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
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
The purpose of an API gateway is to act as a single entry point for client applications to access various backend services and APIs. It serves as a reverse proxy that routes client requests to appropriate backend services, handles protocol translation, performs authentication and authorization, monitors traffic, and enforces security policies. By centralizing these functionalities, … Read more
A neural network is a computational model inspired by the way biological neural networks in the human brain process information. Artificial Intelligence (AI) is a broader field that encompasses various techniques and methods to create systems capable of performing tasks that typically require human intelligence, such as reasoning, learning, and problem-solving. Neural networks are one … Read more
The advantage of SNMP (Simple Network Management Protocol) lies in its ability to provide a standardized framework for managing and monitoring network devices and systems. SNMP allows network administrators to gather information about network devices, such as routers, switches, and servers, through a uniform set of commands and protocols. This standardization simplifies network management tasks, … Read more
An Envoy proxy is an open-source edge and service proxy designed for cloud-native applications. It is used to manage network traffic between services in a microservices architecture, providing features such as load balancing, service discovery, health checking, and observability. Envoy Proxy is used to facilitate communication between microservices, improving the reliability and security of service-to-service … Read more
A service mesh is used for managing the communication between microservices in a distributed application. It provides features like traffic management, service discovery, load balancing, failure recovery, security, and observability. These capabilities help ensure reliable and secure communication between services. In Kubernetes, a service mesh is needed to handle the complex communication patterns between microservices. … Read more