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Ready for changes with Hexagonal Architecture

The Netflix TechBlog

This decision was not geared by performance issues?—?but Leveraging Hexagonal Architecture We needed to support the ability to swap data sources without impacting business logic , so we knew we needed to keep them decoupled. The idea of Hexagonal Architecture is to put inputs and outputs at the edges of our design.

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Protecting critical infrastructure and services: Ensure efficient, accurate information delivery this election year

Dynatrace

These components include schools; transportation; energy; water; and communications such as the accuracy, timeliness, and transparency of election reporting. In a monitoring scenario, teams typically preconfigure dashboards to alert about performance issues they may expect to see later. Observability differs from monitoring.

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How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

At much less than 1% of CPU and memory on the instance, this highly performant sidecar provides flow data at scale for network insight. Flow Exporter The Flow Exporter is a sidecar that uses eBPF tracepoints to capture TCP flows at near real time on instances that power the Netflix microservices architecture. What is BPF?

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Data Mesh?—?A Data Movement and Processing Platform @ Netflix

The Netflix TechBlog

Overall Architecture The Data Mesh system can be divided into the control plane (Data Mesh Controller) and the data plane (Data Mesh Pipeline). Once deployed, the pipeline performs the actual heavy lifting data processing work. It reads events from the upstream transports and applies some business logic to each of them.

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World’s first and only fully automatic observability for Golang services now extended to statically linked Go applications

Dynatrace

Organizations that want a high-performance language with a great ecosystem often write their applications in Go. With no required recompilation or code changes, you can: Monitor web-scale and highly dynamic microservice architectures including statically as well as dynamically linked Go applications and platform components.

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Delta: A Data Synchronization and Enrichment Platform

The Netflix TechBlog

Existing Solutions Dual Writes In order to keep two datastores in sync, one could perform a dual write, which is executing a write to one datastore following a second write to the other. In Netflix the microservice architecture is widely adopted and each microservice typically handles only one type of data.

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Kubernetes in the wild report 2023

Dynatrace

The study analyzes factual Kubernetes production data from thousands of organizations worldwide that are using the Dynatrace Software Intelligence Platform to keep their Kubernetes clusters secure, healthy, and high performing. The report also reveals the leading programming languages practitioners use for application workloads.