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Achieving High Availability in CI/CD With Observability

DZone

Since most application releases depend on cloud infrastructure, having good continuous integration and continuous delivery (CI/CD) pipelines and end-to-end observability becomes essential for ensuring highly available systems.

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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226
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Choreography Pattern: Optimizing Communication in Distributed Systems

DZone

While this architectural approach offers scalability, reusability, and adaptability, it also presents a unique challenge: effectively managing communication between these microservices. There are two popular methodologies available to tackle this challenge. The first, Service Orchestration , was discussed in my previous article.

Systems 274
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Storage Types Used on Cloud Computing Platforms

DZone

Because of the emergence of cloud services, a broad range of storage choices are now easily available to fulfill the different demands of both organizations and people. These storage alternatives have been designed to meet a range of requirements, including performance, scalability, durability, and price.

Storage 266
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Percona Server for MongoDB 7 Is Now Available

Percona

This is not a general rule, but as databases are responsible for a core layer of any IT system – data storage and processing — they require reliability. Availability solutions – Advanced backups, including physical backups and point-in-time recovery that are not available to MongoDB Community Edition.

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What is log management? How to tame distributed cloud system complexities

Dynatrace

Log management is an organization’s rules and policies for managing and enabling the creation, transmission, analysis, storage, and other tasks related to IT systems’ and applications’ log data. Distributed cloud systems are complex, dynamic, and difficult to manage without the proper tools. What is log management?

Systems 187
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Implementing a Self-Healing Infrastructure With Kubernetes and Prometheus

DZone

In today's world, the need for highly available and fault-tolerant systems is more important than ever. Kubernetes provides a highly scalable and flexible platform for managing containerized applications. Kubernetes provides two types of self-healing mechanisms: liveness probes and readiness probes.