What Is CloudOps?

CloudOps is a term used to describe the set of processes, tools, and practices used to manage and operate cloud computing environments. This includes tasks such as provisioning and scaling resources, monitoring and troubleshooting issues, and managing security and compliance. CloudOps teams are responsible for ensuring that their organization's cloud-based applications and services are available, performant, and secure.

Some benefits of CloudOps include:

Application Dependency Mapping is the process of creating a graphical representation of the relationships and dependencies between different components of a software application. This includes dependencies between modules, libraries, services, and databases. It helps to understand the impact of changes in one component on other parts of the application and aids in troubleshooting, testing, and deployment.

Software Dependency Risks

Dependencies are often necessary for building complex software applications. However, development teams should be mindful of dependencies and seek to minimize their number and complexity for several reasons:

What Is a Security Operations Center and What Does It Do?

A Security Operations Center (SOC) includes the people, processes, and technology responsible for monitoring, analyzing, and maintaining the security of an organization's IT systems. 

The SOC acts as a hub that collects data from an organization's networks, servers, endpoints, and other digital assets and uses automated and manual processes to detect cybersecurity threats, prioritize potential cybersecurity incidents, and effectively respond.

Network security refers to the technologies, processes, and policies used to protect networks, network traffic, and network-accessible assets from cyberattacks, unauthorized access, and data loss. Organizations of all sizes need network security to protect their critical assets and infrastructure.

Modern network security takes a layered approach to protect the many edges of the network and the network perimeter. Any element of the network could be an entry point for attackers—endpoint devices, data paths, applications, or users. Because organizations face numerous potential threats, it is common to deploy multiple network security controls designed to address different types of threats at different layers of the network and infrastructure. This is called a defense in-depth security approach.

What Is Kubernetes Lens?

Lens is an open-source integrated development environment (IDE) that allows users to connect and manage multiple Kubernetes clusters on Mac, Windows, and Linux platforms. It provides a feature-rich, intuitive graphical interface that allows users to deploy and manage clusters directly from the console. 

Kubernetes Lens provides built-in dashboards that provide key metrics and insights into resources running on a Kubernetes cluster, including deployment, configuration, networking, storage, access control, and custom resources.

What Is a Computer Vision Model?

Computer vision (CV) is a field within artificial intelligence and machine learning (ML) that involves computer programs interpreting the meaning of image and video inputs. A computer vision algorithm can analyze specific criteria in visual data and use its interpretations to implement predictive and decision-making tasks.

Modern computer vision models are highly sophisticated and cover many use cases to automate critical decision-making systems and enhance business efficiency. As a type of machine learning algorithm, computer vision models are challenging to deploy.

What Is a CI/CD Pipeline? 

As custom applications become a key differentiator for enterprises, speed of code release has become a competitive advantage, and CI/CD pipelines are what make high-velocity development possible.

A continuous integration and continuous delivery (CI/CD) pipeline is the process that drives software development through the stages of building, testing, and deploying code. By automating the process, teams can minimize human error and maintain a consistent process for software releases. The pipeline includes tools such as code compilation, unit testing, code analysis, security, and binary generation. For containerized environments, this pipeline also includes ways to package code into container images and deploy them to a cloud environment.

What Are Face Datasets?

Image datasets include digital images chosen especially to help test, train, and evaluate the performance of ML and artificial intelligence (AI) algorithms, typically computer vision algorithms. Specifically, face datasets include images of human faces, curated for machine learning (ML) projects. See a list of commonly used face datasets.

A face dataset includes faces shown in a variety of lighting conditions, emotions, poses, ethnicity, gender, age, and other factors. Face datasets are key enablers of face recognition, a computer vision field applicable to various use cases, such as augmented reality (AR), personal device security, and video surveillance. 

What Is DevSecOps?

DevSecOps is a collaborative effort by developers, security, and operations teams to get products to market securely and efficiently. This hybrid development and security model aims to address flaws that arise from the relegation of security to the end of the development process. It helps teams avoid rewriting buggy code, releasing insecure products, and increasing time to production.

When an organization implements the DevSecOps model, it provides the operations and development teams with tools and processes to help them make security decisions. At the same time, security teams align these tools and processes with the needs of the DevOps teams to enable agile workflows. Transitioning to a DevSecOps team is not easy, but team members can simplify their collaboration with the right tools.

What Is SASE?

Secure access service edge (SASE) is a network security architecture that helps securely connect systems, endpoints, and users to services and applications from any location worldwide. It is a service you can access from the cloud and manage centrally. 

SASE is a framework, not a specific technology. It works by combining several cloud-native security technologies, including: 

What Are Open-Source Vulnerabilities?

While open-source software drives rapid innovation, it introduces many challenges. On the one hand, it provides developers with ready-made software to add functionality to existing applications or even use it as the foundation for a new product. However, it also introduces security risks.

Open-source security has become a cornerstone of modern application security. Open-source vulnerabilities emerge when open-source software contains or creates security risks. A vulnerability may occur due to careless integration of components, lack of security functionality, poorly written code, and malicious code. Threat actors exploit open source vulnerabilities to launch various attacks, which enable them to abuse resources, steal data, and damage systems.