Search results | J. Murrey Atkins Library

Title: Real-Time Vision Methods for Deployable Pedestrian Detection, Re-Identification and Path Prediction Systems
Author: Mendieta, Matias
Date Created: 2020
Subjects--Topical: Computer science, Computer engineering, Artificial intelligence
Description: This article presents two methods, REVAMPT and CARPe Posterum. REVAMPT, or Real-time Edge Video Analytics for Multi-person Privacy-aware Tracking, is an integrated system for privacy-built-in pedestrian re-identification. REVAMPT presents novel al...

Title: PERFORMANCE ANALYSIS AND CONTROL OF LATENCY UNDER MEMORY PRESSURE IN THE LINUX KERNEL FOR EDGE COMPUTING
Author: Koralahalli Channabasappa, Smita
Date Created: 2019
Subjects--Topical: Computer engineering
Description: The Edge computing paradigm seeks to bring Cloud-like compute capabilities close to the Edge of the network, next to where the data is generated, so as to minimize the data communication latency. Edge applications such as autonomous driving, surve...

Title: Distributed Messaging System for the IoT Edge
Author: George, Anjus
Date Created: 2020
Subjects--Topical: Electrical engineering, Computer science, Computer engineering
Description: Recent advances in Deep Learning have made possible distributed multi-camera IoT vision analytics targeted at a variety of surveillance applications involving automated real-time analysis of events from multiple video perspectives. However, the la...

Title: Fast and Energy-Efficient Mobility Management in Mobile Edge Computing Networks
Author: Wang, Haoxin
Date Created: 2020
Subjects--Topical: Computer science, Communication, Computer engineering
Description: The prevalence of computation-intensive and latency-sensitive mobile applications, such as mobile augmented reality (MAR) and autonomous driving, has an utmost effect on resource-limited mobile clients. Mobile edge computing (MEC) is proposed to b...

Title: Enabling Kubernetes for distributed AI processing on edge devices
Author: Raheja, Ronak Vijay
Date Created: 2020
Subjects--Topical: Computer science, Computer engineering
Description: AI processing has been a big area of focus for the research community for quite some years. The growing computation capability of edge devices has allowed Computer Vision to make use of AI techniques with greater efficiency and throughput. This ap...

Title: Characterizing Latencies of Edge Video Streaming
Author: Balhaj, Mohamed
Date Created: 2017
Subjects--Topical: Computer engineering
Description: The use of video streaming has been growing rapidly in the recent years and has beenutilized in various applications. Many of these applications are latency sensitive, butthe latency requirements varies largely from one application to another. The...

Title: MultiCloud Edge Gateway for IoT Computer Vision
Author: Luu, Samantha
Date Created: 2022
Subjects--Topical: Engineering
Description: The last decade has witnessed tremendous advances in cloud computing, IoT, and computer vision. IoT computer vision brings powerful capabilities that enables society to tackle complex problems such as autonomous driving vehicles, smart cities, pub...

Title: Intelligent network management for heterogeneous services in mobile edge computing
Author: Liu, Qiang
Date Created: 2020
Subjects--Topical: Engineering
Description: The proliferation of connected devices creates various use cases and heterogeneous services, e.g., augmented/virtual reality (AR/VR), vehicle-to-everything (V2X), and mobile artificial intelligence.These services and use cases have diverse network...

Title: Reinforcement Learning based Multi-layer Traffic Engineering for Intelligence Wireless Networking: From System to Algorithms
Author: Pinyoanuntapong, Pinyarash
Date Created: 2023
Subjects--Topical: Computer science
Description: The AI-digital era is characterized by an unprecedented surge in data usage, spanning from data centers to IoT devices. This growth has driven the evolution of AI-optimized networks, designed to fuse AI capabilities with advanced network solutions...