Madison World Interview Questions and Answers

Algorithms for manipulating arrays and strings in coding

• Use sorting algorithms like quicksort and mergesort for arrays

• Use string manipulation functions like substring and replace for strings

• Use dynamic programming for optimizing solutions to array and string problems

Designing a large scale Ad Server

• Use distributed systems for scalability

• Implement caching for faster ad delivery

• Ensure high availability and fault tolerance

• Use real-time bidding for efficient ad placement

• Implement fraud detection mechanisms

• Ensure compliance with privacy regulations

Maximum sub sequence sum in an array

• Use Kadane's algorithm

• Initialize max_so_far and max_ending_here to 0

• Iterate through the array and update max_ending_here and max_so_far

• Return max_so_far

Endianness refers to the byte order of a system. It determines how multi-byte data types are stored in memory.

• Little-endian systems store the least significant byte first, while big-endian systems store the most significant byte first.

• Endianness can affect the way data is transmitted between systems.

• To determine the endianness of a system, you can use the byte order mark (BOM) or write a test program that checks the by...read more

Sort an array of 0's and 1's only.

• Use two pointers, one at the beginning and one at the end of the array.

• Swap 0's from the beginning with 1's from the end until the pointers meet.

• Alternatively, use a counting sort algorithm to count the number of 0's and 1's and then reconstruct the array.

Heaps are data structures used to efficiently find the maximum or minimum element in a collection.

• Max heap: parent nodes are always greater than or equal to child nodes

• Min heap: parent nodes are always smaller than or equal to child nodes

• Heaps are commonly used in priority queues and sorting algorithms

• Heap operations include insert, delete, and extract max/min

• Example: An array [3, 8, 2, 5, 1, 4, 6] can be represented a

Find 3 numbers in an array where a+b=c.

• Loop through the array and check for all possible combinations of a and b.

• Use a hash table to store the values of a and b, and check if c is present in the hash table.

• Sort the array and use two pointers to find a and b, and then check if their sum equals c.