Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

No Format
partition(index i, key key_j, int N) { // N is num reducers
 // find the data per reducer
 int dataPerRed = mC2 / N; // assuming m is known
 int prev_sum = 0;
 // calculate the total combinations contributed by previous indexes
 for (k=1; k < i; k++) {
  prev_sum += m - k + 1; // this adds the number of combinations contributed by kth index
 }
 prev_sum += j - i + 1 // self contribution
 return prev_sum % dataPerRed
}

Calculate |a|·|b|cos(q)

...

on Map/Reduce

...

Collect the similarity result of the two users

...