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Frame from AWS re:Invent 2014: AWS Innovation at Scale with James Hamilton (SPOT301) Plays via YouTube's privacy-enhanced embed

AWS re:Invent 2014: AWS Innovation at Scale with James Hamilton (SPOT301)

11 videos recommended on HN
YouTube
2 HN users recommended this talk2 months2014–2020 score 2
Years with an HN recommendation, 2007–2026

HN points to it as an authoritative overview of AWS infrastructure, including what AZs and regions really mean.

James Hamilton, AWS VP and distinguished engineer, gives an insider view of the innovations behind the AWS cloud at re:Invent 2014. He covers custom hardware, networking, regions and availability zones, and infrastructure at scale.

“James Hamilton gives a good talk that goes over networking (and more).” (HN, 2016)

2 recommendations · 4 citations · Talks · advanced · partly dated

6 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@MrZipf Feb 2015 Recommends
on HN thread Introducing “6-pack”: the first open hardware modular switch
This looks great. They also have the advantage that James Hamilton mentioned AMZ got from building their own hardware - the get to do a cleansheet s/w design and not have to support all the gazillion options that Cisco does. The talk was on HN a little while ago, worth watching: [this video] The scale at FB means they're probably saving hundreds of millions doing this.
James Hamilton on building own hardware for clean-sheet software design.
@dastbe Sep 2016 Recommends
on HN thread An AWS Region is coming to France
James Hamilton gives a good talk that goes over networking (and more). This is it from reinvent 2014. [this video]
Hamilton covers AWS networking and infrastructure at scale.

Citations, criticism and jokes

@nandemo Nov 2014 Cites it
on HN thread A peek at the massive scale of AWS
> This suggests to me that running distributed databases in multiple AZ's has almost no latency penalty (e.g. you won't even paying eventual consistency / replication lag taxes that you might think are a danger). Yes, Hamilton points that out in his talk: [this video]
@idunno246 Sep 2016 Cites it
on HN thread New P2 Instance Type for Amazon EC2 – Up to 16 GPUs
[this video] I think this is the right talk by him, but there's one where he implies some differences. For instance, that because they can promise exact temperature ranges they can clock them differently. My guess is same fab, just binned differently, or maybe different packaging.
@ignoramous Apr 2020 Cites it
on HN thread Now Open – AWS Africa (Cape Town) Region
James Hamilton [0][1] and others [2][3][4] have given pretty good overview over the years of the AWS infrastructure. [0] AWS Innovation at Scale (2014), [this video] [1] Tuesday Night Live (2016), [link] [2] Operation of the AWS Global Network (2019), [link] [3] Foundations of AWS Infrastructure (2018), [link] [4] Exploring the AWS Global Network (2018), [link]

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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