[Solved] You are processing a continuous stream of integers and need to dynamically maintain a collection of non-overlapping... Which data structure is most suitable for efficiently supporting this task? | Intervals

Intervals - Data Stream as Disjoint Intervals

You are processing a continuous stream of integers and need to dynamically maintain a collection of non-overlapping intervals that cover all inserted values. Which data structure is most suitable for efficiently supporting this task?

AStack with last-in-first-out order

BSimple array with linear search

CBalanced binary search tree (e.g., AVL or Red-Black Tree)

DQueue with first-in-first-out order

Step-by-Step Solution

Solution:

Step 1: Identify the need for ordered intervals
Intervals must be kept sorted and merged efficiently.
Step 2: Choose data structure
Balanced BST allows O(log n) insertion, search, and merging.
Final Answer:
Option C -> Option C
Quick Check:
Balanced BST supports dynamic ordered intervals efficiently [OK]

Quick Trick: Balanced BSTs maintain sorted intervals efficiently [OK]

Common Mistakes:

MISTAKES

Choosing arrays leads to inefficient insertions and merges
Stacks and queues do not maintain sorted order needed

Trap Explanation:

PITFALL

Arrays or linear structures seem simpler but are inefficient for dynamic merges.

Interviewer Note:

CONTEXT

Tests understanding of appropriate data structures for interval maintenance.

Master "Data Stream as Disjoint Intervals" in Intervals

3 interactive learning modes - each teaches the same concept differently

Try It Solution Trace

More Intervals Quizzes

Which data structure is most suitable for efficiently supporting this task?

Step 1: Identify the need for ordered intervals

Step 2: Choose data structure

Final Answer:

Quick Check:

Want More Practice?