🌟 Session Overview 🌟
Session Name: Insights into Your Cloud Database: How Storage Engines Actually Work Speaker: Jan Mensch Session Description: In this session, we will dive into the inner workings of cloud storage engines by exploring Hummock, the storage engine behind RisingWave, a streaming database. We will cover how data writes occur in Hummock, focusing on the crucial role of MemTables in managing data before persistence. You will gain an understanding of Log-Structured Merge (LSM) trees and their importance in optimizing both read and write performance. Additionally, we will explore the function of L0 sublevels in accelerating the compaction process. We’ll discuss Sorted String Tables (SSTs), including how they organize data, their versioning, and how this versioning connects to distributed snapshots in streaming systems. Furthermore, we will examine the necessity of compaction and how it represents a trade-off between read and write amplification. By the end of the session, you will gain valuable insights into the mechanics of LSM storage engines and their role in powering streaming databases. 🚀 About Big Data and RPA 2024 🚀
Unlock the future of innovation and automation at Big Data & RPA Conference Europe 2024! 🌟 This unique event brings together the brightest minds in big data, machine learning, AI, and robotic process automation to explore cutting-edge solutions and trends shaping the tech landscape. Perfect for data engineers, analysts, RPA developers, and business leaders, the conference offers dual insights into the power of data-driven strategies and intelligent automation. 🚀 Gain practical knowledge on topics like hyperautomation, AI integration, advanced analytics, and workflow optimization while networking with global experts. Don’t miss this exclusive opportunity to expand your expertise and revolutionize your processes—all from the comfort of your home! 📊🤖✨
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