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Database / Azure Cosmos DB interview questions

What is Azure Cosmos DB and what problems does it solve?

Azure Cosmos DB is Microsoft's globally distributed, multi-model NoSQL database service built for modern cloud-native applications. It is designed to solve two of the hardest problems in distributed systems: global low-latency reads and writes and horizontal scalability without any schema or infrastructure management burden.

At its core, Cosmos DB stores data as items (JSON documents, key-value pairs, graph nodes, or column-family rows depending on which API you use), organizes them into containers (analogous to collections or tables), and groups containers into databases. All storage is SSD-backed, replicated across multiple fault domains within a region, and optionally replicated across every Azure region worldwide with a single toggle.

The problems it specifically addresses: traditional relational databases require you to choose a single region and manually set up complex read replicas for global reach. With Cosmos DB you declare which regions you want, and replication is automatic. You also no longer need to guess capacity upfront — throughput scales elastically via Request Units (RU/s), and the Serverless tier removes the need to pre-provision capacity entirely for sporadic workloads. Schema enforcement is deliberately absent, so schema evolution is friction-free compared to SQL ALTER TABLE migrations.

It is the right choice when you need single-digit millisecond latency at the 99th percentile, when your data spans multiple regions, or when your workload is too variable to size a fixed database cluster.

What is the fundamental unit of throughput in Azure Cosmos DB?
What Cosmos DB pricing tier eliminates the need to pre-provision throughput for sporadic workloads?

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More Related questions...

What is Azure Cosmos DB and what problems does it solve? What are the different APIs available in Azure Cosmos DB? What is a partition key in Azure Cosmos DB and why is choosing it correctly so important? What are Request Units (RU/s) in Azure Cosmos DB? What are the five consistency levels in Azure Cosmos DB? How does global distribution work in Azure Cosmos DB? What is the Cosmos DB Change Feed and what are its main use cases? What is provisioned throughput vs autoscale vs serverless in Cosmos DB? How does indexing work in Azure Cosmos DB? What is Time to Live (TTL) in Cosmos DB and how do you configure it? What is a stored procedure in Cosmos DB and what are its limitations? What is the difference between a point read and a query in Cosmos DB? What is the Cosmos DB NoSQL query language and how does it differ from standard SQL? What is the Cosmos DB transactional batch API? What is Cosmos DB Integrated Cache and how does it reduce RU consumption? How does optimistic concurrency work in Azure Cosmos DB? What is hierarchical partition keys in Cosmos DB and when do you use it? What is the Cosmos DB Bulk Executor and how do you use bulk operations in the SDK? What are Cosmos DB triggers and user-defined functions (UDFs)? How does Cosmos DB handle conflicts in multi-region write (multi-master) setups? What is the Cosmos DB Emulator and how is it used in development? What is Cosmos DB for MongoDB API and what version compatibility does it provide? What is the Cosmos DB analytical store and Azure Synapse Link? What are Cosmos DB materialized views and how do they differ from containers? How does Cosmos DB pricing work and what are the key cost drivers? What is the Cosmos DB Gremlin API and what is it optimized for? How does Cosmos DB backup and restore work? What is the Cosmos DB Patch API and how does it differ from Replace? What is the Cosmos DB Cassandra API and how does CQL map to Cosmos DB concepts? How do you model one-to-many relationships in Cosmos DB? What is the Cosmos DB free tier and what does it include? What is the Cosmos DB SDK and what are the key client configuration options? What is the Cosmos DB Table API and when would you migrate from Azure Table Storage to it? How does Cosmos DB handle security and access control?
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