Project Title
oceanbase — The Fastest Distributed Database for Transactional, Analytical, and AI Workloads
Overview
OceanBase is a high-performance, distributed relational database developed by Ant Group. It stands out for its ability to handle transactional, analytical, and AI workloads efficiently. OceanBase is built on a common server cluster, providing high availability, linear scalability, and support for vector database functionality, making it suitable for AI applications and large-scale retrieval scenarios.
Key Features
- Vector Search: Supports vector indexing and efficient queries for AI applications, recommendation systems, and semantic search.
- Transparent Scalability: Capable of managing 1,500 nodes, PB data, and a trillion rows of records in one cluster.
- Ultra-fast Performance: Achieved TPC-C 707 million tmpC and TPC-H 15.26 million QphH @30000GB.
- Cost Efficiency: Saves 70%–90% of storage costs.
- Real-time Analytics: Supports HTAP without additional cost.
Use Cases
- Financial Institutions: For managing large transactional data and real-time analytics.
- AI and Machine Learning: Efficient vector search capabilities for AI workloads.
- Large-Scale Retrieval: Semantic search and recommendation systems requiring high throughput and low-latency.
Advantages
- High Availability: Based on the Paxos protocol, ensuring system reliability.
- Linear Scalability: Supports expansion without performance degradation.
- Cost-Effective: Significantly reduces storage costs.
- Versatile: Handles a wide range of workloads from transactions to analytics.
Limitations / Considerations
- Hardware Dependency: Not dependent on specific hardware architectures, but performance may vary across different setups.
- Complexity: May require expertise to manage and optimize for large-scale deployments.
Similar / Related Projects
- CockroachDB: A cloud-native SQL database for building global, scalable cloud services, differing in its cloud-native approach.
- TiDB: An open-source, distributed HTAP database that handles large data volumes, with a focus on hybrid transactional/analytical processing.
- Cassandra: A distributed NoSQL database designed to handle large amounts of data across many commodity servers, known for its high availability.
Basic Information
- GitHub: https://github.com/oceanbase/oceanbase
- Stars: 9,581
- License: MulanPubL-2.0
- Last Commit: 2025-10-01
📊 Project Information
- Project Name: oceanbase
- GitHub URL: https://github.com/oceanbase/oceanbase
- Programming Language: C++
- ⭐ Stars: 9,581
- 🍴 Forks: 1,797
- 📅 Created: 2021-05-31
- 🔄 Last Updated: 2025-10-01
🏷️ Project Topics
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