5 个仓库
Awesome GitHub RepositoriesReplicated Data Convergence
Techniques for ensuring data converges without a central coordinator using associative and commutative merge functions.
Distinct from Data Replication: Distinct from Data Replication: focuses specifically on the mathematical properties of merge functions for convergence.
Explore 5 awesome GitHub repositories matching data & databases · Replicated Data Convergence. Refine with filters or upvote what's useful.
Awesome Replicated Data Convergence GitHub Repositories
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- aphyr/distsys-class
aphyr/distsys-class
9,717在 GitHub 上查看This project provides educational materials and courseware focused on the theoretical and practical foundations of distributed systems design. It serves as a comprehensive curriculum covering the disciplines of consensus, data consistency, reliability engineering, and scalability. The instructional content focuses on achieving cluster agreement through consensus algorithms and managing system-wide state via coordination frameworks. It includes a dedicated guide to data theory, exploring replication strategies, consistency models, and data convergence. The courseware covers a broad capability
Explains how to achieve data convergence using associative and commutative merge functions without central coordination.
- alibaba/otter
alibaba/otter
8,127在 GitHub 上查看Otter is a distributed database synchronization system and change data capture tool designed to replicate data between databases across multiple geographic regions. It functions as a synchronization orchestrator and ETL data pipeline that mirrors records and associated files in real time. The system employs incremental log parsing to capture database changes and utilizes a consistency-based convergence algorithm and loop-avoidance logic to manage bi-directional replication. It processes data through a pipeline of selection, extraction, transformation, and loading to handle joins and format co
Implements a consistency-based convergence algorithm to ensure final data agreement across disparate data centers.
Java - automerge/automerge
automerge/automerge
6,373在 GitHub 上查看Automerge 是一个分布式状态同步引擎和无冲突复制数据类型（CRDT）库。它使多个节点能够对共享数据集执行并发更新，同时保证所有副本最终收敛到相同的状态。 该项目提供了一个用 Rust 编写的高性能实现，用于管理状态合并和同步。它采用字节压缩的同步协议在对等节点之间传输最小的增量更新，从而促进对等网络和实时协作环境中的数据一致性。 该系统涵盖了分布式共享状态的广泛功能，包括因果图冲突解决、操作日志重放以及语言无关的数据编码。它包含验证过程，以确保文档和数据值在不同的操作系统和语言实现中得到一致的解释。
Uses mathematically defined conflict-free replicated data types to ensure all replicas eventually converge to the same state.
JavaScript - teivah/algodeck
teivah/algodeck
5,819在 GitHub 上查看Algodeck is an open-source collection of flash cards designed for reviewing algorithms, data structures, and system design concepts, specifically curated for technical interview preparation. The project organizes knowledge into atomic question-and-answer pairs and incorporates spaced repetition scheduling to optimize long-term memory retention. The flash card catalog covers a broad range of computer science topics, including classic sorting algorithms like quicksort and mergesort, data structure operations for arrays, trees, heaps, tries, and graphs, as well as bit manipulation techniques for
Explains CRDT-based convergence for conflict-free replicated data types.
HTML - vlcn-io/cr-sqlite
vlcn-io/cr-sqlite
3,640在 GitHub 上查看cr-sqlite is a multi-master database replication system that uses conflict-free replicated data types to ensure eventual consistency across distributed nodes. It provides the core capabilities for offline-first data synchronization, allowing multiple database instances to merge concurrent updates and reach a consistent state. The project distinguishes itself through a combination of CRDT-based data replication and a WASM-based database engine, enabling full SQL execution and state persistence within web browsers. It supports peer-to-peer replication and cross-tab synchronization, utilizing ca
Ensures all replicas eventually reach the same state regardless of the order in which updates are received.
Rustcrdtdatabasesqlite
