IEEE

Efficient Resource Allocation Algorithms in Satellite Edge Computing: A Survey

Abstract: To achieve higher throughput, the concept of edge computing on mobile devices has emerged. Subsequently, the idea of MEC was enhanced to satellite edge computing (SEC) to provide broader ...
IEEE

Automatic Generation Method of Test Vectors for FPGA Interconnect Resources Based on Self-adaptive Ford-Fulkerson Algorithm

Abstract: SRAM-based FPGA is widely used in military and aerospace applications because of its flexibility and programmability. Therefore, the reliability of FPGA is particularly important. The ...
IEEE

Performance Evaluation of YOLOv5 and YOLOv8 Object Detection Algorithms on Resource-Constrained Embedded Hardware Platforms for Real-Time Applications

Object detection is a critical task in various real-time applications, including surveillance, autonomous vehicles, and industrial automation, especially within the emerging paradigms of Industry 5.0 ...
IEEE

User Request Provisioning Oriented Slice Anomaly Prediction and Resource Allocation in 6G Networks

Abstract: Satisfying users' requests based on the service level agreements of network slices is one of the most basic and vital topics of network slicing in 6G networks, and anomaly detection is ...
IEEE

Algorithm Design of Reinforcement Learning in Smart Elderly Care Resource Allocation Prediction

Abstract: This paper proposes a dynamic multi-agent reinforcement learning model DMARL-RAP. The algorithm constructs a three-dimensional state space, integrates historical resource data (time series ...
IEEE

A Flexible Resource Allocation Algorithm in Dual-Timescale Beam Hopping Satellite Systems

Abstract: How to make full use of limited satellite resources and the spatial flexibility of beams to manage these traffic demands is a critical challenge that must be urgently addressed in beam ...
IEEE

Genetic Algorithm-Based Joint Task Offloading and Resource Allocation in UAV-Enabled Vehicular Edge Computing

Abstract: Integrating Unmanned Aerial Vehicles (UAVs) into Vehicular Edge Computing (VEC) establishes UAV-enabled VEC, effectively addressing potential degradation of offloading per-formance caused by ...
IEEE

Dynamic Resource Management in LEO Satellite Systems with Priority-Driven Genetic Algorithm and Local Optima Escape

Abstract: This article proposes a resource allocation framework for LEO satellite-HAP communication scenario. To achieve maximum resource satisfaction with minimal resource cost and ensure resource ...
IEEE

Resource Optimization in Computer Networks using Differential Evolution Algorithm

Abstract: The intensive development of computer networks has made the necessity of effective and intelligent resource allocation systems extremely high. Conventional optimization techniques very often ...
IEEE

Research on Human Resource Matching Algorithm Based on Collaborative Filtering and Learning Algorithm

Abstract: In the era of intelligent recruitment and digital workforce management, accurately matching job candidates to suitable roles is a key challenge in human resource optimization. This study ...
IEEE

Multi-Agent Interior-Point Policy Optimization Algorithm for Multi-Objective Resource Allocation Problem

Abstract: This paper focuses on the multi-objective resource allocation problem in multi-agent systems, where the objective is to find an optimal allocation policy. To solve this problem, we propose ...
aasa.org

Administration Releases FY27 President’s Budget Request

This morning, the Administration released the President’s Budget Request for Fiscal Year (FY) 2027. Overall, the proposal for the Department of Education is very similar to the FY2026 request, with ...