Mi primera App Serverless Basada en Eventos con Numaflow - Gustavo A. Bonilla
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Esta charla busca dar a conocer las ventajas de utilizar Numaflow, una plataforma serverless nativa para Kubernetes que además es open-source. En esta charla se explcaran los conceptos basicos que dan forma a Numaflow y se mostrará una demo con una app serverless basada en eventos que demuestre la confiabilidad que nos proporciona esta plataforma. Numaflow desacopla los eventos de la lógica de procesamiento lo que permite que cada componente sea auto-escalable de manera independiente en base a la demanda.
Mi primera App Serverless Basada en Eventos con Numaflow - Gustavo A. Bonilla
- 1. Numaflow Kubernetes-native Serverless Platform Gustavo A. Bonilla
- 2. What is Numaflow? ● Serverless ● Kubernetes-native ● Language Agnostic Platform for running scalable event-driven applications, decoupling event sources from processing logic, allowing independent auto-scaling based on demand.
- 3. Key Features Exactly-Once Semantics No input element is duplicated or lost even as pods are rescheduled or restarted. Auto-scaling with Back-pressure Each vertex automatically scales from zero to whatever is needed based on demand. Built-in Observability Focus on processing logic without worrying about operational complexities.
- 4. Real-Time Analytics Data Collection Gather streaming data from sources Action Trigger responses based on insights Processing Transform and analyze in real-time Processing Display insights on dashboards
- 5. Getting Started Install Numaflow Set up Numaflow in your Kubernetes cluster Define Pipeline Create a YAML definition of your data flow Write Processing Logic Implement your business logic in any language Deploy and Monitor Run your pipeline and observe its performance
- 7. Architecture Overview Sources Connect to event producers like Kafka, NATS, or HTTP endpoints. Processing Vertices Write business logic in any programming language. Each vertex scales independently based on workload. Sinks Send processed data to destinations like databases or message queues.
- 9. Links & Resources ● numaflow.numaproj.io/ ● numaflow.numaproj.io/quick-start/ ● github.com/numaproj/numaflow/tree/main ● linkedin.com/in/gus-bonilla-dev/