🔐 Multi-Tenant Isolation
Built on Capsule for true Kubernetes-native multi-tenancy. Each team gets isolated resources with shared or exclusive node pools, eliminating manual quota configuration.
💰 Real-Time Billing
Integrated with OpenCost for automatic cost tracking. Per-pod, per-namespace, per-team visibility with customizable pricing for CPU, Memory, and GPU resources.
📊 Unified Dashboard
Single pane of glass for admins, team leaders, and finance teams. Real-time balance monitoring, alerts, auto-suspension, and comprehensive usage reports.
🚀 Deploy in Minutes
Zero external dependencies - all data stored in Kubernetes ConfigMaps. Install with a single Helm command and get complete GPU resource management in under 30 minutes.
⚡ Auto-Deduction & Alerts
Automated billing with prepaid balances and real-time deduction. Multi-channel alerts (Webhook, DingTalk, WeChat) with configurable thresholds and auto-suspension.
🎯 Production Ready
Cloud-native architecture with horizontal scaling, RBAC integration, and comprehensive audit logging. Support for multi-platform Docker images and enterprise SSO.
架构概览
基于云原生技术构建，具备可扩展性和可靠性
真实应用场景
了解 Bison 如何在不同场景下转变 GPU 资源管理
AI 训练平台
多团队机器学习工作负载的 GPU 资源共享
- 手动分配 GPU
- 成本不可见
- 资源冲突
- 自动化调度
- 实时成本追踪
- 公平资源共享
企业云平台
部门级资源隔离与计费
- 共享集群混乱
- 无预算控制
- 手动报告
- 租户隔离
- 预付费余额
- 自动化报表
成本中心计费
内部 GPU 资源的计费回扣系统
- 基于 Excel 跟踪
- 月度对账
- 账单纠纷
- 实时扣费
- 透明定价
- 自动开票