SNIA Podcasts

Storage Developer Conference Podcast Series

Every week the Storage Developer Conference (SDC) podcast series presents important technical topics to the Storage Developer community. Each episode is hand selected by the SNIA Technical Council from the presentations at SDC.

This week’s highlighted Podcast: #113: Latency is more than just a number: The Data Science of QoS by David Holmstrom, SSD System Architect, Micron Technology (MP3, Video, PDF of Slides)

Over the years, SSD QoS has become more important to a variety of storage market segments. Traditional latency reporting methods do not always accurately depict QoS behaviors. This is problematic when attempting to understand what events lead to a specific QoS level and how to mitigate latency events that lead to levels of QoS. Defining correct statistical techniques for large populations of latencies deepens our understanding of what drives levels of QoS. Advanced statistical techniques, such a machine learning and utilizing AI, allows for deeper understanding of what drives QoS and how to correctly manage large quantities of latencies. New visualization techniques enhance capabilities to understand latency behavior and define critical scenarios that drive latency.

Learning Objectives:
1. Identify shortcomings of current QoS reporting
2. Generate more reliable QoS values
3. Techniques to broaden understanding of groups of latencies
4. Identification of critical transitions in latency
5. Identify inaccuracies that inhibit understanding QoS

The Podcast can be downloaded at iTunes. Download a copy of the original presentation slides as well.


Episodes


 

Note: SNIA Podcasts are provided as information only. Articles and guests that appear on any SNIA programs express the opinions, experience, technical positions, and research of those authors and guests and not necessarily those of the SNIA.

SNIA Podcasts Copyright 2007 -  2019. All rights reserved. No part of any SNIA Podcast may be reproduced, stored in a retrieval system, or transcribed, in any form or by any means, photocopying, electronic, mechanical recording or otherwise for personal or professional financial gain, without prior permission in writing of the publisher, The Storage Networking Industry Association, 4410 ArrowsWest Drive, Colorado Springs, CO 80907-3444 USA