Business Intelligence Data Engineering Open Source Survey 
O'Reilly Media - Ideas
FEBRUARY 11, 2020
Those suspicions were confirmed when we quickly received more than 1,900 responses to our mid-November survey request. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality.
O'Reilly Media - Ideas
FEBRUARY 11, 2019
This concurs with survey results we plan to release over the next few months. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Companies are embracing AI and data technologies in the cloud.
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Altexsoft
MARCH 14, 2023
Additionally, this modularity can help prevent vendor lock-in, giving organizations more flexibility and control over their data stack. Offered as open-source with active support by communities. Many components of a modern data stack (such as Apache Airflow, Kafka, Spark, and others) are open-source and free.
Altexsoft
JULY 18, 2023
Maintained by the Apache Software Foundation, Apache Spark is an open-source, unified engine designed for large-scale data analytics. With its native support for in-memory distributed processing and fault tolerance, Spark empowers users to build complex, multi-stage data pipelines with relative ease and efficiency.
Altexsoft
DECEMBER 14, 2022
Docker is an open-source containerization software platform: It is used to create, deploy and manage applications in virtualized containers. Launched in 2013 as an open-source project, the Docker technology made use of existing computing concepts around containers, specifically the Linux kernel with its features.
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