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Achieving observability in async workflows

The Netflix TechBlog

However, they are scattered across multiple systems, and there isn’t an easy way to tie related messages together. You’re joining tables, resolving status types, cross-referencing data manually with other systems, and by the end of it all you ask yourself why? We wanted a scalable service that was near real-time, 2.

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Best Practices for a Seamless MongoDB Upgrade

Percona

MongoDB is a dynamic database system continually evolving to deliver optimized performance, robust security, and limitless scalability. Sharded time-series collections for improved scalability and performance. ” MongoDB upgrades follow a well-documented and structured approach, ensuring the process goes smoothly.

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Netflix Video Quality at Scale with Cosmos Microservices

The Netflix TechBlog

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. The coupling problem Until recently, video quality measurements were generated as part of our Reloaded production system. We call this system Cosmos.

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Amazon DynamoDB ? a Fast and Scalable NoSQL Database.

All Things Distributed

Werner Vogels weblog on building scalable and robust distributed systems. a Fast and Scalable NoSQL Database Service Designed for Internet Scale Applications. The original Dynamo design was based on a core set of strong distributed systems principles resulting in an ultra-scalable and highly reliable database system.

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What is real user monitoring (RUM)?

Dynatrace

However, only highly scalable real user monitoring solutions can collect data on all user actions, while less scalable tools have to sample user actions and make inferences from partial data. Analyzing a clinician’s clickstream when using an electronic medical record system to better improve the efficiency of data entry.

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Towards a Reliable Device Management Platform

The Netflix TechBlog

The challenge, then, is to be able to ingest and process these events in a scalable manner, i.e., scaling with the number of devices, which will be the focus of this blog post. System Setup Architecture The following diagram summarizes the architecture description: Figure 1: Event-sourcing architecture of the Device Management Platform.

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An Enterprise-Grade MongoDB Alternative Without Licensing or Lock-in

Percona

5 among all database management systems and No. 1 among non-relational/document-based systems ( DB-Engines, July 2023 ). Instead of the table-based structure of relational databases, MongoDB stores data in documents and collections, a design for handling large amounts of unstructured data and for real-time web applications.