AlgoDaily - Conflict-free Replicated Data Types

Conflict-free Replicated Data Types

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Conflict-free Replicated Data Types

Introduction to Conflict-free Replicated Data Types (CRDTs)

Deep Dive into CRDT Theory

Types of CRDTs

Implementing CRDTs

CRDTs in the Industry

CRDTs and Distributed Databases

Advanced CRDT Topics

Closing Thoughts on CRDTs

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Conflict-free Replicated Data Types

This course dives into CRDTs, otherwise known as Conflict-free Replicated Data Types - a structure allowing multiple machines in a network to replicate data. They are highly used in collaborative text editing, mobile computing, online gambling, and many other common use cases. This course will explore the theory, types, comparisons, implementations, and industry uses.

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1. LESSON

Introduction to Conflict-free Replicated Data Types (CRDTs)

Gain a solid understanding of what CRDTs are and why they are critical in modern-day software applications. Touch on the structure of CRDTs and how multiple machines in a network replicate data. Discuss their application in collaborative text editing, mobile computing, online gambling, and more....

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2. LESSON

Deep Dive into CRDT Theory

Fully understand the theoretical underpinnings of CRDTs. Explore the mathematics and principles that enable error-free data replication across multiple end-points. Learn about the trade-offs involved and how they relate to the CAP theorem....

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3. LESSON

Types of CRDTs

Analyze the various types of CRDTs, their unique properties, and their most suitable use cases. Compare State-based (CvRDTs) and Operation-based (CmRDTs) CRDTs. Understand when and why to use each type, based on the application's requirements and the network's reliability....

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4. LESSON

Implementing CRDTs

Get hands-on experience implementing various types of CRDTs. Discuss the known challenges and best practices. Illustrate examples of translating real-world requirements into CRDT design principles....

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5. LESSON

CRDTs in the Industry

Investigate how real-world businesses leverage the power of CRDTs. Analyze case studies from various industries, including collaborative software, mobile apps, and online gaming platforms. Understand how CRDTs fulfill these industries' unique needs and how they contribute to these businesses' success....

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6. LESSON

CRDTs and Distributed Databases

Understand how CRDTs power distributed databases, allowing them to offer high availability and eventual consistency. Consider real-world examples such as Riak and Firebase. Discuss the peculiarities, restrictions, and opportunities of designing and working with CRDT-powered databases....

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7. LESSON

Advanced CRDT Topics

Delve into complex topics like causality tracking and optimized conflict resolution in CRDTs. Understand the implications of these topics for application design and how to manage them for best performance....

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8. LESSON

Closing Thoughts on CRDTs

Reflect on the knowledge gained about CRDTs. Discuss future trends, potential research areas, and the role of CRDTs in the evolution of distributed computing....

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