Subject: I-D Action: draft-distributed-ml-iot-edge-cmp-foukalas-00.txt

From: [email-masked]
Date: Tue, 30 Mar 2021 09:47:53 -0700

A New Internet-Draft is available from the on-line Internet-Drafts directories.

        Title           : Status of this Memo
        Authors         : Fotis Foukalas
                          Athanasios Tziouvaras
	Filename        : draft-distributed-ml-iot-edge-cmp-foukalas-00.txt
	Pages           : 12
	Date            : 2021-03-30

Abstract:
Next generation Internet requires decentralized and distributed
intelligence in order to make available a new type of
experience to serve the user's interests. Such new services
will be enabled by deploying the intelligence
over a high volume of IoT devices in a form of distributed
protocol. Such a  protocol will orchestrate the machine learning
(ML) application in order to train the aggregated data available
from the IoT devices. The training is not an easy task in such
a distributed environment, where the amount of connected IoT
devices will scale up and the needs for both interoperability
and computing are high. This draft, addresses both issues
by combining two emerging technologies known as edge AI
and fog computing. The protocol procedures aggregate the data
collected by the IoT devices into a fog node and apply edge AI
for data analysis at the edge of the infrastructure. The
analysis of the IoT requirements resulted in an end-to-end ML
protocol specification which is presented throughout this draft.

The IETF datatracker status page for this draft is:
https://datatracker.ietf.org/doc/draft-distributed-ml-iot-edge-cmp-foukalas/

There are also htmlized versions available at:
https://tools.ietf.org/html/draft-distributed-ml-iot-edge-cmp-foukalas-00
https://datatracker.ietf.org/doc/html/draft-distributed-ml-iot-edge-cmp-foukalas-00

Please note that it may take a couple of minutes from the time of submission
until the htmlized version and diff are available at tools.ietf.org.

Internet-Drafts are also available by anonymous FTP at:
ftp://ftp.ietf.org/internet-drafts/