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检索条件"任意字段=IEEE International Conference on Distributed Computing in Sensor Systems"

共 30762 条记录，以下是651-660 订阅

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ReSLB: Load Balanced Workflow for distributed Deep Learning Mass Spectrometry Database 24

ReSLB: Load Balanced Workflow for Distributed Deep Learning ...

引用

24th ieee international conference on High Performance computing and Communications, 8th ieee international conference on Data Science and systems, 20th ieee international conference on Smart City and 8th ieee international conference on Dependability in sensor, Cloud and Big Data systems and Application, HPCC/DSS/SmartCity/DependSys 2022

作者： Mocheng, Li Yang, Liu Yang, Ou Zhiguang, Chen Nong, Xiao Tao, Chen College of Computer National University of Defense Technology Institute for Quantum Information State Key Laboratory of High Performance Computing Changsha China College of Computer National University of Defense Technology Changsha China School of Computer Sun Yat-sen University Guangzhou China Beijing China

ISBN: (纸本)9798350319934

The proteomics data analysis pipeline based on the shotgun method requires efficient data processing methods. The parallel algorithm of mass spectrometry database search faces the problems of rapidly expanding database size but low scalability. The heterogeneous database search algorithm based on deep learning is an effective way to solve this problem. Still, the deep learning-based distributed parallel database search algorithm is lacking. This paper analyzes the database searching computational load using a neural network and designs ReSLB, a workflow for the restricted search of mass spectrometry data based on GPU cluster and neural network scoring algorithm. This work aims to ensure the high scalability of future deep learning-based mass spectrometry distributed databases. In the performance estimation of 256 GPUs, the load imbalance of less than 30% and the parallel efficiency of 60% are achieved. Compared with state-of-the-art, the time cost is reduced by 75%, and the parallel efficiency from 1 to 256 GPUs is 3.6x higher than that. © 2022 ieee.

关键词： Mass spectrometry

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Analysis of Machine Learning Methods for Fault Classification in Electric systems with distributed Energy Resources 31

Analysis of Machine Learning Methods for Fault Classificatio...

引用

31st ieee international conference on Electronics, Electrical Engineering and computing, INTERCON 2024

作者： Quispe, Juan C. Oliden, Jose Alcantara, Francisco Rosero, Veronica Universidad Tecnológica del Perú Facultad de Ingenieria Lima Peru Instituto de Energía Eléctrica IEE Universidad Nacional de San Juan - CONICET San Juan Argentina

ISBN: (纸本)9798350378344

The continued growth of distributed Energy Resources (DER) presents challenges to electrical grids, not the least of which is electrical protection. This article develops a classification criterion to identify the fault zone in a distribution network using some well-known machine learning methods on transient RMS signals. The signals considered are: active power, reactive power, voltage, current and frequency extracted from the Power Plant Controller (PPC) of the distribution generator inverter. Then, this information is part of the input for different classification methods to evaluate their efficiency, this by simulating different fault cases. The simulations were performed on a generic model obtained from Power Factory, while the analysis for testing and training was performed in Matlab. The results show that the multilayer perceptron method gives better results. © 2024 ieee.

关键词： Power distribution faults

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Energy efficient robust tree-based routing protocol for wireless sensor networks 14

Energy efficient robust tree-based routing protocol for wire...

引用

14th international conference on computing Communication and Networking Technologies, ICCCNT 2023

作者： Kaushik, C. Sahitya, G. Gnaneshwar, K. Aashritha, M. Ritvik, C. Vnrvjiet Department of Ece Hyderabad India

ISBN: (纸本)9798350335095

The creation of compact, reasonably priced nodes with the capacity to sense, communicate, and process data is expected to be facilitated by advancements in processor, memory, and wireless technologies. Together, these nodes can function in networks to carry out distributed sensing of environmental events. sensor webs made up of nodes with wireless connections are used to gather valuable data from the field. It is important to collect sensor data in an energy-efficient way if a sensor network is to function for an extended period. As a result, we proposed a protocol called Enhanced Tree-Based routing protocol which is self-organised where it enables the nodes to connect to other node which has highest virtual potential energy. Each node automatically connects to the next node and transmits data to the sink node. © 2023 ieee.

关键词： Energy utilization

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An Energy Dispatch Mechanism Based on Double Auction with Multiple Rounds for a Microgrid 23

An Energy Dispatch Mechanism Based on Double Auction with Mu...

引用

23rd ieee international conference on High Performance computing and Communications, 7th ieee international conference on Data Science and systems, 19th ieee international conference on Smart City and 7th ieee international conference on Dependability in sensor, Cloud and Big Data systems and Applications, HPCC-DSS-SmartCity-DependSys 2021

作者： Liu, Weirong Ma, Cheng Cheng, Yijun Jiang, Fu Rong, Jieqi Peng, Jun School of Computer Science and Engineering Central South University Changsha China School of Automation Central South University Changsha China

ISBN: (纸本)9781665494571

In a microgrid, distributed energy resources (DERs) can supply energy for consumers. How to schedule energy between DERs and consumers and reduce the dependence on the main power grid is of extreme importance for a microgrid. In this paper, a multi-round double auction mechanism is proposed to achieve coordinated and optimal energy dispatch, which allows multiple sellers to trade energy with multiple buyers through adjusting prices dynamically in each round until the buyers' bids are not less than the sellers' asks. Different from existing auctions, the excessive energy of one seller can be divided and traded to multiple buyers, and one buyer can purchase the energy from multiple sellers. The simulation results show that the proposed mechanism significantly reduces auction rounds and the dependence on the main power grid and improves auction utility when compared with the existing double auction. © 2021 ieee.

关键词： Schedules Smart cities Energy resources Simulation Microgrids distributed power generation Resource management

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Secure Patient Healthcare Monitoring System with IoT and Body sensor Network 3

Secure Patient Healthcare Monitoring System with IoT and Bod...

引用

international conference on Advances in computing, Communication and Applied Informatics (ACCAI)

作者： Pandey, K. Vishal Ashwinbalaji, P. M. Prakash, R. Giridharan, N. KS Rangasamy Coll Technol BE Mech Engn Tiruchengode Tamil Nadu India KS Rangasamy Coll Technol Mech Engn Tiruchengode Tamil Nadu India

ISBN: (纸本)9798350389432;9798350389449;9798350389456

These days, the medical services framework faces new difficulties because of the rising development of touchy patient information. There is a requirement for a Smart Healthcare System (SHS) that makes the medical services framework more intelligent to safeguard the information and keep up with security. A SHS contains a few IoT gadgets, sensors, and versatile hubs that gather the information from the patient's body and store it from a distance. The most normally involved approach for putting away information in the SHS is distributed computing-based capacity. This kind of framework is exceptionally well known and gives normal answers for all clients since it permits getting to the information from a *** security and protection of somewhat found information is another significant concern in light of the fact that the arrangement is accessible to a wide range of clients. This paper figures the different audits of different secure information transmission organizations, methods and calculations. Moreover, this paper manages the benefits and negative marks of all methods were talked about the writing segment. Moreover, this conversation will portray the secure data transmission system and information security, protection and productive for wellbeing data transmission.

关键词： Smart Health System (SHS) Secure Data Transmission

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Orchestration of heterogeneous, distributed, real-time control containers 22

Orchestration of heterogeneous, distributed, real-time contr...

引用

22nd ieee international conference on Industrial Informatics, INDIN 2024

作者： Walker, Moritz Rupietta, Leonard Lechler, Armin Neubauer, Michael Verl, Alexander University of Stuttgart Stuttgart Germany

ISBN: (纸本)9798331527471

In today’s global market, manufacturers must be highly adaptable, producing profitably smaller batches. Disintegrating hardware and software and embracing modern IT concepts like containerization and Service-oriented Architecture enable this flexibility. While offering rapid reconfiguration, these approaches add complexity. Orchestration tools aid in analyzing response times, workload mapping, and parameter selection for containerized real-time applications. However, current tools struggle with managing distributed, heterogeneous, real-time apps. This paper proposes an orchestration solution based on Compositional Performance Analysis and Genetic Algorithm to optimize task allocation across diverse computing resources. The approach enables the orchestration of heterogeneously scheduled, container-based, distributed real-time systems. © 2024 ieee.

关键词： Service oriented architecture (SOA)

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A Flooding Attack Detection and Mitigation Technique in Wireless sensor Networks 7

A Flooding Attack Detection and Mitigation Technique in Wire...

引用

7th international conference on Intelligent computing and Control systems, ICICCS 2023

作者： Mahajan, Makul Batra, Salil Malhi, Simarjit Singh Singh, Gursharan Lovely Professional University School of Computer Science and Engineering Phagwara India

ISBN: (纸本)9798350397253

Wireless sensor Networks (WSNs) are made up of sensor nodes with a finite supply of energy that cooperate to accomplish a common goal. WSNs are widely used to carry out a variety of monitoring duties in challenging environments that are difficult to reach and even dangerous. The distributed nature of WSNs makes them vulnerable to a wide range of physical attacks, including eavesdropping, Sybil attacks, node replication attacks, signal or radio jamming, denial of service (DoS) attacks, flooding attacks, node outages, and DoS attacks. In order to stop communicating between source and destination, the flooding outbreak attacks the network with unwarranted bogus route requests. The goal of a data flooding attack is to obstruct the communication between source and destination by flooding the network with an overwhelming amount of useless data packets. Using the networks simulator NS 2.33, this research study has assessed and compared the suggested technique FDMM with native AODV and current state-of-the-art protocols. On an average, the proposed algorithm shows 1.34% and 0.18% increase in PDF, 6.03% and 5.47% increase in throughput, 1.93% and 0.54% increase in average residual energy, 3.30% and 4.09% decrease in end to end delay when compared with state-of-the-art algorithms. © 2023 ieee.

关键词： Denial-of-service attack

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Maintaining Cache Consistency in RDMA-based distributed Key-Value storage System 7

Maintaining Cache Consistency in RDMA-based Distributed Key-...

引用

7th international conference on Data Science and Information Technology, DSIT 2024

作者： Hou, Zhuohan Zheng, Qianyi Song, Yuanfeng Nie, Xiaowen University of Electronic Science and Technology of China School of ISE Chengdu China University of Electronic Science and Technology of China School of CSE Chengdu China University of Electronic Science and Technology of China Information Center Chengdu China

ISBN: (纸本)9798350384093

With the development of big data and artificial intelligence, the proliferation of data brings new challenges to the key-value storage systems. The Remote Direct Memory Access (RDMA) can bring clear performance benefits to the key-value storage systems. This research addresses the optimization cache consistency of ScaleStore. We propose a novel method, Cache consistency algorithm, R-scale(Reoptimization ScaleStore). It adopt a new paradigm, which is the separation of storage and compute, develop a novel write-back buffer approach and the asynchronous remote invocation. Compared to ScaleStore's cache consistency, the R-scale's write performance is improved by 20%. © 2024 ieee.

关键词： cache consistency algorithm distributed shared memory in-memory key-value storage system remote direct memory access

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iQuantum: A Case for Modeling and Simulation of Quantum computing Environments

iQuantum: A Case for Modeling and Simulation of Quantum Comp...

引用

2nd ieee international conference on Quantum Software (ieee QSW)

作者： Nguyen, Hoa T. Usman, Muhammad Buyya, Rajkumar Univ Melbourne Sch Comp & Informat Syst Cloud Comp & Distributed Syst CLOUDS Lab Parkville Vic 3052 Australia Univ Melbourne Sch Phys Parkville Vic 3052 Australia CSIRO Data61 Clayton Vic 3168 Australia

ISBN: (纸本)9798350304794

Today's quantum computers are primarily accessible through the cloud and are expected to be deployed in edge networks in the near future. With the rapid advancement and proliferation of quantum computing research worldwide, there has been a considerable increase in demand for using cloud-based quantum computation resources. This demand has highlighted the need for designing efficient and adaptable resource management strategies and service models for quantum computing. However, the limited quantity, quality, and accessibility of quantum resources pose significant challenges to practical research in quantum software and systems. To address these challenges, we propose iQuantum, a first-of-its-kind simulation toolkit that can model quantum computing environments for prototyping and evaluating system design and scheduling algorithms. This paper presents the quantum computing system model, architectural design, proof-of-concept implementation, potential use cases, and future development of iQuantum. Our proposed iQuantum simulator is anticipated to boost research in quantum software and systems, particularly in the creation and evaluation of policies and algorithms for resource management, job scheduling, and hybrid quantum-classical task orchestration in quantum computing environments integrating edge and cloud resources.

关键词： quantum computing quantum cloud modeling simulation hybrid quantum computing quantum job scheduling

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Traffic Classification using Soft computing for Congestion Management in WSN

Traffic Classification using Soft Computing for Congestion M...

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2024 ieee international conference on Automation and Computation, AUTOCOM 2024

作者： Kumar, Ajai Lobiyal, D.K. Jawaharlal Nehru University School of Computer and Systems Sciences New Delhi India

ISBN: (纸本)9798350382723

The demand for Wireless sensor Networks (WSNs) is rapidly increasing across industries, smart cities, healthcare, and agriculture. However, the widespread adoption of WSNs faces many challenges, congestion is a major one. The impact of congestion adversely affected on various performance factors like communication channel quality, transmitted data packets loss rate, flow of data traffic, link utilization, energy consumption, network lifetime, number of retransmissions, throughput, and delay leading to degradation in the network's performance. This paper discusses the soft computing approach which can intelligently solve the congestion issue which includes machine learning. Furthermore, a comprehensive review of different soft computing strategies and the major challenges during congestion management has been presented. Finally, an ensemble traffic classification model has been proposed by using some standard machine leaning protocols. The proposed model classified a preexisting cell tower network congestion dataset. The experiment performed through Python Distributor's Jupyter, revels that the proposed ensemble traffic classification model performs better in terms of f1-score, accuracy, precision, and recall. © 2024 ieee.

关键词： Wireless sensor networks

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