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Adding Postgres 16 support to Citus 12.1, plus schema-based sharding improvements

The Citus Data

PostgreSQL 16 has introduced a new feature for load balancing multiple servers with libpq, that lets you specify a connection parameter called load_balance_hosts. You can use query-from-any-node to scale query throughput, by load balancing connections across the nodes. Postgres 16 support in Citus 12.1

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Observability versus monitoring in software development

CircleCI

Monitoring is the act of taking the data and metrics that observability makes available and tracking them over time so that anomalies, errors, and downtime are noticeable immediately. By monitoring the metrics of running systems, developers can detect when these systems begin to deviate from normal behavior. What is monitoring?

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Our DevOps Toolbox: The Consul Interview

Exadel

Consul is a popular “infra tool” that can be used as a distributed key-value storage, as well as a service discovery feature that includes back end storing IPs, ports, health info, and metadata about discovered services. Consul is quite flexible and the monitoring system has numerous metrics. What is Consul? The Big Takeaway.

DevOps 52
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Infrastructure Engineer: Key Duties, Skills, and Background

Altexsoft

The hardware layer includes everything you can touch — servers, data centers, storage devices, and personal computers. The expert also documents problems and how they were addressed and creates metrics reports. It gets you familiar with Google Cloud services, storage options, deployment environments, and policy management tools.

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Maximizing Cloud Cost Efficiency: 5 Essential Strategies for Cloud FinOps

Perficient

Elastic Load Balancing: Implementing Elastic Load Balancing services in your cloud architecture ensures that incoming traffic is distributed efficiently across multiple instances. Microservices and Containerization: Refactoring monolithic applications into microservices and deploying them using containerization (e.g.,

Cloud 52
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Scaling my application: am I ready?

CircleCI

For instance, it may need to scale in terms of offered features, or it may need to scale in terms of processing or storage. But at some point it becomes impossible to add more processing power, bigger attached storage, faster networking, or additional memory. Scaling data storage. Scaling file storage. Automate first.

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Kubernetes Networking 101

Kentik

As the complexity of microservice applications continues to grow, it’s becoming extremely difficult to track and manage interactions between services. The data plane basically touches every data packet in the system to make sure things like service discovery, health checking, routing, load balancing, and authentication/authorization work.

Network 63