October 2025
Intermediate to advanced
264 pages
8h 30m
English
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5 Partitioning
This chapter covers
- Understanding the benefits and downsides of partitioning
- Partitioning strategies and how to choose one
- Request routing when partitioning
- Mitigating against skewed workloads and hot partitions
In the previous two chapters, we explored techniques for reducing latency with colocation and replication. Colocation places related computing, such as business logic and data resources, nearby, which minimizes the network distance between them. Colocation can improve latency by reducing communication latency between components. For example, an application that uses serverless functions for backend logic may benefit from a database that is colocated with the serverless runtime. Replication, on the other hand, is ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.