What is the Lakehouse, the latest Direction of Big Data Architecture?

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  • iceberg

    Apache Iceberg

  • Hudi focuses more on the fast landing of streaming data and the correction of delayed data. Iceberg focuses on providing a unified operation API by shielding the differences of the underlying data storage formats, forming a standard, open and universal data organization lattice, so that different engines can access through API. Lakesoul, now based on spark, focuses more on building a standardized pipeline of data lakehouse. Delta Lake, an open-source project from Databricks, tends to address storage formats such as Parquet and ORC on the Spark level.

  • LakeSoul

    LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.

  • Lakesoul

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
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