Binary Tree Level-order Traversal Using Breadth-First Search

Level-order traversal of a binary tree visits nodes from left to right across each depth level before moving deeper. This process aligns with breadth-first search (BFS) in graph theory, applied specifically to tree structures. A queue is used as the supporting data structure because its first-in-first-out behavior naturally matches the need to ...

Posted on Tue, 04 Aug 2026 16:33:33 +0000 by rcmehta_14

Data Structures: Stack, Queue, and Deque

Stack Imagine organizing a closet by placing winter clothes first, then summer clothes on top. When summer arrives, you grab the summer clothes first from the top without disturbing the items below. A stack is a container that allows storing, accessing, and removing elements exclusively from one end called the top. This constraint means the ele ...

Posted on Mon, 27 Jul 2026 16:10:14 +0000 by sunnyk

Using Queue<T> in C# for FIFO Operations

The Queue<T> class in C# implements a first-in, first-out (FIFO) colletcion. Unlike lists, it does not support indexed access or methods like Add() and Remove(), as it doesn't implement IList or ICollection. Instead, it provides specialized operations for queue behavior. Key members of Queue<T> include: Enqueue(T item): Adds an ele ...

Posted on Tue, 21 Jul 2026 16:58:08 +0000 by JimStrosky

Stacks and Queues

Stacks follow the Last-In-First-Out (LIFO) principle (like a magazine of bullets). Insertions and deletions occur only at the top of the stack. A common application is the implementation of recursive calls. Queues follow the First-In-First-Out (FIFO) principle (like a line for a COVID test). Insertions occur at the rear and deletions occur at t ...

Posted on Thu, 02 Jul 2026 17:10:02 +0000 by knox203

Stack and Queue Applications: Reverse Polish Notation, Sliding Window Maximum, and Top K Frequent Elements

Problem Solving Framework Define input and output specifications Analyze time and space complexity Decompose complex problems: Break down into smaller, solvable subproblems (stack and queue operations, variations of stack/queue applications) – (Focus on patttern recognition) Select appropriate algorithms: Based on decomposed subproblems, choos ...

Posted on Mon, 22 Jun 2026 16:26:29 +0000 by mitcho

C++ STL Containers: Vector, Queue, Map, and Set Usage Patterns

Vector Cotnainer Operations Vector Implementation Example: #include<bits/stdc++.h> using namespace std; vector<string> locations; vector<string> identifiers[1000]; int searchLocation(string target){ for(int idx=0; idx<locations.size(); idx++){ if(locations[idx] == target) return idx; } retu ...

Posted on Wed, 17 Jun 2026 17:27:01 +0000 by AnthonyArde

Implementing High-Performance Queues with Disruptor

Disruptor is a high-performence inter-thread messaging library developed by LMAX. It's widely used in projects like Log4j2 and Storm for its exceptional throughput characteristics. Ring Buffer Architecture Disruptor employs a ring buffer structure with several performence advantages: Array-based storage: Uses fixed-size arrays instead of linke ...

Posted on Sat, 30 May 2026 19:12:15 +0000 by dustinnoe

Queue Implementation in C Using Linked Lists

Queue Implementation in C Using Linked Lists A queue is a fundamental data structure that follows the First-In-First-Out (FIFO) principle. This article presents a complete implementation of a queue using linked lists in C. Header File - Queue.h The header file contains function declarations and structure definitions for our queue implementat ...

Posted on Wed, 20 May 2026 05:05:19 +0000 by ziggs

Python Multiprocessing: fork(), Process Class, Pool, and Queue Communication

Process vs Program A program is code that has been written but not yet executed. When code is running, it becomes a process. A process contains not only the executable code but also the runtime environment and system resources. In operating systems, a process is the smallest unit of resource allocation. Creating Processes with fork() The os mod ...

Posted on Mon, 18 May 2026 19:32:41 +0000 by ReeceSayer

Implementing Queue and Stack Using Basic Data Structures

Stack and Queue Fundamentals A stack operates on a last-in-first-out (LIFO) principle, whereas a queue follows a first-in-first-out (FIFO) approach. Both stack and queue are fundamental data structures available in the Standard Template Library (STL). There are three widely recognized implementations of STL: HP STL: The initial implementation ...

Posted on Sat, 16 May 2026 23:45:36 +0000 by etsauer