Definition Least Connection Load Balancing is a dynamic load-balancing algorithm that distributes incoming network traffic to the server with the fewest active connections. Unlike round-robin load balancing, which assigns requests
Definition Live Migration is moving a running virtual machine (VM), container, or application from one physical host to another without causing downtime or disruption to the end user. This is
Definition Log Rotation manages log files by renaming, compressing, archiving, and deleting them once they reach a certain size or age. It helps prevent logs from consuming excessive disk space,
Machine Learning (ML) is a branch of artificial intelligence (AI) that enables computers and machines to learn from data, recognize patterns, and make decisions with minimal human intervention. Unlike programming,
Definition A Managed Kubernetes Service is a cloud-based offering where a third-party provider manages the deployment, scaling, maintenance, and operations of Kubernetes clusters. Instead of manually setting up and maintaining
Model training is the process where a machine learning (ML) algorithm learns from data. It involves feeding input data into the algorithm and adjusting the model’s internal parameters until it
Multi-modal AI is a type of artificial intelligence that can process and combine different kinds of data, such as text, images, audio, and video. It allows machines to analyze and
Definition Multi-tenancy is a software architecture in which a single instance of an application, database, or infrastructure serves multiple tenants (users or organizations) while maintaining isolation between them. This approach
What is a Multi-Turn Conversation? A multi-turn conversation refers to an extended dialogue between a human and a system, such as a chatbot or virtual assistant, where multiple exchanges occur
Definition Mutable Infrastructure refers to an infrastructure where components—servers, networks, and applications—can be modified, updated, or reconfigured after deployment. Unlike immutable infrastructure, where resources are replaced rather than changed, mutable
What is Named Entity Recognition? Named Entity Recognition (NER) is a subfield of Natural Language Processing (NLP) that focuses on identifying and categorizing specific entities in a given text. These
Natural language generation (NLG) is a subfield of artificial intelligence (AI) and natural language processing (NLP) that focuses on the automatic creation of human language from structured data. It allows
Natural language processing (NLP) is a branch of artificial intelligence (AI) that focuses on enabling computers to understand, interpret, and generate human language meaningfully and usefully. NLP allows computers to
Natural language understanding (NLU) is a subfield of natural language processing (NLP) that focuses on enabling machines to understand the meaning, intent, and context behind human language. NLU allows machines
Definition A Network Load Balancer (NLB) is a high-performance load-balancing solution operating at the OSI model’s Layer 4 (Transport Layer). It is designed to efficiently distribute network traffic across multiple
A neural network is a computational artificial intelligence (AI) model that simulates how the human brain processes information. It consists of layers of interconnected nodes, or “neurons,” which work together
Definition Node Affinity in Kubernetes is a scheduling mechanism that assigns pods to specific nodes based on predefined rules. It enhances control over pod placement by specifying conditions for where
Definition Non-functional requirements (NFRs) define a software system’s quality attributes, constraints, and operational characteristics. Unlike functional requirements, which specify what the system does, NFRs specify how well it performs, ensuring
Definition An Observability Stack is a set of tools and frameworks for monitoring, analyzing, and gaining insights into modern applications and infrastructure performance, reliability, and health. Observability is a key
What Is Open-Source AI? Open-source AI refers to artificial intelligence systems, frameworks, and tools with publicly available code. Unlike proprietary AI, where the underlying algorithms and models are closed to
