Latency Numbers
Latency Comparison Numbers (~2012)
Sourced from Latency Numbers Every Programmer Should Know | GitHub
Item | ns | us | ms | more |
L1 cache reference | 0.5 | |||
Branch mispredict | 5 | |||
L2 cache reference | 7 | 14x L1 cache | ||
Mutex lock/unlock | 25 | |||
Main memory reference | 100 | 20x L2 cache, 200x L1 cache | ||
Compress 1K bytes with Zippy | 3,000 | 3 | ||
Send 1K bytes over 1 Gbps network | 10,000 | 10 | ||
Read 4K randomly from SSD* | 150,000 | 150 | ~1GB/sec SSD | |
Read 1 MB sequentially from memory | 250,000 | 250 | ||
Round trip within same datacenter | 500,000 | 500 | ||
Read 1 MB sequentially from SSD* | 1,000,000 | 1,000 | 1 | ~1GB/sec SSD, 4X memory |
Disk seek | 10,000,000 | 10,000 | 10 | 20x datacenter roundtrip |
Read 1 MB sequentially from disk | 20,000,000 | 20,000 | 20 | 80x memory, 20X SSD |
Send packet CA->Netherlands->CA | 150,000,000 | 150,000 | 150 |
note that,
1 ns = 10^-9 seconds
1 us = 10^-6 seconds = 1,000 ns
1 ms = 10^-3 seconds = 1,000 us = 1,000,000 ns
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Credit
By Jeff Dean: http://research.google.com/people/jeff/ Originally by Peter Norvig: http://norvig.com/21-days.html#answers
Contributions
'Humanized' comparison: https://gist.github.com/hellerbarde/2843375 Visual comparison chart: http://i.imgur.com/k0t1e.png
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