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James Hamilton

perspectives.mvdirona.com

Celebrating the Zoox Hayward plant entering its start of production phase. This 220,000 square ...

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Systems & Performance 4Infrastructure & DevOps 3Hardware & Electronics 3Tech Industry & Business 3Software Engineering 1Networking & Internet 1

1

At Scale, Rare Events Aren’t Rare

I’m a connoisseur of failure. I love reading about engineering failures of all forms and, unsurprisingly, I’m particularly interested in data center faults. It’s not that I delight in engineering failures. My interest is driven by believing that the more faults we all understand, the more likely we can engineer…

2

AWS Graviton2

In November of last year, AWS announced the first ARM-based AWS instance type ( AWS Designed Processor: Graviton ). For me this was a very big deal because I’ve been talking about ARM based servers for more than a decade, believing that massive client volumes fund the R&D stream that feeds most server-side innovation…

3

AWS Nitro System

At Tuesday Night Live with James Hamilton at the 2016 AWS re:Invent conference, I introduced the first Amazon Web Services custom silicon. The ASIC I showed formed the foundational core of our second generation custom network interface controllers and, even back in 2016, there was at least one of these ASICs going…

4

Four DB2 Code Bases?

Many years ago I worked on IBM DB2 and so I occasionally get the question, “how the heck could you folks possibly have four relational database management system code bases?” Some go on to argue that a single code base would have been much more efficient. That’s certainly true. And, had we moved to a single code base…

5

Tesla Project Dojo Overview

A couple of days back, Ganesh Venkataramanan, leader of the Tesla Dojo project, announced the Dojo machine learning training system. It’s an unusually network rich, power dense, and memory light design. I’ve summarized the architecture of the system below but I found three aspects of the system particularly…

6

ARM server market

Microservers and the motivations for microservers have been around for years. I first blogged about them back in 2008 ( Cooperative, Expendable, Microslice, Servers: Low-Cost, Low-Power Servers for Internet-Scale Services ) and even Intel has entered the market with Atom but it’s the ARM instruction set architecture…

7

Flat Datacenter Networks at Scale at Amazon

The research roots of finding “optimal routing” networks trace back to the late 1970s. Mathematicians defined special kinds of networks called “expanders“. These are graphs with strong connectivity properties guaranteeing no subset of vertices can be isolated from the rest. In 1976, Leslie Valiant gave one of the…