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From: Dave Taht <dave.taht@gmail.com>
To: bloat <bloat@lists.bufferbloat.net>, aqm@ietf.org
Subject: [Bloat] CS244's work on netflix streaming
Date: Mon, 22 Jul 2013 14:01:23 -0700	[thread overview]
Message-ID: <CAA93jw4_L5NVdiKT+4rN6QEPTKEvSaJ1SA=UEAv0VcRnhQ5T8g@mail.gmail.com> (raw)

I really love the work that stanford's CS244 does.

I was reading this paper about netflix's "downward spiral" problem...

http://www.stanford.edu/~huangty/imc012-huang.pdf

When greg white pointed me at this wonderful followup:

http://reproducingnetworkresearch.wordpress.com/2013/03/13/cs244-13-rising-
from-the-depths-observing-and-implementing-improvements-in-online-video-bit
rate-selection/

"The students' goal was to reproduce the research done in the Huang paper.
What they found was that in the interim Netflix had fixed the problems
outlined by Huang, so they reverse engineered the original Netflix rate
adaptation algorithm, and then evaluated several new rate adaptation
approaches.

Cool stuff."

Also the discussion of "remy" going on is pretty nifty.

https://plus.google.com/u/0/103530621949492999968/posts/2L9e4kxo9y3

             reply	other threads:[~2013-07-22 21:01 UTC|newest]

Thread overview: 4+ messages / expand[flat|nested]  mbox.gz  Atom feed  top
2013-07-22 21:01 Dave Taht [this message]
2013-07-22 21:21 ` [Bloat] The Remy paper (was: Re: CS244's work on netflix streaming) Eric S. Raymond
2013-07-22 21:54   ` Dave Taht
2013-07-23 21:00 ` [Bloat] CS244's work on netflix streaming Michael Richardson

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