Computing Resource Management

AISTO, in collaboration with BitDeer, has established an innovative computing resource management system to offer global users flexible and efficient scheduling and allocation of computing resources, meeting the diverse demands of AI computing and DePIN projects. The platform combines intelligent scheduling algorithms with a hybrid decentralized and centralized architecture, allowing users to maximize resource utilization and optimize investment returns while meeting high-performance computing needs.

1. Flexible Allocation of Computing Resources

AISTO’s computing resource management system continuously monitors usage and dynamically allocates resources based on user demand. This flexibility enables the platform to optimize resources for various computational tasks and projects, minimizing waste and providing users with the most cost-effective computing services.

• On-Demand Allocation: Users can flexibly choose rental duration and resource configuration according to their project needs (such as AI model training, data processing, or DePIN project deployment). The system automatically allocates the most suitable resources based on demand volume and priority.

• Load Balancing: AISTO uses intelligent scheduling algorithms to balance the load across computing resources in multiple global data centers, ensuring even and efficient resource distribution.

2. Dynamic Management and Scheduling of Computing Resources

AISTO’s scheduling system employs advanced algorithms along with Kubernetes’ containerized management to automate the allocation and scheduling of resources like GPUs and TPUs. Through real-time resource monitoring and predictive analysis, AISTO can flexibly scale up resources during peak demand and scale down during low usage periods, maximizing resource utilization.

• Intelligent Scheduling Algorithm: AISTO’s intelligent algorithms analyze user demands in real-time, enabling precise scheduling for various tasks and reducing wait times.

• Elastic Scaling: The platform’s elastic scaling feature automatically adjusts computing resources based on load conditions, ensuring efficient operation during peak and low-demand periods.

• Real-Time Monitoring: AISTO’s monitoring system tracks resource usage in real-time, helping users optimize resource utilization and promptly address potential issues.

3. Global Support from Distributed Data Centers

AISTO has deployed high-performance computing resources across multiple regions, including the United States, Singapore, and Malaysia, allowing the platform to offer low-latency computing services to global users. Through a network of globally distributed data centers, AISTO ensures stable, efficient service and supports cross-regional resource scheduling.

• Low-Latency Global Coverage: The distributed data center network ensures that users experience low-latency computing, suitable for tasks that require fast response times.

• Cross-Regional Resource Scheduling: The platform can dynamically allocate resources between different data centers based on demand, ensuring efficient resource utilization and high operational efficiency.

4. Decentralized Computing Power Support for DePIN Projects

Using its resource management system, AISTO provides decentralized computing power resources essential for DePIN projects. This decentralized management approach allows users to allocate part of their computing resources to DePIN projects, earning project tokens or other rewards and ensuring effective resource management.

• Project Priority Allocation: For computing resources dedicated to DePIN projects, the platform prioritizes allocation based on project needs, ensuring stable operation for decentralized projects.

• Token Incentive Mechanism: By providing computing power for DePIN projects, users can earn token rewards, further incentivizing decentralized usage of computing resources.

5. Computing Power Investment and Revenue Distribution

AISTO allocates its computing resources as follows: 50% for leasing, 45% for DePIN project deployment, and 5% for incubation investments. Users can earn returns by leasing computing resources or participating in DePIN projects. Platform profits are distributed as token dividends to AISTO token holders.

• Transparent Revenue: The platform periodically distributes profits proportionally, ensuring open and transparent revenue distribution.

• Token Dividends: AISTO regularly distributes dividends to users based on the utilization of computing resources and platform revenue, allowing users to gain stable returns from resource leasing and project support.

Through intelligent scheduling, support from globally distributed data centers, and decentralized DePIN resource management, AISTO’s computing resource management system ensures optimal utilization and maximization of returns. Additionally, the compliant token dividend mechanism allows token holders to benefit from the long-term gains provided by computing resource management.