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Study guide
Oauth2
Study Notes Data Lineage: A visual representation that traces the data transformation through its lifecycle from source to final destination Splitting a database into many databases based on the business domain is called Federation. Like DB for user,account,address,product ,Used to scale easily
Splitting a single dataset across many servers is called Sharding. Used to scale out
Erasure coding splits a data object into chunks called data shards.And creates extra chunks called parity shards.While the original data object can be recreated from a subset of the shards.
Data integrity can be checked via checksum
Bracketing is the process of reversing the entire set of transformations on the data.It ensures that a data object can be recreated from individual shards.
Scaling the computing resources based on load is called Autoscaling. It reduced their costs and operational complexity.
Bloom filter: a memory-efficient probabilistic data structure to check whether an element is present in a set Trie: a tree data structure used for locating specific keys from within a set
Deployment should be done after durability review: Threat model, risk,mitigation,metrics, audit ,guardrails