Cloud Service
A service model that provides infrastructure such as servers, databases, and storage to developers as on-demand APIs, so that developers need not build their own data centers or manually configure and operate environments.
Timeline (last 90 days)
More and more consumer-grade robots and smart home devices put their core functions in the cloud; users are buying a bundle of "hardware + ongoing service," and the terms of service usually reserve the vendor's right to unilaterally terminate.
When training tasks are continuous and large in scale, the marginal cost of a self-built cluster may be lower than that of pay-as-you-go cloud services.
When a cloud service, VPS provider or proxy-type tool adds US nodes, it usually means capacity expansion and routing optimization.
Even when a cloud service provider promises not to store request and response content, it typically still retains metadata such as timestamps, account identifiers, request volumes and IP addresses for billing, rate limiting and abuse detection.
Once secrets and tokens are scanned and exfiltrated, they may lead to hijacking of cloud service accounts, tampering with code repositories, and use as a springboard for supply chain attacks.
In most cloud services, when availability falls below the committed threshold, the vendor refunds fees proportionally, but users usually need to proactively submit a ticket and go through review.
When choosing a cloud service, incident response speed, status page reliability, post-incident transparency, and technical capability are likewise key indicators.
Cloud services turn infrastructure such as servers, databases, and storage into on-demand APIs, and developers no longer need to build their own data centers or manually configure operations environments.
When five cloud services each with 99.9% availability are connected in series, the theoretical combined availability drops to approximately 99.5%.
完全本地运行、不依赖云端，但代价是配置门槛高、需要自行维护固件升级和网络稳定性，适合追求隐私和可控性的极客用户
All Facts (9)
More and more consumer-grade robots and smart home devices put their core functions in the cloud; users are buying a bundle of "hardware + ongoing service," and the terms of service usually reserve the vendor's right to unilaterally terminate.
50%UnverifiedWhen training tasks are continuous and large in scale, the marginal cost of a self-built cluster may be lower than that of pay-as-you-go cloud services.
50%UnverifiedWhen a cloud service, VPS provider or proxy-type tool adds US nodes, it usually means capacity expansion and routing optimization.
50%UnverifiedEven when a cloud service provider promises not to store request and response content, it typically still retains metadata such as timestamps, account identifiers, request volumes and IP addresses for billing, rate limiting and abuse detection.
50%UnverifiedOnce secrets and tokens are scanned and exfiltrated, they may lead to hijacking of cloud service accounts, tampering with code repositories, and use as a springboard for supply chain attacks.
50%UnverifiedIn most cloud services, when availability falls below the committed threshold, the vendor refunds fees proportionally, but users usually need to proactively submit a ticket and go through review.
50%UnverifiedWhen choosing a cloud service, incident response speed, status page reliability, post-incident transparency, and technical capability are likewise key indicators.
50%UnverifiedCloud services turn infrastructure such as servers, databases, and storage into on-demand APIs, and developers no longer need to build their own data centers or manually configure operations environments.
50%UnverifiedWhen five cloud services each with 99.9% availability are connected in series, the theoretical combined availability drops to approximately 99.5%.
50%