Selecting the Right Database for Your Scale Demands

Scaling distributed systems is challenging due to various factors such as the need for dynamic resource allocation and maintenance of service level agreements. Databases are particularly hard to scale because they involve multiple aspects, including CPU, RAM, storage, and SQL objects. The growth in data ingestion per unit time, concurrent queries, working set, and number of SQL objects require different scaling strategies. Most legacy databases only support a single-box model, which limits scalability and makes it difficult to handle unexpected growth without downtime. In contrast, scale-out relational databases like SingleStore can easily scale by adding new nodes to a cluster, allowing for online operations with no downtime.

No tracked trend matches for this post yet.

Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.