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Trends and Topics for 2022

Adrian Cockcroft

The other continuing trend is to custom silicon, with specialized accelerators and the ARM based Graviton range from AWS, Apple’s M1 series, Tesla’s in car processor and training engines etc. Coming up on Jan 26, 2022 I’ll be presenting at the online OReilly Software Architecture Superstream event. primarily virtual?—?and

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How architecture evolves into strategy

O'Reilly Software

It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid." Sharding and partitioning the database affords greater performance and distribution but creates complexity that is difficult to manage. Talent strategy: how you source and retain talent, how you train them.

Strategy 100
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MLOps and DevOps: Why Data Makes It Different

O'Reilly

Cloud-based data warehouses, such as Snowflake , AWS’ portfolio of databases like RDS, Redshift or Aurora , or an S3-based data lake , are a great match to ML use cases since they tend to be much more scalable than traditional databases, both in terms of the data set sizes as well as query patterns. Software Architecture.

DevOps 138
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Improving The Performance Of Wix Websites (Case Study)

Smashing Magazine

And once the teams started working off of the knowledge, it meant organizing performance-focused design and code reviews, training and education, plus providing tools and assets to support these ongoing efforts. The first task was providing education on what website performance actually means , and how it can be measured.

Website 126
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The Amazon.com 2010 Shareholder Letter Focusses on Technology.

All Things Distributed

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. To do so, weve leaned heavily on the core principles from the distributed systems and database research communities and invented from there. The end result of all this behind-the-scenes software?

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Consumer-driven Coupling: Patterns and Anti-patterns

Strategic Tech

This organisational pattern can be mirrored in the software architecture, emphasising the sociotechnical nature of systems. While it is nice to go out of your way to please others, the resulting compromises to the software architecture can lead to dangerous sociotechnical side-effects.