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# Best of Apache Hadoop — 2024

1. 1  
[](/posts/introduction-to-apache-accumulo-edggy4fqr "Introduction to Apache Accumulo")  
Article  
![Avatar of baeldung](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/52cccfb454d946c4b7dfa5e816f9e576)Baeldung · 2y  
Introduction to Apache Accumulo  
Apache Accumulo is a powerful, distributed key-value store designed for handling massive datasets with fine-grained security. Developed originally by the NSA and based on Google's Bigtable, it excels in scalability, performance, and security, enabling efficient data ingestion, retrieval, and processing. Accumulo supports cell-level security, server-side programming, and flexible data models, making it ideal for applications requiring strict access controls and large-scale data management.  
41  
1
2. 2  
[](/posts/data-engineering-vault-qfxdqtmva "Data Engineering Vault")  
Article  
![Avatar of hn](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/hn)Hacker News · 2y  
Data Engineering Vault  
The Data Engineering Vault is a comprehensive resource designed to help you explore and discover interconnected terms in data engineering. It covers the definition and evolution of data engineering, highlighting the importance of tools like Python, Apache Airflow, and SQL. Additionally, it offers resources for getting started with data engineering, including must-read articles, influential books, and valuable community insights.  
36  
1
3. 3  
[](/posts/introduction-to-apache-hadoop-cgokhoidm "Introduction to Apache Hadoop")  
Article  
![Avatar of baeldung](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/52cccfb454d946c4b7dfa5e816f9e576)Baeldung · 2y  
Introduction to Apache Hadoop  
The post introduces Apache Hadoop, a powerful open-source framework designed for distributed storage and processing of large datasets. It explains Hadoop's core components, including HDFS for storage, YARN for resource management, and MapReduce for data processing. The tutorial guides through setting up a Hadoop cluster on a GNU/Linux platform and performing basic operations like file management and running MapReduce jobs. It also highlights several tools within the Hadoop ecosystem that support data ingestion, analysis, and extraction.  
14

[See all Apache Hadoop archives](/tags/apache-hadoop/best-of)

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