Unverified50% confidenceFactExact time
The resource demands of modern cloud applications (especially microservice architectures) are dynamic and hard to predict, causing operations teams to typically over-provision resources.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe feature engineering formats, model deployment interfaces, and data storage protocols of cloud vendors' machine learning platforms are often deeply tied to their own ecosystems, resulting in extremely high migration costs (vendor lock-in).77% similarUnverifiedThe dependence of large language models on large-scale cloud infrastructure introduces structural challenges in real-world deployment, including high latency, privacy risks, network connectivity requirements, and computational costs77% similarUnverified若团队缺乏运维能力、不愿自行部署和维护服务器,直接选用官方云服务或成熟商业产品往往更省心73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1012721API
curl https://kongchang.com/api/v1/knowledge/claims/1012721MCP
get_claim(id=1012721)