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🌟 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! 📊🤖✨ 📅 Yearly Conferences: Curious about the evolution of QA? Check out our archive of past Big Data & RPA sessions. Watch the strategies and technologies evolve in our videos! 🚀 🔗 Find Other Years' Videos: 2023 Big Data Conference Europe https://www.youtube.com/playlist?list=PLqYhGsQ9iSEpb_oyAsg67PhpbrkCC59_g 2022 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEryAOjmvdiaXTfjCg5j3HhT 2021 Big Data Conference Europe Online https://www.youtube.com/playlist?list=PLqYhGsQ9iSEqHwbQoWEXEJALFLKVDRXiP 💡 Stay Connected & Updated 💡 Don’t miss out on any updates or upcoming event information from Big Data & RPA Conference Europe. Follow us on our social media channels and visit our website to stay in the loop! 🌐 Website: https://bigdataconference.eu/, https://rpaconference.eu/ 👤 Facebook: https://www.facebook.com/bigdataconf, https://www.facebook.com/rpaeurope/ 🐦 Twitter: @BigDataConfEU, @europe_rpa 🔗 LinkedIn: https://www.linkedin.com/company/73234449/admin/dashboard/, https://www.linkedin.com/company/75464753/admin/dashboard/ 🎥 YouTube: http://www.youtube.com/@DATAMINERLT |
DATA MINER Big Data Europe Conference 2020 |
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Building Scalable Cloud-Native Applications With Distributed SQL
2024-05-16 · 15:30
PLEASE register via this following link if you are participating this event: https://www.pingcap.com/event/16347/ In this meetup, we’ll uncover how to build cloud-native applications designed to scale effortlessly in dynamic environments. If you’re a seasoned developer or just getting started with cloud-native architecture, we’ll offer valuable insights and practical tips for designing robust, scalable applications. We’ll also explore distributed SQL, an evolved database architecture built from the ground up to deliver the transactional guarantees of relational databases and the horizontal scale of NoSQL databases. Our speakers will dive into the principles, challenges, and best practices of utilizing this database architecture effectively in your applications. We hope to see you there! Agenda: 16:30 Doors open 17:00 – 17:15 Welcome Speech 17:15 – 18:00 Introduction to Distributed SQL – TiDB by Daniël van Eeden, Technical Solution Engineer at PingCAP 18:00 – 18:45 Planning Your TiDB Deployment: A Step-by-Step Guide by Susana Salazar Oroz, Senior DBRE at Bolt 18:45 – 19:00 Break 19:00 – 19:30 Real-time Steaming with RisingWave by Jan Mensch, Developer at RisingWave |
Building Scalable Cloud-Native Applications With Distributed SQL
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