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检索条件"任意字段=6th IEEE International Conference on Distributed Computing in Sensor Systems"

共 6276 条记录，以下是251-260 订阅

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distributed MQTT Broker: A Load-Balanced Redis-Based Architecture 6

Distributed MQTT Broker: A Load-Balanced Redis-Based Archite...

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6th ieee international conference on Emerging Smart computing and Informatics, ESCI 2024

作者： Doshi, Rohan Inamdar, Sanika Karmarkar, Tanmay Wakode, Madhuri Pune Institute of Computer Technology Department of Computer Engineering Pune India

ISBN: (纸本)9798350306613

the Internet of things (IoT) has revolutionized data transfer in industries through the MQTT protocol. MQTT is a lightweight messaging protocol designed for efficient communication among IoT devices. It operates on a publish-subscribe model where data producers (publishers) send messages to specific topics. Interested devices (subscribers) subscribe to these topics through an MQTT broker, facilitating communication. MQTT offers Quality of Service (QoS) levels, ensuring reliable message delivery, making it ideal for IoT with intermittent connectivity. It is valued for low overhead, scalability, and real-Time communication. Traditional MQTT brokers are single-node setups, straightforward for small to moderate IoT applications. In contrast, distributed MQTT brokers are interconnected, offering scalability, redundancy, load balancing, and fault tolerance. they suit large-scale IoT deployments where reliability and performance are vital. the proposed Load-Balancer Redis-based architecture for distributed MQTT brokers overcomes the shortcomings of traditional brokers. the Load-Balancer transfers all incoming TCP packets to the brokers for processing, which ensures equal utilization of each broker node. Redis acts as a synchronization layer for the brokers where the state information is stored. © 2024 ieee.

关键词： distributed MQTT Broker IoT Load-Balancer MQTT Pub-Sub model Redis

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2023 ieee 6th international conference on Information systems and Computer Aided Education, ICISCAE 2023

2023 IEEE 6th International Conference on Information System...

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2023 ieee 6th international conference on Information systems and Computer Aided Education, ICISCAE 2023

ISBN: (纸本)9798350313444

the proceedings contain 215 papers. the topics discussed include: research on symmetric encryption and decryption algorithm of shared data based on chaotic mapping and permutation;dynamic UAV path planning for 5G mobile base stations: an approach based on the link budget;multi-sensor data fusion and artificial intelligence feature analysis;multi-objective optimization algorithm in big data environment;an optimized Yolov5s approach and its application to image detection problems;error analysis and calibration of a multi-purpose inspection robot;path study of robot obstacle avoidance based on heuristic algorithm;artificial intelligence patrol system for transmission line UAV based on ultraviolet discharge;and research on identification of geological hazards in wide area transmission lines using time-series InSAR.

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Cognitive Controller for 6G-Enabled Edge Autonomic 14

Cognitive Controller for 6G-Enabled Edge Autonomic

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14th international conference on Ambient systems, Networks and Technologies Networks, ANT 2023 and the 6th international conference on Emerging Data and Industry 4.0, EDI40 2023

作者： Rahmani, Rahim Firouzi, Ramin Sadique, Kazi Masum Department of Computer and Systems Sciences Stockholm University Sweden

this article proposes a new Artificial Intelligent (AI) and Machine Learning (ML) based framework for 6G-enabled Intelligent edge computing. the framework will be equipped with multiple cognitive controllers to harmoniously control various aspects in distributed intelligence toward edge nodes collaboration. Autonomic cognitive controller for edge computing is a popular computing paradigm where the distributed metadata processing and edge intelligence are performed at edge node in 5G/6G network for management, connectivity and interoperability. Some of studies focused on edge management improvement such as reduce the response time and bandwidth costs. However, the previous approaches are inadequate to support autonomously management for large-scale deployment for connectivity for dynamic and reliable communication. We propose a cognitive controller for edge autonomy and collaboration application development. Finally, we discuss challenges and open issues toward cognitive controller and distributed edge intelligence. © 2023 Elsevier B.V.. All rights reserved.

关键词： Edge computing

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Design and Realization of Intelligent Airborne Information Processing Concept Simulation System 24

Design and Realization of Intelligent Airborne Information P...

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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： Xie, Jianchun Bai, Linting Luo, Qing Aviation Key Laboratory of Science and Technology on Airborne and Missile-borne Computer Avic Xi'an Aeronautics Computing Technique Research Institute Xi'an China College of Aerospace Engineering Nanjing University of Aeronautics and Astronautics Nanning China Shenyang Aircraft Design and Reserch Institute Shenyang China

ISBN: (纸本)9798350319934

Facing the development trend of future distributed cloud operations, intelligent operations, and the technical requirements of multi-machine collaborative operations in the aviation field, this paper further studies the unified data transmission and management of multiple platforms based on the research of the unified cloud intelligent combat system architecture. distributed data storage and management, multi-platform open information processing resource management and other key technologies, on the basis of the principle prototype designed and implemented by ourselves, a set of conceptual simulation platforms have been constructed for the simulation and technical verification of the entire airborne information processing system. © 2022 ieee.

关键词： distributed cloud

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Practical Validation of Autonomous Source Localization with Ground Robots 6

Practical Validation of Autonomous Source Localization with ...

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6th ieee international conference on Robotic computing, (IRC)

作者： Dorau, Marcus Alpen, Mirco Horn, Joachim Helmut Schmidt Univ Inst Control Engn Hamburg Germany

ISBN: (纸本)9781665472609

A source localization experiment with a group of ground robots is presented in this paper. the process implemented on the robots is shown together with its building blocks which include methods from robotics and control. the results of the experiments show that the source localization is successful in the presented environment. the workings of the process are explained and an implication about the performance in dependence on the number of robots used is given. A way to use measurements from the mapping phase for source localization is presented which speeds up the localization process and the effect of the tuning parameters is investigated.

关键词： Autonomous navigation distributed Control Mobile Robots Obstacle Avoidance Position Estimation Signal Processing LiDAR sensor Source Localization Unmanned Aerial Vehicles

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Redesign Incentives in Proof-of-Stake Ethereum: An Interdisciplinary Approach of Reinforcement Learning and Mechanism Design 6

Redesign Incentives in Proof-of-Stake Ethereum: An Interdisc...

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6th international conference on Data-Driven Optimization of Complex systems (DOCS)

作者： Tian, Xinyu Zhuang, Zesen Zhang, Luyao Duke Univ Dept Comp Sci Durham NC 27706 USA Duke Univ Pratt Sch Engn Durham NC USA Duke Kunshan Univ Data Sci Res Ctr Suzhou Peoples R China Duke Kunshan Univ Social Sci Div Suzhou Peoples R China

ISBN: (纸本)9798350377859;9798350377842

the Merge changes Ethereum from Proof-of-Work (PoW) to the more secure and less energy-intensive Proof-of-Stake (PoS) mechanism. However, the existence of malicious validators still threatens the security of Ethereum, primarily through a discouragement attack. How can we redesign the incentive mechanism in PoS Ethereum for a more secure blockchain? For this quest, we, for the first time, apply the cutting-edge reinforcement mechanism design method-an interdisciplinary approach at the intersection of reinforcement learning (RL) and mechanism design-to staking mechanism designs. We abstract a generalized staking mechanism as a game environment and implement an RL method for the blockchain as a mechanism designer to explore the optimal incentive design. Our reinforcement mechanism design outperforms the status quo in cultivating honest validators. Furthermore, we identify Advantage Actor-Critic (A2C) as the most efficient RL algorithm among the three alternatives, which intuitively performs better when the initial proportion of honest validator is larger. Our interdisciplinary approach of generalized abstraction could be adapted to analyze the incentive design in any PoS blockchain and beyond.

关键词： Proof-of-Stake Ethereum Mechanism Design Reinforcement Learning Incentives in distributed System Blockchain

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Multi-Class Failure Prediction for distributed systems Based on KPI Data and Feature Selection 6

Multi-Class Failure Prediction for Distributed Systems Based...

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6th international conference on Software Engineering and Computer Science, CSECS 2023

作者： Yuan, Zhidan Zhu, Mingliang Qian, Haizhong Lv, Taizhi Huang, Tao College of Information Engineering Jiangsu Maritime Institute Nanjing China School of Computer Science and Technology Silicon Lake College Suzhou China

ISBN: (纸本)9798350306378

In the field of distributed system failure prediction, most existing research only focuses on specific categories of failure prediction and cannot predict multiple types of failures simultaneously. In this article, we propose a novel multi-class failure prediction method KFPCIFS. KFPCIFS is built based on historical KPI metrics data. Due to not all KPI metrics being necessarily relevant to a specific type of failure, we use feature selection methods to improve the multi-class OvR strategy in KFPCIFS. Because of the limited number of failure cases, the dataset is often imbalanced. In KFPCIFS, we use the SMOTE method to address the issue of class imbalance in the dataset. Empirical studies on the dataset show the effective of KFPCIFS after comparing with eleven baselines. © 2023 ieee.

关键词： Forecasting

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MEMS RESERVOIR computing USING FREQUENCY MODULATED ACCELEROMETER 35

MEMS RESERVOIR COMPUTING USING FREQUENCY MODULATED ACCELEROM...

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35th ieee international conference on Micro Electro Mechanical systems conference (ieee MEMS)

作者： Mizumoto, Takahiro Hirai, Yoshikazu Banerjee, Amit Tsuchiya, Toshiyuki Kyoto Univ Kyoto Japan

ISBN: (纸本)9781665409117

We developed an intelligent MEMS sensor with data processing ability for data acquisition and conversion at low power consumption. It enables data processing at the sensing device for efficient distributed processing. We employed a MEMS reservoir which integrates sensing and computing functions in single device structure. In this research we designed a frequency modulated capacitive accelerometer and characterized its frequency response. the measured response was used for simulation of time series prediction and the machine learning task was successfully demonstrated.

关键词： Reservoir computing Frequency Modulated Accelerometer Intelligent sensor Nonlinear Resonator

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Design of a Novel PLL for Application in distributed High Frequency Bands 6

Design of a Novel PLL for Application in Distributed High Fr...

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6th international conference on Energy, Power and Environment, ICEPE 2024

作者： Gogoi, Mriganka Department of Electronics and Communication Engineering Arunachal Pradesh Nirjuli India

ISBN: (纸本)9798350379297

this manuscript outlines the design of a high frequency distributed bands PLL which is applicable for use in various RF communication systems. the proposed PLL comprises of two voltage controlled oscillators (VCOs) operating in the range of 3.8 GHz to 7.59 GHz and 8.40 GHz to 9.54 GHz. the novelty of the PLL is along with Phase Frequency detector (PFD) and Charge Pump (CP) it utilizes different order low pass filters (LPF) depending on the frequency of operation to reduce the spur. the design is carried out in cadence 90nm GPDK. At 4.5 GHz operating frequency of the PLL, phase noises are found to be -93.15 dBc/Hz at 1Mhz and -118.79 dBc/Hz at 10 MHz whereas at 8.5 GHz the phase noises are - 89.94 dBc/Hz at 1 MHz and -115.64 at 10 MHz. the reference Spur is maintained when operating at higher frequency band due to the use of 2nd order LPF. © 2024 ieee.

关键词： Phase noise

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Proliferation of the Service-centric distributed Consensus Model and its Impact on Ethereum 6

Proliferation of the Service-centric Distributed Consensus M...

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6th ieee international conference on Blockchain and Cryptocurrency, ICBC 2024

作者： Guzman, David Trossen, Dirk Doan, Trinh Viet Ott, Joerg Technical University of Munich Munich Germany Huawei Technologies Munich Germany

ISBN: (纸本)9798350316742

In distributed consensus systems (DCSs), a single peer exposes functionality to other peers to agree on a shared state for a computational problem, such as for cryptocurrencies and distributed file systems. We observe, however, that this original, peer-centric model has evolved towards deploying several peers at a single network location, thus exposing the same DCS services many times, driven by the fees and rewards that can be gained by doing so. We refer to this trend as the service-centric model and provide in our paper evidence for this trend, its growth, and its impact on DCS operations, using empirical observations in the Ethereum system. Specifically, we shed light on the opposing observations of increasing reliance on highly available cloud infrastructures and large numbers of non-reachability events in the DCS. We provide recommendations on how to tackle this impact through changes to the Ethereum platform and identifier generation, believing that those recommendations and our empirical observations provide useful insights for building resilient and bias-free DePIN platforms. © 2024 ieee.

关键词： Ethereum

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