Question: Hash Function Design: For the hashing function Division Method, Multiplication Method, and Jenkins Hashing. Explain its mathematical formulation and properties, including uniformity, efficiency, and collision
Hash Function Design:
For the hashing function Division Method, Multiplication Method,
and Jenkins Hashing.
Explain its mathematical formulation and properties, including
uniformity, efficiency, and collision resistance.
Discuss the advantages and disadvantages of each hash function
in terms of performance and security.
Collision Resolution Methods:
Describe three collision resolution methods used to handle
collisions in hashing: Chaining, Open Addressing Linear
Probing and Double Hashing.
For each collision resolution method, explain its operation,
advantages, and limitations
Compare and contrast the performance of these collision
resolution methods in terms of memory overhead, average case,
and worstcase time complexity.
Hash Table Implementation:
Implement a hash table data structure in a programming
language of your choice Python
Choose one of the hash functions and collision resolution
methods studied in Tasks and respectively, and integrate
them into your hash table implementation.
Test your hash table implementation with a set of sample data to
ensure correct functionality and evaluate its performance.
Practical Applications of Hashing:
Research and identify three practical applications of hashing in
computer science and software engineering.
For each application, describe how hashing is used to solve a
specific problem or optimize a particular operation.
Provide realworld examples or case studies illustrating the
effectiveness of hashing in these applications.
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