Artificial Intelligence (AI) is a branch of computer science that focuses on creating machines or software capable of performing tasks that require human intelligence, like learning, problem-solving, decision-making, perception, and
Auto-scaling refers to automatically adjusting the number of computing resources assigned to a particular application or service based on its current demand. This technology is often used in cloud computing
Chargeback in cloud computing is the practice of attributing the costs of cloud resources to the specific business units, departments, or projects that utilize those resources. This method helps promote
Cloud cost management, also known as cloud cost optimization, involves organizing and controlling the costs and operations of cloud technology within an organization. This includes identifying and implementing cost-effective strategies
Container cost optimization refers to the practices and strategies employed to manage and reduce the costs of running containerized applications in cloud environments. This process involves maximizing resource utilization efficiency
Cost allocation tags are key-value pairs attached to AWS resources that allow organizations to categorize and track their AWS costs with high granularity. These tags enable organizations to assign costs
Cost anomaly detection utilizes machine learning to identify and alert to unusual spending patterns within an organization’s AWS services. This tool is essential for monitoring and managing cloud costs by
Data transfer costs in cloud computing refer to the fees associated with moving data within and between cloud services, across different regions, or from the cloud to on-premises environments. These
Deep learning is a subset of machine learning that uses algorithms modeled after the human brain’s neural networks. It enables computers to analyze and learn from large amounts of data,
Diffusion models are generative machine learning models that create data, such as images, text, or audio, by reversing a noise process. They learn to generate high-quality outputs by gradually denoising
Dynamic provisioning in cloud computing and data centers refers to the automated process of allocating and managing storage resources on demand. This technology eliminates the need for administrators to manually
Egress charges refer to the fees incurred when data is transferred from a cloud provider’s network to another location, such as another cloud service, an on-premises data center, or the
Elasticity in cloud computing refers to the ability of a cloud environment to dynamically allocate and de-allocate resources as needed to handle fluctuating workloads efficiently. This capability allows systems to
Few-shot learning is a type of machine learning where a model learns to make accurate predictions using only a small number of labeled examples. Unlike traditional machine learning, which requires
Fine-tuning is a machine learning process in which a pre-trained model is further trained on a smaller, task-specific dataset to adapt for a particular use case. It builds upon the
A generative adversarial network (GAN) is a deep learning model comprising two competing neural networks: a generator and a discriminator. GANs were first introduced by Ian Goodfellow in 2014 and
Generative AI (also known as GenAI) is an artificial intelligence capable of creating new content such as images, videos, music, text, and other media based on the learned data. Unlike
Horizontal Pod Autoscaler (HPA) is a Kubernetes feature that automatically adjusts the number of running pods in a workload, such as a Deployment or StatefulSet, based on resource utilization. This
Horizontal scaling in cloud computing means increasing or decreasing computational capacity by adding or removing multiple servers or nodes to handle changing workloads. This approach ensures improved performance and fault
Definition A Host-Based Intrusion Detection System (HIDS) is cybersecurity technology installed on individual host devices such as servers, workstations, and mobile devices. It monitors the system for suspicious activities and
