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What is the distinction between spatial locality and temporal locality ?

S. No.Spatial LocalityTemporal Locality
1Refers to the tendency of accessing data that is stored close to other accessed data within a relatively short period.Refers to the tendency of accessing the same data repeatedly over a short period.
2It involves accessing data items that are physically close to each other in memory.It involves accessing the same data item multiple times in a short time span.
3Example: When accessing an array, nearby elements are accessed due to spatial locality.Example: When iterating through a loop, the same variables or data structures are accessed multiple times due to temporal locality.
4Improves cache performance as fetching nearby data into cache also brings in data that is likely to be accessed soon.Improves cache performance by keeping frequently accessed data in cache, reducing memory access time.
5Optimizations like prefetching and cache line size adjustments can exploit spatial locality.Optimizations like caching and buffering can exploit temporal locality.
6Often associated with sequential access patterns.Often associated with repetitive access patterns.
7Important in optimizing memory access patterns for performance improvement.Important in optimizing cache behavior and reducing memory latency.
8Involves accessing data in a manner that exploits data locality in memory.Involves accessing data in a manner that exploits the temporal proximity of accesses.
9Common in array traversal, matrix operations, and spatial algorithms.Common in loop structures, recursive functions, and iterative algorithms.

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