The Big Data Approach for Multipoint Alternate Marking method
draft-c2f-ippm-big-data-alt-mark-01
IPPM Working Group M. Cociglio
Internet-Draft Telecom Italia
Intended status: Experimental C. Corbo
Expires: May 3, 2021 Politecnico di Torino
G. Fioccola
Huawei Technologies
M. Nilo
Telecom Italia
R. Sisto
Politecnico di Torino
October 30, 2020
The Big Data Approach for Multipoint Alternate Marking method
draft-c2f-ippm-big-data-alt-mark-01
Abstract
This document introduces a new approach for the Alternate Marking
method. It is called Big Data Multipoint Alternate Marking method
and, starting from the methodology described in RFC 8321 and RFC
8889, it explains how to implement performance measurement analytics
on the Network Management System by analysing the raw data of the
network nodes.
Requirements Language
The key words "MUST", "MUST NOT", "REQUIRED", "SHALL", "SHALL NOT",
"SHOULD", "SHOULD NOT", "RECOMMENDED", "MAY", and "OPTIONAL" in this
document are to be interpreted as described in RFC 2119 [RFC2119].
Status of This Memo
This Internet-Draft is submitted in full conformance with the
provisions of BCP 78 and BCP 79.
Internet-Drafts are working documents of the Internet Engineering
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This Internet-Draft will expire on May 3, 2021.
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Table of Contents
1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . 2
2. Marking Methods Classification . . . . . . . . . . . . . . . 3
3. Scenario and Background . . . . . . . . . . . . . . . . . . . 4
4. Methodology . . . . . . . . . . . . . . . . . . . . . . . . . 6
4.1. Data collecting . . . . . . . . . . . . . . . . . . . . . 6
4.2. Sending data . . . . . . . . . . . . . . . . . . . . . . 8
4.3. Preprocessing . . . . . . . . . . . . . . . . . . . . . . 8
4.4. Results . . . . . . . . . . . . . . . . . . . . . . . . . 9
5. Security Considerations . . . . . . . . . . . . . . . . . . . 10
6. Acknowledgements . . . . . . . . . . . . . . . . . . . . . . 10
7. IANA Considerations . . . . . . . . . . . . . . . . . . . . . 10
8. References . . . . . . . . . . . . . . . . . . . . . . . . . 10
8.1. Normative References . . . . . . . . . . . . . . . . . . 10
8.2. Informative References . . . . . . . . . . . . . . . . . 11
Authors' Addresses . . . . . . . . . . . . . . . . . . . . . . . 11
1. Introduction
This document describes a scenario and a methodology that can be used
to get performance details from a monitored network. The approach is
inspired by the concepts illustrated in the Alternate Marking Method
(RFC 8321 [RFC8321]), Multipoint Alternate Marking Method (RFC 8889
[RFC8889]), and Hash Sampling (RFC 5474 [RFC5474] and RFC 5475
[RFC5475]).
In general the performance measurement results are based on a
posteriori calculation and the method is called Big Data Multipoint
Alternate Marking performance measurement.
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The kinds of measurements are specified on the Network Management
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