Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 文章开始首先探讨了数据平台架构的发展历程。整个发展被分为了三个阶段: 1. 第一代数据仓库 这一类是传统的数据仓库。主要方法是用 ETL 任务将结构化数据导入到常为关系型数据库的数据仓库中,来进行商务分析、财务...
Most open data platforms now provide full statistics and lineage capabilities on how many times a specific dataset has been accessed within an open data repository, and/or downloaded through APIs and other methods. This helps to gauge popularity, even if it doesn’t help to understand exactly wh...
40+ Number of countries with government open data platforms* 90,000+ Data sets on data.gov (US site)* 1.4 million Page views for the UK open data site in the summer of 2013 102 Cities that participated ...
Open data is becoming increasingly important for governments and public research. Using Windows Azure, open data platforms such as Comprehensive Knowledge Archive Network (CKAN) are able to take advantage of the scalability, flexibility, load-balancing and interoperability features of the cloud. The Ope...
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics 本文认为今天所知的数据仓库架构将在未来几年消亡,取而代之的是一种新的架构模式Lakehouse,它将(i)基于开放的直接访问数据格式,如Apache Parquet,(ii)对机器学习和数据科学具有一流的支持,以及(iii)提供最先进的...
opendatadiscovery/awesome-data-catalogs Star689 📙 Awesome Data Catalogs and Observability Platforms. open-sourcemetadataawesomeopensourceossbig-dataopendatamldata-engineeringdataopsdata-catalogdata-discoveryawesome-listobservabilitydata-qualitymetadata-managementdatacatalogdatadiscovery ...
Data collaboration and synchronization is vital for implementing this technology solution. This platform aims to incorporate data from Open data platforms, Non-Public Domain datasets through data partnerships and incorporate data from open APIs.
Based on the openness and interoperability of the Windows Azure platform, open data technologies are enabling more open data to be available in the cloud. CKAN (Comprehensive Knowledge Archive Network) is one of the most popular open data platforms in...
Open Data Store Architecture. Read more about state of the art City platform. Read more on how to we solve complex issues of building a true platform that scales through the cities and scenarios. We are introducing a number of new platforms including IoT, Social and Cloud platforms. ...
Overall, government agencies should enhance the amount and quality of Open Government Data positively and continuously, also strengthen the functions of discussion and linkage of platforms and the quality of datasets. Aside from consolidating collaborations and interactions to open data communities, ...