Coding

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3rd ieee international conference on Communication and Information systems (ICCIS)

作者： Li, Xiangxiang Zhang, Linghua NJUPT Coll Telecommun & Informat Engn Nanjing Jiangsu Peoples R China Jiangsu Prov Engn Res Ctr Telecommun & Network Te Nanjing Jiangsu Peoples R China

ISBN: (纸本)9781538692738

In the traditional routing model of Wireless sensor Networks (WSN), intermediate nodes can store and forward messages sent by other nodes. Existing research shows that using network coding in WSN can improve network throughput and communication performance, and reduce node energy consumption. Based on the above points, this paper mainly improves the stage of the spread of interest messages in the target area in the GEAR protocol, introduces network coding to improve the process, and proposes a new network coding-based wireless sensor network routing protocol NC-GEAR (Network Coding-GEAR). According to the simulation result, the NC-GEAR protocol has better performance than GEAR. Specifically, it improves the network throughput and the performance of communication, and cut down the sensor nodes energy consumption.

关键词： wireless sensor network network coding GEAR protocol Matlab simulation

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Design and Implementation of a Multi-sensor PD Online Monitoring System in GIS 3

Design and Implementation of a Multi-sensor PD Online Monito...

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Joint 2019 international conference on Ubiquitous Power Internet of Things, UPIOT 2019 and 2019 3rd international Symposium on Green Energy and Smart Grid, SGESG 2019

作者： Hu, X.L. Yong, J. Yang, B. Liu, M.L. Meng, H.L. Sun, X.B. Duan, Y.B. Feng, X.Y. Xu, Y.P. State Grid Shandong Electric Power Research Institute Ji'nan250002 China State Grid Shandong Electric Power Company Ji'nan250002 China State Grid Shandong Electric Power Maintenance Company Ji'nan250000 China Department of Electrical Engineering Shanghai Jiao Tong University 200240 China

This paper makes a detailed introduction of the software system which is used to detect the partial discharge in GIS online and describe its superiority with open and robust features in distributed network acquisition as well as its great real-time performance. The introduction can be divided into two parts: design and implementation. Based on multi-sensors adopted and the distributed framework, the signal collection and control, feature extraction, feature storage, analysis and evaluation of the diagnostic function of PD can be realized in the system. The stability and reliability of the system has been verified by the field operation experience, which can satisfy the need of GIS online monitoring. © Published under licence by IOP Publishing Ltd.

关键词： Feature extraction

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Energy Optimization Protocol of Heterogeneous WSN Based on Node Energy 3

Energy Optimization Protocol of Heterogeneous WSN Based on N...

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3rd ieee international conference on Cloud computing and Big Data Analysis (ICCCBDA)

作者： Cao, Yu Zhang, Linghua NJUPT Coll Telecommun & Informat Engn Nanjing 210003 Jiangsu Peoples R China Jiangsu Prov Engn Res Ctr Telecommun & Network Te Nanjing 210003 Jiangsu Peoples R China

ISBN: (纸本)9781538643013

The stable election protocol (SEP) is an improved algorithm of the Low Energy Adaptive Clustering Hierarchy (LEACH) in heterogeneous wireless sensor networks (WSN) to improve the life cycle. However, the unbalanced energy consumption of cluster heads and the nodes would decrease the lifetime. On the one hand, add the node energy to the election of cluster head to reduce the energy consumption of cluster heads;on the other hand, decrease the energy consumption of the nodes in the cluster through the indirect transmission by intermediate nodes. At least, greedy routing algorithm is also be used to find the best route. The results show that the improved SEP protocol works well in balancing the energy consumption to improve the lifetime comparing LEACH protocol and SEP protocol with the improved SEP protocol by MATLAB.

关键词： heterogeneous wireless sensor networks intermediate nodes election probability greeting routing

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