The type of customers that would most benefit from this Database solution are: TiDB focuses on scalability, database clustering, and its ability to automatically scale horizontally (across nodes/instances/ product, but is meant to serve a specific market. It is important to note that merely based on its scalability and its ability to process at speed TiDB is not particularly novel, other options in the market TiDB is trying to be is speed, and the lack of delay in queries. TiDB’s ability to incorporate horizontal scaling, with vertical scaling is market defining. Competitors: TiDB feature similar optimizations

systems and inconsistent formats create silos, limiting accessibility and reducing effectiveness. Scalability & Real-Time Processing – Handling large-scale data efficiently is crucial for real-time analytics unify access across divers data types, reducing complexity in querying distributed datasets. Horizontal scalability across hybrid environments, supporting cloud, on- prem, and edge deployments. Always-on architecture Data Layer to process, analyze, and act on high-velocity data at scale. Designed for speed, scalability, and flexibility, CrateDB seamlessly integrates real-time analytics, full-text and vector search

volume space mapping • high performance framework • Use bthread (M bthread map N pthread) for scalability and performance on Multi-thread CPU • Lock free queue design • Memory zero copy design • (Cluster and Pool CRDs) in Kubernetes (in Plan) • Support Operator capability level 5 (in Plan) • horizontal / vertical scaling, auto config tuning, abnormal detection and schedule tuningStorage Engine

Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high avail- ability. The goal of TiDB is to provide users with a environment. The following video introduces key features of TiDB. 2.1.1 Key features • Easy horizontal scaling The TiDB architecture design separates computing from storage, letting you scale out or distributed database 40 TiDB is a distributed database designed for the cloud, providing flexible scalability, reliability, and security on the cloud platform. Users can elastically scale TiDB to meet the

Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high avail- ability. The goal of TiDB is to provide users with a environment. The following video introduces key features of TiDB. 2.1.1 Key features • Easy horizontal scaling The TiDB architecture design separates computing from storage, letting you scale out or distributed database 35 TiDB is a distributed database designed for the cloud, providing flexible scalability, reliability, and security on the cloud platform. Users can elastically scale TiDB to meet the

Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high avail- ability. The goal of TiDB is to provide users with a large-scale data. The following video introduces key features of TiDB. 2.1.1 Key features • Easy horizontal scaling The TiDB architecture design separates computing from storage, letting you scale out or distributed database TiDB is a distributed database designed for the cloud, providing flexible scalability, reliability, and security on the cloud platform. Users can elastically scale TiDB to meet the

Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high avail- ability. The goal of TiDB is to provide users with a environment. The following video introduces key features of TiDB. 2.1.1 Key features • Easy horizontal scaling The TiDB architecture design separates computing from storage, letting you scale out or distributed database 35 TiDB is a distributed database designed for the cloud, providing flexible scalability, reliability, and security on the cloud platform. Users can elastically scale TiDB to meet the

Transactional and Analytical Processing (HTAP) workloads. It is MySQL compatible and features horizontal scalability, strong consistency, and high avail- ability. The goal of TiDB is to provide users with a large-scale data. The following video introduces key features of TiDB. 2.1.1 Key features • Easy horizontal scaling The TiDB architecture design separates computing from storage, letting you scale out or distributed database TiDB is a distributed database designed for the cloud, providing flexible scalability, reliability, and security on the cloud platform. Users can elastically scale TiDB to meet the

format ● An HTAP database needs to store huge amount of data ● Scalability is very important ● TiDB relies on multi-raft for scalability ○ One command to add / remove node ○ Scaling is fully automatic automatic ○ Smooth and painless data rebalance ● TiFlash adopts the same design Scalability ● Perfect Resource Isolation ● Data rebalance based on the “label” mechanism ○ Dedicated nodes for TiFlash /

About memory_order_relaxed? ● Just a load, just a store: Full control, excellent efficiency and scalability! ○ Assuming aligned machine-sized atomic objects, that is…What is Not to Like About memory_order_relaxed memory_order_relaxed? ● Just a load, just a store: Full control, excellent efficiency and scalability! ○ Assuming aligned machine-sized atomic objects, that is… ● Small problems: Out of thin air (OOTA) & read About memory_order_relaxed? ● Just a load, just a store: Full control, excellent efficiency and scalability! ○ Assuming aligned machine-sized atomic objects, that is… ● Small problems: Out of thin air