Data processing simplification using high-performance computing operations

High-performance computing refers to any computational operations requiring multiple computers and systems. This field, a subset of software science, enables performing numerous high-performance computational tasks in the shortest time possible by aggregating multiple computers. It allows analyzing vast amounts of data within a short time frame and at minimal cost, offering high performance and efficiency.

For example, tasks that would take months or even be impossible for regular computers can be completed in minutes or hours using supercomputers designed for such operations. High-performance computing saves time and money while enabling users to simulate events without requiring real-world samples.

Essentially, virtual reality phenomena — meaning simulation, analysis, identifying strengths and weaknesses, and correcting errors — are achieved through these computational methods. Software designed for supercomputers repeatedly analyzes data millions or billions of times, performing calculations beyond human capabilities.

Quantum System Simulation Using High-performance Computing

Applications of High-performance Computing

High-performance computing enables users to analyze, store, and manage data, while also leveraging simulation, modeling, and mathematical computation. Additionally, it facilitates software development and the observation and identification of interdependent data.

Applications of Supercomputers in High-performance Computing

The presence of supercomputers is essential for high-performance computing. Without these machines, such operations cannot progress. Supercomputers perform tasks such as:

• Managing extensive and complex research projects
• Storing large volumes of data and information
• Developing and redesigning products
• Modeling and simulating various processes
• Optimizing production
• Deriving results, searching, and pattern modeling for products
• Presenting research findings using computer software

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Services Offered by High-performance Computing Systems

High-performance computing primarily bases its activity on providing services to users according to their needs and demands without requiring specific equipment. Currently, these systems offer three main services:

1. Infrastructure as a Service (IaaS):
   Basic services such as servers, storage, and processors are provided as fundamental resources for users.
2. Platform as a Service (PaaS):
   This service allows users to create new software, programs, and tools according to their needs. Users can access this service by subscribing to it.
3. Software as a Service (SaaS):
   Users can utilize numerous software solutions on supercomputers by creating an account and subscribing. Maintenance and updates for these software solutions are the responsibility of the user.

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Cost of Using Supercomputers in Various High-performance Computing Centers

The total cost for users includes processor costs, additional RAM costs, and additional storage costs.

• Processor Costs: Calculated by multiplying the required usage time (in hours) by the processor speed and the number of processors.
• Additional RAM Costs: 100 rials per gigabyte per hour. Total cost = 100 rials × usage time × RAM amount.
• Additional Storage Costs: For every 100 GB, the cost is 70 rials per hour. Total cost = (storage amount ÷ 100) × usage time × 70 rials.

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Registration Process for High-performance Computing Operations

To perform high-performance computing, users must first register on the system of a qualified center.

• Enter the center’s system and provide your national ID to receive a tracking number.
• Payment can be made via three main methods:
  • Online Payment
  • Project-Based Payment: If you’re a student, you can submit a request through your advisor for payment.
  • Institutional Payment: If your university is part of the high-performance computing consortium, you can use a VIP code or faculty credits for payment.

Once registered, the high-performance computing center’s operators prepare the system based on your needs, updating you via email. The setup time ranges from 1 to 7 days.

Resources for High-performance Computing

High-performance computing resources include RAM, processors, storage, and GPUs, with specifications tailored to user needs.

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Organizations Offering High-performance Computing Systems in Iran

• Ferdowsi Cloud Computing:
  Offers cloud services, GPU services, and storage options. Users can select their processor type for high-performance computing and review estimated costs.
• Torin Cloud Computing:
  Provides GPU services, dedicated servers, and cloud-based virtual servers.

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Conclusion

High-performance computing operations, performed using supercomputers and their specialized resources and software, have significantly benefited students and researchers. They offer services that save time and costs while enabling the processing of data and tasks that are impossible for human effort or conventional computing systems. Users can repeatedly process their data at a low cost, completing tasks previously unattainable.