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#Database Architecture

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NPTEL

Introduction to Database Systems

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This course introduces the students to the various theoretical and practical principles involved in the design and use of databases systems with the help of database management systems (DBMS) and the SQL Standard.
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41 Lesons
1 day 5 hours
On-Demand
Free-Video
Carnegie Mellon University

The Databaseology Lectures - Fall 2015

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Explore embedded database systems through technical talks from leading developers, covering implementation details and real-world challenges in mobile, OLTP, and distributed systems.
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6 Lesons
6 hours
On-Demand
Free-Video
Microsoft

Azure SQL Database Hyperscale - Customer Use Cases and Benefits

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Explore Azure SQL Database Hyperscale's architecture, features, and real-world applications through customer stories, demos, and expert insights on scalability, performance, and multi-model capabilities.
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14 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Microsoft

Top 10 Reasons to Choose Flexible Server for Azure Database for PostgreSQL

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Explore 10 key advantages of Azure Database for PostgreSQL Flexible Server, including improved performance, high availability, cost optimization, and enhanced control over server configurations.
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13 Lesons
26 minutes
On-Demand
Free-Video
Microsoft

8 Keys to the Growth of Citus and Distributed PostgreSQL - Keynote

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Explore 8 key factors driving Citus and Distributed PostgreSQL growth, from unforking Postgres to cloud integration, open-source contributions, and future developments in database technology.
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12 Lesons
32 minutes
On-Demand
Free-Video
Linux Foundation

Database Native Support for CDC Streaming Pipeline

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Explore a database-native solution for Cassandra's CDC logs, addressing common challenges and proposing an improved architecture based on industry insights and managed CDC solutions.
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1 Lesons
24 minutes
On-Demand
Free-Video
CMU Database Group

Modern Analytical Database Systems - Lecture 2

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Explore modern analytical database systems, covering distributed architectures, query execution, and OLAP commoditization in this advanced CMU lecture.
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15 Lesons
53 minutes
On-Demand
Free-Video
CMU Database Group

Snowflake Database Architecture Overview - Lecture 25

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Explore Snowflake's cloud-based database architecture, including query execution, optimization, and workload management, with insights from industry experts.
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18 Lesons
1 hour 17 minutes
On-Demand
Free-Video
SQLBits

Snowflake Concepts and Architecture: Introduction to Cloud Data Warehousing

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Explore Snowflake's architecture, benefits, and unique features for cloud-based data warehousing. Learn how it compares to other tools and implements in Azure.
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1 Lesons
20 minutes
On-Demand
Free-Video
OSACon

QuestDB - Building Blocks of a Fast Open-Source Time-Series Database

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Dive into the architecture of QuestDB and discover how this open-source time-series database achieves high-speed performance through specialized timestamp handling, efficient data ingestion, and SQL extensions.
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1 Lesons
28 minutes
On-Demand
Free-Video
Big Data Demystified

NoSQL Data Modeling and LSM Tree Data Structure

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Dive into NoSQL data modeling fundamentals and LSM Tree architecture, exploring key concepts like primary key selection, clustering, and compaction for advanced database implementation.
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1 Lesons
58 minutes
On-Demand
Free-Video
Big Data Demystified

High Performance, Low Latency Database Architecture - Modern Distributed Systems

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Dive into modern distributed database architecture, exploring high performance, consistency, replication, and scaling concepts through practical examples from ScyllaDB and Cassandra implementations.
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15 Lesons
29 minutes
On-Demand
Free-Video
Big Data Demystified

Next Generation Databases: Critical Innovations for Performance at Scale

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Explore modern database systems, from SQL vs NoSQL to scaling strategies, while learning critical performance innovations and future trends in database architecture and implementation.
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1 Lesons
36 minutes
On-Demand
Free-Video
Big Data Demystified

NoSQL Data Modeling: Theory and Practice for High-Performance Applications

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Master NoSQL data modeling fundamentals through hands-on examples and best practices for building high-performance applications, guided by ScyllaDB's Head of Training.
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1 Lesons
58 minutes
On-Demand
Free-Video
Big Data Demystified

NoSQL Core Concepts - Introduction to Database Architecture and Data Modeling

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Master NoSQL fundamentals with ScyllaDB, from basic architecture to data modeling, while learning to set up clusters and execute queries through hands-on demonstrations.
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1 Lesons
57 minutes
On-Demand
Free-Video
Big Data Demystified

Advanced Data Modeling in NoSQL Databases

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Master advanced NoSQL data modeling techniques, from primary key selection to handling large partitions, collections, and common pitfalls. Learn to optimize database performance and avoid critical design mistakes.
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1 Lesons
55 minutes
On-Demand
Free-Video
Big Data Demystified

NoSQL Database Fundamentals - Architecture, Modeling and Querying

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Dive into NoSQL fundamentals, exploring data modeling, architecture principles, and essential querying techniques while comparing SQL and NoSQL approaches for high-performance databases.
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1 Lesons
1 hour
On-Demand
Free-Video
Oracle

Relational vs JSON Storage in Oracle Database

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Explore the showdown between relational and JSON approaches in Oracle Database, comparing strengths and weaknesses to guide your storage choices for optimal data management.
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10 Lesons
29 minutes
On-Demand
Free-Video
Oracle

Introduction to Oracle Exadata - Exadata Overview

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Comprehensive overview of Oracle Exadata's architecture, innovations, and performance advantages. Explores key features like Smart Scan, Columnar Flash Cache, and RDMA, highlighting Exadata's superiority over cloud competitors.
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15 Lesons
31 minutes
On-Demand
Free-Video
Meta

Full-Stack Flux Architecture in React.js - React.js Conf 2015

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Explore full-stack Flux architecture, its advantages in scaling actions and queries, and how it can revolutionize backend development for more efficient and scalable web applications.
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29 Lesons
33 minutes
On-Demand
Free-Video
Meta

RealPin: A Highly Customizable Object Retrieval System

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Explore Pinterest's RealPin system for customizable object retrieval, featuring RocksDB integration, flexible update methods, and efficient retrieval patterns for large-scale data management.
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15 Lesons
21 minutes
On-Demand
Free-Video
Hussein Nasser

Postgres Architecture Explained

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Detailed exploration of PostgreSQL's process architecture, covering key components like MVCC, backend processes, shared buffers, and auxiliary processes for efficient database management.
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15 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

Distributed SQL vs Polyglot Persistence - Database Architecture for Cloud Native Microservices

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Explore database architectures for cloud-native microservices, comparing distributed SQL and polyglot persistence approaches to optimize performance and scalability.
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1 Lesons
34 minutes
On-Demand
Free-Video
Linux Foundation

Technical Overview of FoundationDB - Internal Operations and Scalability

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Explore FoundationDB's internals, focusing on external consistency and scalability in distributed databases. Learn about stateful components, API, reads, commits, and failure handling.
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9 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

FoundationDB Document Layer: Managing JSON Documents at Scale

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Explore FoundationDB Document Layer: manage JSON documents at scale with MongoDB compatibility, ordered docs, consistent indexes, and serializable transactions.
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5 Lesons
25 minutes
On-Demand
Free-Video
Linux Foundation

How to Choose the Right Database for Your Microservices

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Explore database selection strategies for microservices architecture, focusing on optimal performance, scalability, and data management in distributed systems.
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1 Lesons
47 minutes
On-Demand
Free-Video
Linux Foundation

TiKV Best Practices - Deployment, Scaling, and Performance Optimization

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Explore TiKV best practices for distributed key-value databases, covering data distribution, cross-DC deployment, scaling, hotspot management, and performance tuning for optimal system efficiency.
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20 Lesons
40 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

The Evolution of TiKV - Architecture, Scalability, and Challenges

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Explore TiKV's evolution, architecture, and key features like scalability and data consistency. Learn about its challenges and priority I/O scheduling.
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12 Lesons
27 minutes
On-Demand
Free-Video
Paul G. Allen School

Distributed Storage Systems: BigTable - Lecture 6

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Explore BigTable's data model, requirements, and advantages over commercial databases in this comprehensive lecture on distributed storage systems.
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7 Lesons
2 hours 33 minutes
On-Demand
Free-Video
Linux Foundation

Amazon Keyspaces Architecture for Scalable Performance - Lessons for Apache Cassandra

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Explore Amazon Keyspaces architecture for handling massive data scales with low latency. Learn techniques applicable to Apache Cassandra for achieving highly scalable performance.
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1 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

The Architecture of a Forever Free, Serverless SQL Database

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Explore the internals of a serverless database, including automatic scaling, transaction isolation, resilience, data localization, and cost-effective usage in CockroachDB Serverless.
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1 Lesons
35 minutes
On-Demand
Free-Video
Oracle

First Principles: Inside MySQL HeatWave Lakehouse on OCI

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Explore MySQL HeatWave Lakehouse's innovative architecture, enabling efficient processing of massive datasets with advanced features like adaptive sampling, smart scheduling, and automated query optimization.
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14 Lesons
22 minutes
On-Demand
Free-Video
Linux Foundation

Under the Hood of a Shard-per-Core Database Architecture

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Explore ScyllaDB's shard-per-core architecture and Seastar framework, learning how modern database design optimizes performance, scalability, and resource utilization in server technology.
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1 Lesons
47 minutes
On-Demand
Free-Video
NDC Conferences

Azure Cosmos DB - Low Latency and High Availability at Planet Scale

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Explore Azure Cosmos DB's architecture, focusing on high availability, low latency, and scalability. Learn about storage engine design, request routing, and performance optimization for planet-scale services.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Linux Foundation

Taming Cross-Region Latency in Geo-Distributed SQL Databases

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Explore geo-distributed SQL databases, their architecture, and strategies for optimizing cross-region latency. Learn about distributed SQL benefits, topologies, and advanced features for global data management.
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17 Lesons
40 minutes
On-Demand
Free-Video
Linux Foundation

How a Git-based Headless CMS Solves Challenges of Traditional Database-centric CMS Architectures

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Explore how Git-based headless CMS overcomes limitations of traditional database-centric systems, offering improved versioning, workflows, scalability, and DevContentOps for modern digital experiences.
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1 Lesons
47 minutes
On-Demand
Free-Video
Linux Foundation

Introduction to Vitess: Features, Functionality, and VSchema Design

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Learn about Vitess architecture, sharding metadata, and key features. Explore use cases, design strategies, and practical solutions for scaling and managing distributed databases.
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21 Lesons
44 minutes
On-Demand
Free-Video
Linux Foundation

The Changing Landscape of Open Source Databases

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Explore evolving open source databases, from origins to trends, covering relational vs. non-relational, multimodal vs. hybrid, and architectural shifts in this comprehensive overview.
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14 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

Deploying a Database on Kubernetes - Architecture and Challenges

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Explore the architecture of distributed databases on Kubernetes, discussing challenges and solutions for optimal deployment and performance.
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11 Lesons
43 minutes
On-Demand
Free-Video
Linux Foundation

Distributed Principles in a Cloud-Native Database - CockroachDB Deep Dive

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Explore CockroachDB's innovative architecture, distributed systems principles, and key features for resilient, scalable database solutions in cloud-native environments.
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18 Lesons
56 minutes
On-Demand
Free-Video
Linux Foundation

Scale Your Application to Infinity

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Learn how Intuit's IPS provides scalable persistence for hundreds of services using XML schemas, Cassandra, Elastic Search, and Data Lake, with best practices for running Cassandra.
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1 Lesons
31 minutes
On-Demand
Free-Video
Strange Loop Conference

Turning the Database Inside Out with Apache Samza

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Explore a new approach to database architecture using Apache Samza, transforming traditional models into real-time stream processing for improved scalability, robustness, and data flexibility.
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1 Lesons
48 minutes
On-Demand
Free-Video
Linux Foundation

Rearchitecting CouchDB Secondary Indexes on Top of FoundationDB

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Explore the architectural redesign of CouchDB's secondary indexes on FoundationDB, focusing on data models, global state management, sorting, and Apache Lucene integration for improved performance and consistency.
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7 Lesons
18 minutes
On-Demand
Free-Video
Strange Loop Conference

Raft - The Understandable Distributed Protocol

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Explore Raft, a new distributed protocol designed for real-world applications and understandability. Learn its key concepts, implementation, and advantages over Paxos.
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13 Lesons
37 minutes
On-Demand
Free-Video
Strange Loop Conference

Why We Built Our Own Distributed Column Store

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Explore the architecture and implementation of Retriever, a custom-built distributed column store database inspired by Facebook's Scuba, designed for efficient querying of large-scale event data.
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27 Lesons
43 minutes
On-Demand
Free-Video
GOTO Conferences

Introduction to Real-Time Analytics with Apache Pinot

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Explore Apache Pinot's real-time analytics capabilities, architecture, and impact on data-driven decision-making. Learn about its indexing strategies, query language, and integration with popular data tools.
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8 Lesons
49 minutes
On-Demand
Free-Video
Spring I/O

Do You Really Need Hibernate

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Explore alternatives to Hibernate for database-centric applications. Learn how jOOQ and Java Records can simplify data access, improve performance, and avoid common ORM issues.
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1 Lesons
54 minutes
On-Demand
Free-Video
EuroPython Conference

Yet Another Package for Multi-Tenancy in Django

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Explore multi-tenancy implementation in Django, covering fundamental plumbing, challenges, and popular packages for reliable, secure, and elegant solutions.
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12 Lesons
29 minutes
On-Demand
Free-Video
EuroPython Conference

Django with PostgreSQL Superpowers

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Explore PostgreSQL's exclusive features and superpowers in Django projects, leveraging built-in contrib modules and third-party packages for enhanced database functionality.
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1 Lesons
24 minutes
On-Demand
Free-Video
PASS Data Community Summit

Columnstore Indexes in SQL Server 2014 - Flipping the DW Faster Bit

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Explore optimized columnstore indexes in SQL Server 2014 for data warehousing, including architecture, challenges, and real-world applications. Learn how this hybrid technology can revolutionize your database performance.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
PASS Data Community Summit

Inside Tempdb

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Dive deep into SQL Server's tempdb internals with expert Bob Ward. Explore memory structures, classes, and bitmaps for practical insights to optimize tempdb usage and avoid common issues.
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1 Lesons
2 hours 43 minutes
On-Demand
Free-Video
PASS Data Community Summit

SQL Server Internals and Architecture

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Explore SQL Server's internal workings and architecture, gaining insights into its core components, processes, and optimizations for enhanced database management and performance tuning.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
PASS Data Community Summit

Amazon Aurora - Design for High Throughput Cloud-Native Relational DBs

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Explore Amazon Aurora's innovative architecture for high-throughput cloud databases, focusing on network optimization, fast recovery, and fault tolerance without distributed consensus algorithms.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
PASS Data Community Summit

Inside the VertiPaq Engine

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Explore VertiPaq engine internals, database architecture, and optimization techniques for improved performance and compression in SQL Server Analysis Services Tabular, Power BI, and Power Pivot.
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26 Lesons
1 hour 10 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

It Is Time to Talk About DataMesh

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Explore DataMesh architecture, its benefits over traditional solutions, and practical implementation for efficient cross-cloud data management.
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15 Lesons
27 minutes
On-Demand
Free-Video
NDC Conferences

Performance is not an Option - Building Services with GRPC and Cassandra

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Explore building high-performance IoT services using GRPC and Cassandra. Learn architecture, optimization techniques, and practical implementation for scalable, efficient microservices.
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32 Lesons
1 hour
On-Demand
Free-Video
DevOpsDays Tel Aviv

Database Operations from the Disk's Perspective

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Dive into advanced database performance optimization through real-time IO visualization, NVMe SSD operations, and monitoring metrics for maximizing throughput in data-intensive applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
EuroPython Conference

Python on the Rocks - Crafting a Smooth Blend with RocksDB

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Explore RocksDB's internal workings and efficient data storage principles with Python. Harness its potential to elevate your applications' performance and capabilities.
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1 Lesons
28 minutes
On-Demand
Free-Video
SQLBits

Relational or Non-Relational? Choosing the Best Database for the Task

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Explore strengths and weaknesses of relational and non-relational databases. Learn best use cases and real-world examples to make informed decisions for your data storage needs.
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1 Lesons
19 minutes
On-Demand
Free-Video
SQLBits

Relational or Non-Relational? Choosing the Best Database for the Task

0 rewiews
Explore strengths and weaknesses of relational and non-relational databases, with real-world examples to guide your choice for specific data storage needs.
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1 Lesons
19 minutes
On-Demand
Free-Video
CMU Database Group

Neon: Serverless PostgreSQL - Separation of Storage and Compute

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Explore Neon's serverless PostgreSQL architecture, focusing on storage-compute separation, write-ahead logging, and innovative storage engine design for enhanced database management.
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19 Lesons
59 minutes
On-Demand
Free-Video
CMU Database Group

Architecture Insight of OceanBase: A Distributed SQL Database - CMU Database Seminar

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Explore OceanBase's distributed SQL database architecture, covering design goals, replication, transactions, HTAP challenges, and performance benchmarks. Gain insights into its implementation for mission-critical systems.
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29 Lesons
59 minutes
On-Demand
Free-Video
CMU Database Group

Advanced Database Systems - Course Overview and Logistics

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Explore advanced database systems concepts with CMU's comprehensive overview, covering course logistics and key topics in modern database management.
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1 Lesons
33 minutes
On-Demand
Free-Video
SQLBits

Keeping Historical Data in Tables Forever - Mission (Im)possible

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Explore solutions for storing and managing historical data in databases, addressing complex requirements for data retention, editing, and querying while optimizing performance.
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1 Lesons
50 minutes
On-Demand
Free-Video
Caleb Curry

Scale an App to Millions of Users - System Design

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Learn to scale applications to millions of users through system design concepts like vertical/horizontal scaling, load balancing, caching, CDNs, and database optimization.
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18 Lesons
46 minutes
On-Demand
Free-Video
Google Cloud Tech

Building Next-Generation Databases at Google: Cloud Spanner Under the Hood

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Explore Google Cloud's architecture, solving infinite scale challenges and leveraging distributed infrastructure for high-performance databases.
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1 Lesons
32 minutes
On-Demand
Free-Video
CMU Database Group

Distributed Database Architectures - Lecture 22

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Explore distributed database architectures, from fundamental concepts to real-world implementations, featuring insights from DataStax's Jonathan Ellis on modern distributed systems.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
CMU Database Group

Rebuilding GlareDB from the Ground Up

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Dive into the comprehensive rebuilding process of GlareDB, exploring architectural decisions, technical challenges, and innovative solutions in database system development.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
CMU Database Group

Multi-Version Concurrency Control - Lecture 19

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Dive into multi-version concurrency control principles and implementations in database systems, exploring transaction management, version storage, and conflict resolution techniques.
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1 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Big Data Demystified

Advanced Data Modeling in NoSQL Databases

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Master advanced NoSQL data modeling concepts, from distributed architecture to handling large partitions, while learning to diagnose and avoid common pitfalls in database design and implementation.
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1 Lesons
58 minutes
On-Demand
Free-Video