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The Ethics of AI: Addressing Bias, Privacy, and Accountability
Artificial intelligence (AI) has become an integral part of modern life, from the algorithms that curate our social media feeds to the systems that make
Glossary of terms
Cloud provisioning is the process of deploying and managing computing resources, services, and applications in a cloud computing environment. It involves allocating and configuring various cloud-based resources to meet specific user or organizational requirements.
1. Automation: Cloud provisioning typically leverages automated tools and processes to quickly deploy and configure resources, reducing manual effort and human error.
2. Scalability: It allows for easy scaling of resources up or down based on demand, ensuring optimal performance and cost-efficiency.
3. Self-service: Many cloud provisioning systems offer self-service portals, enabling users to request and manage resources without IT intervention.
4. Resource management: It includes the ability to monitor, track, and optimize resource usage across the cloud environment.
5. Multi-cloud support: Advanced provisioning tools can manage resources across multiple cloud providers and hybrid environments.
6. Template-based deployment: Pre-configured templates can be used to standardize and accelerate resource deployment.
7. Policy enforcement: It enables the implementation of governance policies, security controls, and compliance requirements.
8. Cost management: Cloud provisioning often includes features for tracking and optimizing cloud spending.
1. Infrastructure provisioning: Deployment of virtual machines, storage, networking, and other infrastructure components.
2. Platform provisioning: Setting up development, testing, and production environments, including databases, middleware, and runtime environments.
3. Application provisioning: Deployment and configuration of software applications and services in the cloud.
4. Container orchestration: Managing containerized applications and microservices across cloud environments.
5. Security and compliance: Implementing security measures, access controls, and ensuring compliance with relevant standards and regulations.
6. Disaster recovery and backup: Setting up and managing backup and disaster recovery solutions in the cloud.
7. DevOps integration: Supporting continuous integration and continuous deployment (CI/CD) pipelines in cloud environments.
8. Edge computing: Extending provisioning capabilities to edge locations for distributed computing needs.
9. IoT device management: Provisioning and managing Internet of Things (IoT) devices and their associated cloud resources.
10. Data analytics and AI/ML environments: Setting up and managing resources for big data processing, analytics, and artificial intelligence/machine learning workloads.
Cloud provisioning encompasses a wide range of activities and technologies aimed at efficiently managing and utilizing cloud resources to meet diverse business and technical requirements.
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