AIOPS SCHED · 智能运维调度AIOPS SCHED · Scheduling

AI 运维调度平台AI Ops Scheduling Platform

面向智算中心与企业 IT 的智能运维调度平台。统一纳管 GPU/CPU/存储/机器人集群,AI 驱动的智能调度与预测性运维,让资源利用率提升 30% 以上,运维人力成本下降一半。Intelligent operations and scheduling for AI datacenters: unified GPU/CPU/storage/robot fleet management with AI-driven scheduling, +30% utilization, -50% ops cost.

30%+30%+资源利用率提升Utilization gain
85%85%故障预测准确率Fault prediction
10万+100K+纳管设备点位Managed endpoints
MINSMINS策略分钟级生效Policy rollout
ARCHITECTURE产品架构Architecture

数据驱动的智能运维调度体系Data-Driven Ops Architecture

采集、分析、决策、执行闭环,从被动响应运维升级为主动预测运维。Closed loop of collect, analyze, decide and act — from reactive to predictive operations.

采集感知层TelemetryL1
指标采集Metrics日志聚合Log aggregation链路追踪TracingSNMP/RedfishSNMP/Redfish
智能分析层AnalyticsL2
异常检测Anomaly detection故障预测Failure prediction容量规划Capacity planning根因定位Root cause
调度决策层SchedulingL3
优先级调度Priority scheduling弹性伸缩Auto scaling成本优化Cost optimization故障自愈Self-healing
执行运营层OperationsL4
工单自动化Ticketing变更管理Change mgmt计量计费Metering报表大屏Dashboards
CAPABILITIES核心能力Capabilities

核心能力Core Capabilities

把运维从成本中心变成效率引擎。Turn operations from a cost center into an efficiency engine.

异构资源统一纳管Unified Management

GPU 集群、服务器、存储、网络、机器人、IoT 设备一屏统管。One pane of glass for all resources.

AI 智能调度引擎AI Scheduling

基于负载预测的智能调度,训练推理混部、错峰填谷,利用率提升 30%+。Prediction-based scheduling, +30% utilization.

预测性运维Predictive Ops

硬盘、GPU、网络故障提前 72 小时预警,故障预测准确率 85%。72h advance warnings, 85% accuracy.

故障自愈Self-Healing

常见故障自动执行预案,任务无感迁移,MTTR 缩短 80%。Auto-remediation, -80% MTTR.

成本优化分析Cost Analytics

资源画像 + 计费分析,识别闲置与低效占用,年节省 20% 以上成本。Cost profiling saves 20%+ annually.

合规与审计Compliance & Audit

操作留痕、权限分级、变更审批流,满足等保与行业合规要求。Full audit trails and approval flows.

INDUSTRIES行业应用Industry Use Cases

面向千行百业的落地实践Real-world Deployments

智能调度运维在各行业的规模化实践。Intelligent operations at scale across industries.

智算中心运营AIDC Operations

算力出租运营的计量计费、租户隔离与 SLA 保障全套能力。Metering, tenancy and SLA for compute leasing.

运维调度Ops算力基座Compute
工厂设备运维Factory Maintenance

产线设备预测性维护,非计划停机减少 60%。Predictive maintenance, -60% downtime.

运维调度Ops机器人OSRobot OS
金融核心系统保障Financial IT Ops

交易系统容量规划与变更风控,监管报送自动化。Capacity planning and change risk control.

运维调度Ops运维监控Monitor
运营商网络运维Telco Network Ops

万级网元统一监控,故障工单自动派发闭环。Ten-thousand-element network operations.

运维调度Ops运维监控Monitor
政务云运维Gov Cloud Ops

多云统一纳管,等保合规审计,运营报表一键生成。Multi-cloud management with compliance.

运维调度Ops算力基座Compute
能源电力运维Energy Ops

变电站巡检机器人集群调度与设备状态监测联动。Inspection robot fleet with grid monitoring.

运维调度Ops机器人OSRobot OS
METRICS关键指标Key Metrics

用数据说话Proven by Numbers

30%+30%+资源利用率提升Utilization gain
85%85%故障预测准确率Prediction accuracy
-80%-80%MTTR 平均修复时长MTTR reduction
10万+100K+可纳管设备点位Managed endpoints

让每一份算力与设备资产发挥最大价值Maximize Every Asset

支持平台 POC 试用与存量运维体系评估,通常 4 周内可见利用率提升效果。POC trials available — utilization gains typically visible within 4 weeks.