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Supporting Diverse ML Systems at Netflix

Netflix Tech

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.

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5 Best Practices for Optimizing PeopleSoft Performance on AWS

Datavail

Optimizing the performance of PeopleSoft enterprise applications is crucial for empowering businesses to unlock the various benefits of Amazon Web Services (AWS) infrastructure effectively. In this blog, we will discuss various best practices for optimizing PeopleSoft’s performance on AWS.

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Node Management in Cassandra: Ensuring Scalability and Resilience

Datavail

Cassandra is a highly scalable and distributed NoSQL database that is known for its ability to handle large volumes of data across multiple commodity servers. As an administrator or developer working with Cassandra, understanding node management is crucial for ensuring the performance, scalability, and resilience of your database cluster.

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Honeycomb Unveils Kubernetes-Aware Observability to Solve Application Performance Mysteries

Honeycomb

Innovative application observability for developers correlates code performance with granular cluster data for easier debugging and migrations. It makes it easy to integrate data from Kubernetes using new instrumentation options for Kubernetes events, metrics, and trace attributes.

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AI-Driven API and Microservice Architecture Design for Cloud

Dzone - DevOps

Here are some key aspects where AI can drive improvements in architecture design: Intelligent planning : AI can assist in designing the architecture by analyzing requirements, performance metrics, and best practices to recommend optimal structures for APIs and microservices.

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Cluster Management in Cassandra: Achieving Scalability and High Availability

Datavail

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. Start the Cassandra service on the new node: Monitor the system logs to ensure the new node successfully joins the cluster. Perform your operations (e.g.,

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Observability Best Practices in Software Development

Apiumhub

Observability best practices in software development are fundamental pillars that enable developers to gain profound insights into the internal dynamics of a system by scrutinizing its outputs, logs, and other external indicators. Use tools like Prometheus, Grafana, or Datadog to collect, visualize, and alert on these metrics.