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Database / Azure Cosmos DB interview questions

How does global distribution work in Azure Cosmos DB?

Cosmos DB is built from the ground up for global distribution. Every account has a single write region by default (or multiple write regions with multi-master enabled), and you can add any number of read regions at any time. Cosmos DB automatically replicates all data to every configured region using a proprietary replication protocol that targets the configured consistency level.

Adding a region is a portal/CLI toggle, not a manual data migration. Cosmos DB handles all the replication behind the scenes. The 99th-percentile read and write latency is under 10 ms within a region, and under 10 ms for reads from any region (since reads go to the nearest read replica). Writes in single-write-region mode are synchronous to the primary region and asynchronous to read regions.

The replication model depends on consistency level. With Strong consistency, every write must be acknowledged across a quorum of replicas in all regions before returning — this means write latency scales with inter-region round-trip time. With Eventual or Session consistency, writes return after the local quorum acknowledges, and other regions catch up asynchronously.

Automatic failover can be configured so that if the primary write region goes down, Cosmos DB automatically promotes the next region in your priority list to become the new write region. You can test this with manual failover in the portal without data loss (because replicas are always in sync up to the consistency level you chose).

Conflict resolution applies when multi-region writes are enabled and two clients in different regions write to the same item concurrently. Cosmos DB resolves this with Last-Write-Wins (based on a server-side timestamp or custom _ts) or a custom conflict resolution procedure you define.

When adding a new read region to a Cosmos DB account, what does the developer need to do to replicate existing data?
Which conflict resolution strategy does Cosmos DB use by default for multi-region write conflicts?

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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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