SIMPLIFYING BIG DATA SECURITY: KERBEROS, SENTRY, AND RANGER

This comprehensive article explores the critical security challenges faced in Big Data environments, particularly within the Hadoop ecosystem. It delves into three essential security components: Kerberos for authentication, Sentry for fine-grained authorization, and Ranger for comprehensive security management. The article provides detailed insights into the functionalities, implementation strategies, and benefits of each tool, supported by industry statistics and expert recommendations. Additionally, it outlines five best practices for implementing Hadoop security, including a layered security approach, regular audits, the principle of least privilege, keeping systems updated, and education and training. Throughout, the article emphasizes the importance of robust security measures in protecting sensitive data, ensuring regulatory compliance, and mitigating the growing sophistication of cyber threats in the rapidly expanding field of Big Data.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-09-20
DOI
https://doi.org/10.5281/zenodo.13813734
Primary Topic
Cloud Data Security Solutions
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SIMPLIFYING BIG DATA SECURITY: KERBEROS, SENTRY, AND RANGER

Zenodo (CERN European Organization for Nuclear Research)
Cloud Data Security Solutions
article

SIMPLIFYING BIG DATA SECURITY: KERBEROS, SENTRY, AND RANGER

article en

Abstract

This comprehensive article explores the critical security challenges faced in Big Data environments, particularly within the Hadoop ecosystem. It delves into three essential security components: Kerberos for authentication, Sentry for fine-grained authorization, and Ranger for comprehensive security management. The article provides detailed insights into the functionalities, implementation strategies, and benefits of each tool, supported by industry statistics and expert recommendations. Additionally, it outlines five best practices for implementing Hadoop security, including a layered security approach, regular audits, the principle of least privilege, keeping systems updated, and education and training. Throughout, the article emphasizes the importance of robust security measures in protecting sensitive data, ensuring regulatory compliance, and mitigating the growing sophistication of cyber threats in the rapidly expanding field of Big Data.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 35%
Cloud Data Security Solutions
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.