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Perform Amazon Kinesis load testing with Locust

AWS Big Data

Building a streaming data solution requires thorough testing at the scale it will operate in a production environment. However, generating a continuous stream of test data requires a custom process or script to run continuously. In our testing with the largest recommended instance (c7g.16xlarge),

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Build a RAG data ingestion pipeline for large-scale ML workloads

AWS Big Data

RAG is a machine learning (ML) architecture that uses external documents (like Wikipedia) to augment its knowledge and achieve state-of-the-art results on knowledge-intensive tasks. We introduce the integration of Ray into the RAG contextual document retrieval mechanism. zst`; do zstd -d $F; done rm *.zst Outputs[?

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Accomplish Agile Business Intelligence & Analytics For Your Business

datapine

Your Chance: Want to test an agile business intelligence solution? It’s necessary to say that these processes are recurrent and require continuous evolution of reports, online data visualization , dashboards, and new functionalities to adapt current processes and develop new ones. Without further ado, let’s begin.

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Build SAML identity federation for Amazon OpenSearch Service domains within a VPC

AWS Big Data

Refer to How can I access OpenSearch Dashboards from outside of a VPC using Amazon Cognito authentication for a detailed evaluation of the available options and the corresponding pros and cons. The workflow consists of the following steps: The user navigates to the OpenSearch Dashboards URL in their browser.

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Mastering Day 2 Operations with Cloudera

Cloudera

Day 0 — Design and Preparation: Focuses on designing and preparing for your installation, including gathering requirements, planning architecture, allocating resources, setting up network and security, and documentation creation. Documentation: create documentation detailing the installation process and system configurations.

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Implement alerts in Amazon OpenSearch Service with PagerDuty

AWS Big Data

OpenSearch Dashboard provides an alerting plugin that you can use to set up various types of monitors and alerts. You can use the plugin to set up different monitors, including cluster health, an individual document, a custom query, or aggregated data. For Host , enter events.PagerDuty.com. For Method , choose POST.

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Introducing Amazon MWAA support for the Airflow REST API and web server auto scaling

AWS Big Data

Another example is building monitoring dashboards that aggregate the status of your DAGs across multiple Amazon MWAA environments, or invoke workflows in response to events from external systems, such as completed database jobs or new user signups. Args: region (str): AWS region where the MWAA environment is hosted.

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