I/O-efficient algorithms
Completed by Aditya Prakash
March 1, 2020
9 hours (approximately)
Aditya Prakash's account is verified. Coursera certifies their successful completion of I/O-efficient algorithms
What you will learn
Understand the fundamentals of I/O-efficient algorithms and the external memory model.
Learn how to design cache-aware and cache-oblivious algorithms for large-scale data processing.
Analyze algorithm performance based on I/O operations and memory hierarchy efficiency.
Implement efficient techniques for sorting, searching, and data structures such as B-trees and buffer trees.
Skills you will gain
- Category: File I/O
- Category: Algorithms
- Category: Data Structures
- Category: Memory Management
- Category: Theoretical Computer Science
- Category: Performance Tuning
- Category: Graph Theory
- Category: Data Access
