Category: machine-learning

machine-learning

Version Vector

A Lamport Clock is effective to order events on a single server, but with multiple servers we need a vector of version numbers to detect concurrent updates. more… Source: martinfowler

machine-learning

Lamport Clock

Next distributed system pattern from Unmesh is the Lamport Clock. Distributed systems can’t assume that time is consistent between servers, and sometimes time goes backwards. Yet it’s important to have…

machine-learning

Hybrid Clock

While a Lamport Clock is often necessary to order events in a distributed system, clients often need to know the actual times too. The Hybrid Clock, Unmesh’s next pattern, combines…

machine-learning

Versioned Value

When a distributed system has mutable data, nodes need to know which is the most recent value, so a versioned value stores a version number with every value. more… Source:…

machine-learning

Gossip Dissemination

Unmesh Joshi is completing another batch of his series on Patterns of Distributed Systems. First of these is Gossip Dissemination, which uses a random selection of nodes to pass on…

machine-learning

On the Diverse And Fantastical Shapes of Testing

There are arguments about whether a testing portfolio should be a pyramid or more like honeycomb. My second biggest issue with this argument is that it’s rendered opaque by the…

machine-learning

Mind the platform execution gap

Recently there’s been a lot of interest, indeed hype, around building developer productivity platforms. Done well, they make it easier for developers to build systems aligned with the technology strategy…

machine-learning

Bitemporal History

It’s often necessary to access the historical values of some property. But sometimes this history itself needs to be modified in response to retroactive updates. Bitemporal history treats time as…

machine-learning

Why you need machine learning governance: Governor Brainard’s recent speech about responsible AI

The post Why you need machine learning governance: Governor Brainard’s recent speech about responsible AI appeared first on Algorithmia Blog. Source: algorithmia

machine-learning ML DevOps

What you need to know about model risk management

The post What you need to know about model risk management appeared first on Algorithmia Blog. Source: algorithmia