lecture-5-caches-wrap-up.-virtual-memory..md

Lecture 5: Caches, wrap up. Virtual Memory.

Lecture Summary

• Wrap up Cache
• Virtual Memory

Caches

Types of cache misses, ranged by the amount of delay caused:

• Cache read miss from instruction cache
• Cache read miss from data cache
• Cache write miss to data cache

Reasons for cache misses:

• Cold (compulsory) miss: Cache is empty
• Capacity miss: Not enough space
• Conflict miss: Enough space, a lot of conflicts (and thus replacements)

Common placement policies are:

• Fully associative (M-way associative, if M blocks in total)
• K-way associative: Each set fits K blocks
• Direct mapped (1-way associative)

Here are some comic illustrations for understanding cache basics, cache misses, and cache associativity. Source: CS Illustrated from Berkeley.

General Cache Organization:

• B: Number of bytes in a cache line (typically 64)
• E: Number of cache lines/blocks that combine to make up a set (typically 2^{0,1,2,3,4})
• S: Number of sets that make up the cache
• T: Total cache size
• B * E * S = T

Case study: Adding the entries in an N-dimensional matrix

Accessing data with locality gives a huge speedup:

int sum_array_rows(int** a){
    int i, j, sum = 0;
    
    // Option 1: Accessed with locality
    for (i = 0; i < M; i++)
        for(j = 0; j < N; j++)
            sum += a[i][j];
    
    // Option 2: Accessed w/o locality
    for (j = 0; j < N; j++)
        for (i = 0; i < M; i++)
            sum += a[i][j];

    return sum;
}