Data Lake Architecture refers to the structure and arrangement of components in a data lake that enable the collection, storage, and processing of large volumes of structured and unstructured data from diverse sources. It provides an efficient, scalable, and flexible platform for various data operatio...
《数据湖架构-Data Lake Architecture》精简 声明:本文仅代表一家之言。 “单向”数据湖 业务用户对数据湖中数据感到一筹莫展,核心问题在于,湖中数据增长得越多,其分析难度也越大。因为数据被不断地推进湖中,分析报告却始终难产,这种规模可观的数据湖被戏虐为“单向”数据湖,数据只进不出。这样数据湖仅仅被当做...
Lakehouse architecture combines the best of data lakes and data warehouses to help you reduce costs and deliver any AI use case.
A modern data lake architecture provides rapid data access and analytics by having compute resources and storage objects internal to the data lake platform.
Data Lake Architecture 作者: Bill Inmon 出版社: Technics Publications副标题: Designing the Data Lake and Avoiding the Garbage Dump出版年: 2016-4-1页数: 166定价: USD 24.95装帧: PaperbackISBN: 9781634621175豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单 分享到 推荐 ...
Our data lake’shigh-leveldesign 我们的数据湖的高层设计 Since 2022 we’ve used the in-house data lake architecture shown below. We ingest incrementally updated data from Postgres to Kafka using Debezium CDC connectors, then useApache Hudi, an open-source data processing and storage framework, ...
5. Technical Data Lake Architecture Proposal for Fish Farming Data-Driven Strategy With the emergence of data-driven strategies in many fields and the massive increase in the quantity of generated data by the fish farming domain, it is imperative to design a data lake architecture able to handle...
Search terms included “data lake architecture”, “data lake design”, “data lake implementation”, and related keywords. The search covered publications from 2008 to 2024 to capture the full evolution of data-lake concepts. The year 2008 was chosen as the starting point as it marks the earl...
Data lake architecture While the earliest data lakes were built on Hadoop, the core of a modern data lake is a cloud object storage service. Common options include Amazon Simple Storage Service (Amazon S3), Microsoft Azure Blob Storage, Google Cloud Storage and IBM Cloud Object Storage. ...
标题:An Overview of Current Data Lake Architecture Models 作者:Tomislav Hlupić,Dražen Oreščanin,Domagoj Ružak,Mirta Baranović 所在单位:Poslovna inteligencija d. o. o., Zagreb, Croatia;A…