Optimization TechniqueUsed ForTime Complexity ImprovementSpace Complexity ImprovementExplanationSpace Optimization (In-Place Computation)Modify array in-place (e.g., Remove Duplicates)No changeO(N) → O(1)Modifies input data without extra space to save memory. Used in in-place sorting,…
Below is a breakdown of essential optimization techniques used in arrays, graphs, dynamic programming, and advanced data structures. 🔹 1. Preprocessing Techniques 👉 Use extra space to reduce time complexity.…
AWS ECS (Elastic Container Service) Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that allows you to run, stop, and manage Docker containers on a cluster of…
Here’s a cheatsheet for Event-Driven Architecture (EDA), summarizing key concepts, patterns, and best practices used to design systems where components communicate by producing and consuming events. 1. Key Concepts in…
Here's a Messaging Patterns Cheatsheet, providing an overview of key messaging patterns commonly used in distributed systems and integrations: 1. Point-to-Point (P2P) Messaging Definition: One producer sends a message directly…
Here’s a concise cheatsheet for common Data Integration Patterns, designed to guide decisions around integrating data between systems or platforms: 1. Batch Processing Definition: Data is collected, processed, and moved…
AWS Kinesis AWS Kinesis is a fully managed service that makes it easy to collect, process, and analyze real-time streaming data at scale. It enables real-time analytics and facilitates applications like…
AWS API Gateway Amazon API Gateway is a fully managed service for creating, deploying, and managing APIs at any scale. It allows developers to create RESTful APIs, WebSocket APIs, and HTTP APIs…
AWS Glue AWS Glue is a fully managed extract, transform, and load (ETL) service that makes it easy to move data between data stores. It helps prepare and load data…
AWS Lambda Functions Here's a quick reference for AWS Lambda that covers key concepts, use cases, best practices, and troubleshooting tips. Basic Concepts What is AWS Lambda? AWS Lambda is…