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
Availability Zones (AZs) are distinct physical locations within a cloud provider’s region that are designed to be isolated from failures in other Availability Zones while providing high-bandwidth, low-latency network connectivity to other AZs in the same region.
1. Physical separation: AZs are physically separate data centers within a region, typically located several miles apart.
2. Independent infrastructure: Each AZ has its own power supply, cooling, and networking infrastructure.
3. Low-latency connectivity: AZs within a region are connected by high-speed, private fiber-optic networks.
4. Fault isolation: Failures in one AZ are contained and do not affect other AZs.
5. Redundancy: Resources can be replicated across multiple AZs for increased availability and fault tolerance.
6. Consistent performance: AZs provide similar performance characteristics within a region.
7. Resource distribution: Cloud services and resources can be distributed across multiple AZs.
8. Automatic failover: Some services can automatically failover between AZs in case of an outage.
1. Regional presence: AZs are grouped within specific geographic regions.
2. Multiple AZs per region: Most regions have three or more AZs.
3. Global distribution: AZs are available in various regions around the world.
4. Service availability: Not all cloud services are available in every AZ, but core services are typically present in all AZs within a region.
5. Resource allocation: Users can choose specific AZs for deploying their resources or allow the cloud provider to distribute resources automatically.
6. Scalability: AZs enable horizontal scaling of applications and services across multiple locations.
7. Compliance: AZs help meet data residency and compliance requirements by keeping data within specific geographic boundaries.
8. Disaster recovery: AZs facilitate the implementation of robust disaster recovery and business continuity strategies.
9. Cost considerations: Data transfer between AZs within the same region may incur charges, but is typically less expensive than cross-region data transfer.
10. Application architecture: AZs influence the design of highly available and fault-tolerant cloud-based applications.
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
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