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Apache Druid

Brand: The Apache Software Foundation

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Features

  • check_icon Realtime Ingestion
  • check_icon Batch Ingestion
  • check_icon Roll-Up Aggregation
  • check_icon Segment Versioning
  • check_icon Segment Replication

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Apache Druid Features

  • icon_check Realtime Ingestion Streams from Kafka/Kinesis are ingested continuously, making data queryable on arrival.
  • icon_check Batch Ingestion Ingests files from Hadoop, S3, or local sources in batch jobs to build optimized segments.
  • icon_check Roll-Up Aggregation Aggregates rows during ingestion to reduce row counts and improve query performance.
  • icon_check Segment Versioning Manages segment updates by versioning; new versions atomically replace old ones.
  • icon_check Segment Replication Replicates segments across nodes for fault tolerance and high query availability
  • icon_check Query Caching Caches intermediate query results at broker and historical nodes for faster re-execution.
  • icon_check Time Chunk Pruning Skips irrelevant segments during queries by leveraging time-based partitioning.
  • icon_check Segment Compaction Periodically merges small segments into larger ones to optimize storage and scans.
  • icon_check Task Scheduling MiddleManager and Indexer nodes coordinate ingestion tasks in parallel for scaling.
  • icon_check Data Retention Management Automatically drops or archives old segments based on retention rules.
  • icon_check Load Balancing Balances query load across historical and real-time nodes to maintain performance.
  • icon_check Segment Partitioning Data is divided into time-based immutable segments for efficient pruning and query targeting.
  • icon_check Columnar Encoding Stores data in column-oriented layout, enabling selective access and reduced I/O per query.
  • icon_check Bitmap Indexing Builds compressed bitmap indexes on dimensions for fast multi-value filtering and lookup.
  • icon_check Dictionary Encoding Encodes dimension values into integer IDs to reduce storage footprint and accelerate scans.

Apache Druid Specifications

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The Apache Software Foundation Company Details

Brand Name The Apache Software Foundation
Information Apache Software Foundation provides organizational, legal and financial support for Apache open-source software projects.
Founded Year 1999
Director/Founders Brian Behlendorf, Grant Ingersoll, Isabel Drost-Fromm, Jim Jagielski, Lars Eilebrecht, Patrick Stued
Company Size 1-100 Employees
Other Products Apache SkyWalking, Glowroot, Apache Storm, Apache Drill, Apache Airflow

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