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Distributed Messaging System for the IoT Edge
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...
Enabling Kubernetes for distributed AI processing on edge devices
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...
Fast and Energy-Efficient Mobility Management in Mobile Edge Computing Networks
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...
Real-Time Vision Methods for Deployable Pedestrian Detection, Re-Identification and Path Prediction Systems
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...
Reinforcement Learning based Multi-layer Traffic Engineering for Intelligence Wireless Networking: From System to Algorithms
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...