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CLP - Efficient and Scalable Search on Compressed Text Logs

Offered By: USENIX via YouTube

Tags

OSDI (Operating Systems Design and Implementation) Courses Unstructured Data Courses Compression Algorithms Courses Log Management Courses

Course Description

Overview

Explore a groundbreaking tool for efficient log management in this 15-minute conference talk from OSDI '21. Discover CLP, a revolutionary solution that losslessly compresses unstructured text logs while enabling rapid searches directly on compressed data. Learn how CLP outperforms popular tools like Elasticsearch and Splunk Enterprise in compression ratio, search performance, and log ingestion speed. Understand the innovative domain-specific compression and search algorithm that exploits repetition in text logs, allowing CLP to scale to petabytes of data. Gain insights into how this tool bridges the gap between log search and log archiving, enabling efficient search and analytics on archived logs that was previously impossible.

Syllabus

OSDI '21 - CLP: Efficient and Scalable Search on Compressed Text Logs


Taught by

USENIX

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