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Why applying chaos engineering to data-intensive applications matters

Dynatrace

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. This significantly increases event latency. From the Kafka Streams community, one of the configurations mostly tuned in production is adding standby replicas.

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Automated observability, security, and reliability at scale

Dynatrace

The screenshot below displays a workflow that listens for a deployment event of the easytrade service in the production stage. The validation process is automated based on events that occur, while the objectives’ configuration, which is validated by the Site Reliability Guardian , is stored in a separate file.

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Migrating Critical Traffic At Scale with No Downtime?—?Part 1

The Netflix TechBlog

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. This technique facilitates validation on multiple fronts.

Traffic 339
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Part 1: How Dynatrace and GitHub help you deliver better software faster

Dynatrace

Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. The latest version detected can be influenced by environment variables, Kubernetes labels, and events ingestion. Component levels information events such as releases and configuration changes.

Software 246
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How Netflix uses eBPF flow logs at scale for network insight

The Netflix TechBlog

Flow Collector consumes two data streams, the IP address change events from Sonar via Kafka and eBPF flow log data from the Flow Exporter sidecars. Summary Providing network insight into the cloud network infrastructure using eBPF flow logs at scale is made possible with eBPF and a highly scalable and efficient flow collection pipeline.

Network 325
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Sponsored Post: Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

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Education 100
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Sponsored Post: Wynter, Pinecone, Kinsta, Bridgecrew, IP2Location, StackHawk, InterviewCamp.io, Educative, Stream, Fauna, Triplebyte

High Scalability

No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Check out Educative.io 's 5-part learning path: Scalability and System Design for Developers. Fun and Interesting Events.

Education 100