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Data Ingestion

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This section details integrations that enable data collection, storage, and analysis:​

  • AWS S3: Object storage for collected data

  • Azure: Cloud services and data integration

  • ELK Stack: Elasticsearch, Logstash, and Kibana for logs

  • Google Cloud Storage (GCS): Scalable cloud storage

  • InfluxDB: Time-series database for flow logs (supports flow logs only)

  • Loki: Log aggregation (supports syslog only)

  • Snowflake: Cloud-based data warehousing and analytics

  • Splunk: Log indexing and search capabilities

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