Unverified50% confidenceFactExact time
Assume that within one round there are N mutually independent tool calls, each taking time t₁…t_N, and the total time for serial execution is approximately Σtᵢ.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
Unverified并行工具调用（Parallel Tool Calling）可将单轮循环延迟从串行的数秒压缩至并行的毫秒级65% similarUnverified多智能体并行架构可将整体完成时间从O(n)降至接近O(max_subtask)，取决于最耗时的子任务而非所有子任务总和65% similarUnverifiedFor creation-type endpoints, if the endpoint is not idempotent, retrying due to a timeout will create two tasks, resulting in duplicate charges65% similarUnverified工作窃取调度对于串行时间 T1 和关键路径 T∞ 的任务 DAG，在 P 个处理器上的期望完成时间为 O(T1/P + T∞)64% similarUnverifiedIn multi-agent systems, each agent's decision at every step requires one LLM inference call; if N agents run for T time steps, the total number of inferences is O(N×T), and API call costs and latency will rise sharply in large-scale scenarios.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1023717API
curl https://kongchang.com/api/v1/knowledge/claims/1023717MCP
get_claim(id=1023717)