A web proxy serves as an intermediary between a user’s device (such as a computer or smartphone) and the internet. It intercepts requests from the user’s web browser and forwards them to the destination web server on behalf of the user. The proxy then receives the response from the web server and sends it back … Read more
Peer-to-peer (P2P) networking over the Internet involves direct communication between individual computers (peers) without the need for a centralized server. Peers in a P2P network act both as clients and servers, sharing resources such as files or bandwidth directly with each other. When a peer wants to share a file, for example, it advertises its … Read more
Cloud Management Platform (CMP) refers to software or tools designed to facilitate the management and administration of cloud computing resources and services across multiple cloud environments. CMPs typically provide centralized control and visibility into various aspects of cloud infrastructure, including provisioning, monitoring, orchestration, and optimization of resources. They enable organizations to manage their cloud deployments … Read more
A hybrid cloud in AWS refers to a computing environment that combines AWS public cloud services with on-premises infrastructure or private cloud resources. This setup allows organizations to extend their existing infrastructure to the cloud, creating a seamless integration between the two environments. With AWS hybrid cloud solutions, businesses can leverage AWS services for scalable … Read more
Google’s Content Delivery Network (CDN) is a globally distributed network of servers designed to deliver web content to users with high availability and high performance. Google CDN caches content at strategically located edge nodes around the world, ensuring that users can access data from a server that is geographically close to them. This reduces latency, … Read more
A reverse proxy is used to route client requests to the appropriate backend servers and distribute the load among multiple servers. It sits between clients and servers, intercepting requests from clients and forwarding them to one or more servers based on factors such as load balancing, caching, or security policies. Reverse proxies can also provide … Read more
Envoy proxy works as a modern, high-performance proxy server designed for cloud-native applications. It acts as an intermediary between clients and backend services, handling tasks like routing, load balancing, and observability in distributed systems. Envoy operates on a modular architecture with a small footprint, making it suitable for microservices-based architectures where scalability, resilience, and observability … Read more
The principle of a cloud orchestrator revolves around automating and coordinating the deployment, configuration, and management of cloud infrastructure and services. It serves as a central control mechanism that abstracts complexities and optimizes resource utilization across distributed computing environments. By leveraging APIs and automation scripts, a cloud orchestrator (like Kubernetes, Terraform, or cloud-specific tools) ensures … Read more
Service-Oriented Architecture (SOA) plays a significant role in cloud computing by providing a flexible and scalable framework for designing and integrating distributed applications and services. In cloud computing, SOA enables the creation of modular, reusable services that can be accessed and orchestrated across diverse cloud platforms and environments. This approach promotes interoperability, agility, and efficiency … Read more
The three types of neural networks are feedforward neural networks (FNNs), recurrent neural networks (RNNs), and convolutional neural networks (CNNs). Feedforward neural networks are the simplest type, where connections between nodes do not form cycles. Recurrent neural networks are designed to handle sequential data by maintaining hidden states that capture information from previous inputs. Convolutional … Read more