
Begin exploring cpu caches and the memory hierarchy through bite-sized lectures, animations, and quizzes, covering temporal locality, spatial locality, content addressable memory, direct mapped caches, set associative caches, and eviction.
Explore the memory hierarchy from registers and caches to remote storage, showing how proximity to the cpu drives speed, cost, and non-volatile memory.
Explore how a cache between the CPU and RAM speeds data access by delivering cache hits and triggering misses, with a single cache and no RAM misses.
Learn how caches between the CPU and RAM speed up access by storing data and instructions most likely to be used, exploiting spatial and temporal locality.
Explore the logical model of a cache by visualizing cache lines with valid, tag, and data fields, and how misses load data and use least recently used replacement.
Explore a simple two-line cache in a 16-word memory, using direct addressing, illustrating hits, misses, eviction, and data flow from memory to registers.
Learn how a cache in the memory hierarchy affects average memory access time, using hit ratio and miss ratio to derive the formula C plus (1 minus hit) times M.
Calculate the average CPI for a single-cycle processor with a perfect instruction cache, 90% data-cache hits, 10% misses costing 20 extra cycles; compare with no data cache.
Explore spatial locality as caches exploit neighboring cache blocks, revealing how array access patterns, sequential instruction flow, and object attributes drive efficient memory behavior.
Explain cache blocks in the memory hierarchy, showing how spatial locality reduces misses by loading neighboring data, and how blocks carry multiple words per tag with block offsets.
Determine the cache address partition for a 32-bit word-addressable memory with 64-word blocks, allocating six bits for the block offset and twenty-six bits for the tag.
Explore how write-through caches handle stores, using an lru two-word block, tag and offset, with misses, loads, and writes propagating to main memory.
Explore write allocation in caches, contrasting write allocate and write no allocate policies, and explain how misses trigger memory access or direct writes, with emphasis on write back caches.
Learn how cache associativity shapes hits and misses, comparing fully associative caches, direct map caches, and set associated caches, including two-way set associativity and per-set search behavior.
Store only the tag portion of the memory address in direct mapped caches. Map set index and block offset to unique line and note they do not appear in the cache.
Explore how a direct-mapped cache operates with two lines, explaining block offsets, set indices, and tag fields, including misses, evictions, write back, and a hit example.
Demonstrates a two-set, two-line set-associative cache with a write-back policy, dirty bits, tag fields, and lru replacement, illustrating hits, misses, evictions, and memory writes.
Explore cache eviction algorithms such as LRU, first in, first out, and random eviction, and explain how the optimal policy compares with LRU via past usage and temporal locality.
Examine the cache hierarchy: l1 split into instruction and data caches, then l2 and l3 caches, with access flowing from l1 to l2 to l3 and finally RAM.
Ace cache organization questions in competitive exams, job interviews, and computer organization and architecture course exams. Genuinely understand the implementation and working of caches in modern computers.
In this course, we will begin with an introduction to the memory hierarchy in modern computers. We will see why the computers employ several different types of memories, such as CPU registers, caches, main memory, hard disk, etc. After the introduction, the rest of the course focuses on caches. We will see that cache is a small but extremely fast piece of memory that sits between the fast CPU and slower RAM (main memory). The course is divided into the following nine sections: Introduction, Temporal locality, Performance implications of caches, Spatial locality, Writes in caches, Content addressable memory, Direct mapped caches, Set associative caches, Cache eviction, and hierarchical caches. The sections have several bite-sized lectures, practice problems, detailed animation examples illustrating concepts, and quizzes. Detailed solutions to the practice problems are included in the video and on the last page of the worksheets. Keys and explanations for the quiz questions are also provided. Specifically, the course will answer the following questions in detail.
1. Why do our computers have so many different types of memories?
2. What is a cache?
3. Why is a cache needed?
4. What data should be kept in a cache?
5. What are temporal and spatial locality?
6. How do caches exploit temporal locality?
7. How do caches exploit spatial locality?
8. What is the classic LRU cache replacement policy?
9. What are cache blocks? Why use them?
10. What is associativity in caches?
11. What is a fully associative cache?
12. What is a direct mapped cache?
13. What is a set associative cache?
14. How to determine whether a particular memory address will hit or miss in the cache?
15. How the address breakdown works for accessing data stored in fully associative, direct mapped, and set-associative caches?
16. How to modify data in caches?
17. What is a write-through cache?
18. What is a write-back cache?
19. How dirty are bits used in a write-back cache?
20. Can other cache eviction algorithms besides LRU be used?
21. How are caches organized in a hierarchy in modern computers?
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