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Why applying chaos engineering to data-intensive applications matters

Dynatrace

Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. We designed experimental scenarios inspired by chaos engineering.

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10 tips for migrating from monolith to microservices

Dynatrace

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Migration is time-consuming and involved. create a microservice; 2.

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Accelerate your cloud journey with Dynatrace observability for AWS S3 logs

Dynatrace

The increasing complexity of cloud service architectures requires a rock-solid understanding of the activity, health status, and security of cloud services. To date, some customers have used open source or community-backed components to forward logs from S3 to Dynatrace.

AWS 204
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How Netflix Scales its API with GraphQL Federation (Part 1)

The Netflix TechBlog

Netflix is known for its loosely coupled and highly scalable microservice architecture. This solves many of the consistency and development velocity challenges with minimal tradeoffs on dimensions like scalability and operability. The product teams solved for this with two architectural patterns.

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

Dynatrace

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. SLO validation – ?Automatically Topics in this blog series.

Software 246
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Orchestrating Data/ML Workflows at Scale With Netflix Maestro

The Netflix TechBlog

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.

Java 202
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What is web application security? Everything you need to know.

Dynatrace

Their “ State of Open Source Security Report, 2020 ” found that the most common vulnerabilities are cross-site scripting vulnerabilities (18%), followed by malicious packages (13%). Snyk also reports that open-source software is a common entry point for vulnerabilities. Whether the process is exposed to the Internet.