DeepAI AI Chat

Addressing the Challenges in Federating Edge Resources

03/14/2018

∙

by Cihat Baktir, et al.

∙

∙

This book chapter considers how Edge deployments can be brought to bear in a global context by federating them across multiple geographic regions to create a global Edge-based fabric that decentralizes data center computation. This is currently impractical, not only because of technical challenges, but is also shrouded by social, legal and geopolitical issues. In this chapter, we discuss two key challenges - networking and management in federating Edge deployments. Additionally, we consider resource and modeling challenges that will need to be addressed for a federated Edge.

Cihat Baktir
1 publication
Cagatay Sonmez
2 publications
Cem Ersoy
13 publications
Atay Ozgovde
5 publications
Blesson Varghese
35 publications

∙ 07/07/2021

Management of Resource at the Network Edge for Federated Learning

Federated learning has been explored as a promising solution for trainin...

0 Silvana Trindade, et al. ∙

∙ 06/08/2020

Quickest detection in practice in presence of seasonality: An illustration with call center data

In this chapter, we explain how quickest detection algorithms can be use...

0 Patrick J. Laub, et al. ∙

∙ 02/20/2006

Methods for scaling a large member base

The technical challenges of scaling websites with large and growing memb...

0 Nathan Boeger, et al. ∙

∙ 04/04/2019

Size Matters: Microservices Research and Applications

In this chapter we offer an overview of microservices providing the intr...

0 Manuel Mazzara, et al. ∙

∙ 06/21/2023

Split Learning in 6G Edge Networks

With the proliferation of distributed edge computing resources, the 6G m...

0 Zheng Lin, et al. ∙

∙ 03/10/2022

A Full Dive into Realizing the Edge-enabled Metaverse: Visions, Enabling Technologies,and Challenges

Dubbed "the successor to the mobile Internet", the concept of the Metave...

0 Minrui Xu, et al. ∙

∙ 05/31/2018

Blip: JIT and Footloose On The Edge

Edge environments offer a number of advantages for software developers i...

0 Andy Edmonds, et al. ∙