binary indexed tree
binary indexed tree is one of the most repeated interview dimensions. Start with edge-safe fundamentals, then move into pattern-level trade-offs.
Interview Signal
Frequently tests problem modeling, edge handling, and verbal clarity.
Common Pitfall
Template-only answers break under follow-up questioning.
Practice Strategy
Practice in 3-5 problem rounds and always review complexity alternatives.
Recommended Progression
Foundation
Pattern Bridge
High-Pressure Round
The Skyline Problem
The Skyline Problem requires calculating a city's silhouette using array manipulation and divide-and-conquer techniques …
Range Sum Query - Mutable
Implement a mutable range sum query using efficient design patterns to handle multiple updates and range sum queries.
Count of Smaller Numbers After Self
Solve the Count of Smaller Numbers After Self problem using binary search and optimized algorithms.
Count of Range Sum
Count the number of subarray sums within a given inclusive range using optimized divide-and-conquer techniques efficient…
Queue Reconstruction by Height
Reconstruct a queue based on the given heights and the number of taller people in front, using sorting and binary indexe…
Reverse Pairs
Count the number of reverse pairs in a given integer array using efficient algorithms like binary search and merge sort.
Number of Longest Increasing Subsequence
This problem challenges you to find the number of longest increasing subsequences in a given array of integers.
Online Majority Element In Subarray
Efficiently find the majority element in any subarray using a data structure optimized for multiple range queries.
Count Number of Teams
Count the number of valid three-soldier teams using ratings with a state transition dynamic programming approach efficie…
Queries on a Permutation With Key
This problem involves processing queries on a permutation using an array and binary indexed tree for efficient results.
Minimum Possible Integer After at Most K Adjacent Swaps On Digits
Reorder digits using at most k adjacent swaps to produce the smallest possible integer, leveraging greedy selection effi…
Create Sorted Array through Instructions
The problem asks to compute the cost of inserting elements into a sorted array using a series of instructions.
Find the Longest Valid Obstacle Course at Each Position
Compute the longest valid obstacle course at each position using binary search and careful array tracking techniques eff…
Count Good Triplets in an Array
Count Good Triplets in an Array requires tracking index orders across two permutations efficiently using binary search.
Minimum Number of Moves to Make Palindrome
The problem challenges you to find the minimum number of adjacent swaps to make a string a palindrome.
Count Number of Rectangles Containing Each Point
Given a set of rectangles and points, determine how many rectangles contain each point.
Booking Concert Tickets in Groups
Design a ticketing system to allocate concert seats in specific groupings while efficiently handling seat reservations.
Longest Increasing Subsequence II
Determine the longest increasing subsequence in an array where consecutive elements differ by at most k using dynamic pr…
Longest Uploaded Prefix
Calculate the longest continuous uploaded prefix in a video stream efficiently using a mix of binary search and data str…
Number of Pairs Satisfying Inequality
Count pairs in two arrays satisfying a given inequality condition using binary search over the valid answer space.
Count Increasing Quadruplets
Given a permutation of numbers, count the number of increasing quadruplets using dynamic programming.
Make Array Empty
Solve the "Make Array Empty" problem using binary search to determine the minimum number of operations required.
Maximum Sum Queries
Find the maximum sum of paired elements from two arrays under query constraints using efficient binary search techniques…
Subarrays Distinct Element Sum of Squares II
Compute the sum of squares of distinct elements in all subarrays using state transition dynamic programming efficiently.
Maximum Balanced Subsequence Sum
Learn to find the maximum sum of a balanced subsequence using dynamic programming and careful state transitions efficien…
Find Building Where Alice and Bob Can Meet
Determine the leftmost building where Alice and Bob can meet using a binary search over valid move sequences.
Distribute Elements Into Two Arrays II
Distribute elements into two arrays based on conditions, utilizing a Binary Indexed Tree for efficient counting and simu…
Block Placement Queries
Determine if blocks can be placed on an infinite number line using queries, leveraging binary search over the valid answ…
Peaks in Array
Determine peaks in a dynamic integer array using efficient Binary Indexed Tree updates and range queries for fast result…
Alternating Groups III
Solve Alternating Groups III using array manipulation and a binary indexed tree to track maximal alternating sequences e…
Maximum Area Rectangle With Point Constraints I
Find the maximum area of a rectangle formed by given points on a plane with unique coordinates.
Maximum Area Rectangle With Point Constraints II
Find the largest rectangle on a plane using given points while avoiding any interior points and optimizing with math and…
Shortest Path in a Weighted Tree
Solve the Shortest Path in a Weighted Tree using binary-tree traversal and efficient state tracking for queries.