Energy consumed in telecommunication base stations is a significant part of the cellular network energy footprint. Efficient energy use, renewable energy sources, and infrastructure improvement can generate substantia...
详细信息
In this tutorial workshop, we will introduce The Learning Observer. This is a project whose goal is to set up an open, transparently-governed consortium to manage student data in student interest and public interest. ...
详细信息
ISBN:
(纸本)9783031643118;9783031643125
In this tutorial workshop, we will introduce The Learning Observer. This is a project whose goal is to set up an open, transparently-governed consortium to manage student data in student interest and public interest. The open-source platform we are developing under this umbrella is at a work-in-progress stage, and is ready for community feedback. It is a modular platform designed to enable (1) the integration of diverse learning data, (2) the use of sophisticated machine learning techniques over that data, and (3) the presentation of real-time teacher dashboards. We are further extending it to support open-science and SEERaligned [1] research methodology, as well as family rights. This workshop will be split into two closely related [2] components, one focused on policy and one on technology. Participants may come to either or both.
The Mediterranean area is an ideal location for harnessing solar energy due to the high solar irradiation availability. Utilization of innovative solutions address renewable energy instabilities and optimize the utili...
详细信息
The global population is rising and there is a need for smartness in agriculture. With the advancement in technology, it is possible to handle agricultural activities in a smart manner. The Internet of Things, Digital...
详细信息
A novel deep neural network model for computer network intrusion detection considering connection efficiency of network systems is studied in this manuscript. In intrusion detection system, intrusion features and norm...
详细信息
Oil spills pose a significant danger to marine ecosystems, coastal inhabitants, and various economic activities. Early identification is crucial, as the rates of spread and impact increase, making containment more cha...
详细信息
The proceedings contain 41 papers. The special focus in this conference is on Distributed computer and Communication Networks: Control, Computation, Communications. The topics include: Efficient Transmission of H...
ISBN:
(纸本)9783031504815
The proceedings contain 41 papers. The special focus in this conference is on Distributed computer and Communication Networks: Control, Computation, Communications. The topics include: Efficient Transmission of Holographic Images: A Novel Approach Toward 6G Telepresence Services;the Simulation of Finite-Source Retrial Queues with Two-Way Communication to the Orbit, Incorporating a Backup Server;on Real-Time Model Inversion Attacks Detection;distributed System for Scientific and Engineering Computations with Problem Containerization and Prioritization;Overview of Research Works on Applications of UHF RFID on Vehicles for Data Transmission;on the Identification of a Finite Automaton by Its Input and Output Sequences in Case of Distortions;analysis of Tethered Unmanned High-Altitude Platform Reliability;information Spreading in Non-homogeneous Evolving Networks with Node and Edge Deletion;comparative Analysis of a Resource Loss System with the Finite Buffer and Different Service Disciplines;batch Service Polling System: Mathematical Analysis and Simulation modeling;analysis of the Queueing System Describing a Mobile Network Subscriber’s Processing Under Varying Modulation Schemes and Correlated Batch Arrivals;analysis of Queuing systems under N Policy with Different Server Activation Strategies;on Asymptotic Insensitivity of Reliability Function of a 2-out-of-n Model Under Quick Recovery of Its Components;on the Variance Reduction Methods for Estimating the Reliability of the Multi-phase Gaussian Degradation System;multiphase Queuing System of Blocking Queues and a Single Common Orbit Retrial Queue with Limited Buffer;analysis of Procedures for Joint Servicing of Multiservice Traffic in Access Nodes;recovery of Real-Time Clusters with the Division of Computing Resources into the Execution of Functional Queries and the Restoration of Data Generated Since the Last Backup;numerical Study of Queuing-Inventory systems with Catastrophes Under Base Stock Policy;a Machine-Lear
A social media platform is a form of service offered by an online platform that facilitates easy communication between individuals, as well as the establishment of interpersonal connections and social exchanges. Addit...
详细信息
This research study explores the integration of Kafka, a distributed streaming platform, in the context of enhancing speech recognition systems utilizing Hidden Markov Models (HMMs). Speech recognition is a vital aspe...
详细信息
Smart cities and vehicles generate numerous time sensitive tasks, making edge computing a key solution for reducing latency. However, using serverless models at the edge faces challenges like dynamic city traffic and ...
详细信息
ISBN:
(数字)9798331534622
ISBN:
(纸本)9798331534639
Smart cities and vehicles generate numerous time sensitive tasks, making edge computing a key solution for reducing latency. However, using serverless models at the edge faces challenges like dynamic city traffic and resource constraints. This study analyzes serverless edge computing for smart vehicles through modeling and experiments. we develop a mean field model captures steady-state system behavior under stochastic job arrivals, enabling efficient analysis of metrics like mean sojourn time and service degradation probability. Through experiments and simulations, we demonstrate the feasibility of serverless edge servers for low-latency offloading, providing insights for optimizing these systems in urban environments.
暂无评论