Algorithms for Big Data

CUNY Queens College

CourseCSCI 328

Hashing, Bloom filters and applications, Cuckoo filters, quotient filters, streaming algorithms, heavy hitters and count-min sketch, other sketching algorithms, external memory algorithms and I/O efficiency, dimensionality reduction, coresets, MAPReduce. Programming projects.

Credits

3 credits

Course Code

CSCI 328