Bloom Filters š
Imagine ensuring web safety by identifying malicious links without storing massive data. Traditional methods involve keeping a huge list of bad links, consuming substantial storage and bandwidth. Enter Bloom Filters - a genius method allowing us to significantly reduce storage needs (up to 82% smaller) with a minimal error rate. š¾
For instance, instead of a 20MB list for 1,000,000 links, a Bloom Filter achieves this with just 3.59MB, accepting a tiny error chance (0.0001%). Even more impressive, with a 0.1% error tolerance, the size shrinks to 1.8MB. This technique was even utilized by Google Chrome until 2012.āļø
Bloom Filters offer a balance between efficiency and accuracy. For critical checks, it pairs with a database API for zero false positives. A practical, space-saving solution for modern web browsers!ā”ļø
[ Article ] : https://samwho.dev/bloom-filters
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#Algorithm #BloomFilters
@ProgrammingTip
Imagine ensuring web safety by identifying malicious links without storing massive data. Traditional methods involve keeping a huge list of bad links, consuming substantial storage and bandwidth. Enter Bloom Filters - a genius method allowing us to significantly reduce storage needs (up to 82% smaller) with a minimal error rate. š¾
For instance, instead of a 20MB list for 1,000,000 links, a Bloom Filter achieves this with just 3.59MB, accepting a tiny error chance (0.0001%). Even more impressive, with a 0.1% error tolerance, the size shrinks to 1.8MB. This technique was even utilized by Google Chrome until 2012.
Bloom Filters offer a balance between efficiency and accuracy. For critical checks, it pairs with a database API for zero false positives. A practical, space-saving solution for modern web browsers!
[ Article ] : https://samwho.dev/bloom-filters
ć°ļøć°ļøć°ļøć°ļøć°ļøć°ļø
#Algorithm #BloomFilters
@ProgrammingTip
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Algorithm Series šš
Name: Bubble Sort
Type: Comparison sort
Best For: Small datasets
Complexity: O(nĀ²) average and worst-case
How It Works: Repeatedly steps through the list, compares adjacent elements, and swaps them if they are in the wrong order. The pass through the list is repeated until the list is sorted.
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#Algorithm #BubbleSort
@ProgrammingTip
Name: Bubble Sort
Type: Comparison sort
Best For: Small datasets
Complexity: O(nĀ²) average and worst-case
How It Works: Repeatedly steps through the list, compares adjacent elements, and swaps them if they are in the wrong order. The pass through the list is repeated until the list is sorted.
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#Algorithm #BubbleSort
@ProgrammingTip
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