Diploma in Scaling, Scheduling and Cost in HPC/Cloud
About us Diploma in Scaling, Scheduling and Cost in HPC/Cloud
The Diploma in Scaling, Scheduling, and Cost in HPC/Cloud explores resource utilization in High Performance Computing (HPC) and Cloud Computing, optimizing scaling, scheduling, and cost management. It delves into technologies such as Kubernetes, OpenStack, and monitoring tools to maximize efficiency and performance in high-performance computing environments, linking them to virtualization, distributed storage, and data management. It focuses on implementing strategies for budget control, task automation, and workflow optimization, essential for scientific research, software development, and large-scale data analysis. The program provides hands-on experience in deploying and managing HPC clusters, configuring schedulers (e.g., Slurm, PBS), and implementing autoscaling strategies in a multicloud environment. It includes the use of cost measurement and control tools and the application of best practices in security and performance. This training prepares professionals for roles such as HPC/Cloud architects, systems administrators, software engineers, and performance analysts, enhancing their capabilities in the efficient management of computing resources.
Target keywords (natural occurrences in the text): HPC scaling, HPC scheduling, cloud costs, Kubernetes, OpenStack, autoscaling, HPC clusters, resource management, HPC diploma.
Diploma in Scaling, Scheduling and Cost in HPC/Cloud
- Format: Online
- Duration: 8 months
- Hours: 900 H
- Language: ES / EN
- Credits: 60 ECTS
- Registration date: 04-07-2026
- Strat date: 14-08-2026
- Available places: 4
1.699 $
Competencias y resultados
Qué aprenderás
1. Optimizing Scaling, Scheduling, and Costs in HPC/Cloud
Para quien va dirigido nuestro:
Diploma in Scaling, Scheduling and Cost in HPC/Cloud
9.9 Introduction to Scaling in HPC/Cloud
9.9 Cost Fundamentals in HPC/Cloud
9.3 HPC/Cloud Architectures
9.4 Service and Deployment Models
9.5 Introduction to Resource Optimization
9.6 Performance and Scalability Considerations
9.7 Introduction to Monitoring Tools
9.8 Current Trends in HPC/Cloud
9.9 Parallel Programming Fundamentals
9.9 Programming Environments in HPC/Cloud
9.3 Programming and Debugging Tools
9.4 Budgeting Models for HPC/Cloud
9.5 Cost and Resource Estimation
9.6 Budgeting Policies and Procedures
9.7 Budget Management in Practice
9.8 Budget Variance Analysis
3.9 Horizontal Scaling Strategies
3.9 Vertical Scaling in HPC/Cloud
3.3 Load Balancing Techniques
3.4 Systems Design Scalability
3.5 Automatic and Dynamic Scaling
3.6 Performance Optimization Strategies
3.7 Tools for Scalability Management
3.8 Scalability Case Studies
4.9 Principles of Financial Management in HPC/Cloud
4.9 Cost Models and Cost-Benefit Analysis
4.3 Return on Investment (ROI) in HPC/Cloud
4.4 Budgeting and Cost Control
4.5 Financing and Investment Options
4.6 Financial Risk Assessment
4.7 Financial Reporting and Analysis
4.8 Asset and Financial Resource Management
5.9 Cost Analysis Methods
5.9 Cost Optimization in HPC/Cloud
5.3 Cost Optimization Tools
5.4 Performance and Cost Optimization
5.5 ​​Cost Reduction Strategies
5.6 Cost Modeling and Simulation
5.7 Sensitivity and Risk Analysis
5.8 Case Studies Cost Optimization Study
6.9 Capacity Planning in HPC/Cloud
6.9 Workload Modeling
6.3 Demand Planning and Forecasting
6.4 Advanced Scaling and Fine-Tuning
6.5 Concurrency and Parallelism Management
6.6 I/O and Storage Optimization
6.7 Disaster Recovery Strategies
6.8 Business Continuity Planning
7.9 Metrics and KPIs for Cost Control
7.9 Cost Monitoring and Control Tools
7.3 Cost Control in Hybrid Environments
7.4 Cost Control Policies and Procedures
7.5 Cost Auditing and Compliance
7.6 Supplier and Contract Management
7.7 Cost Reporting and Analysis
7.8 Continuous Improvement in Cost Control
8.9 Activity-Based Budgeting
8.9 Optimization Techniques Budgetary
8.3 Budget Variance Analysis
8.4 Budget Adjustment and Resource Reallocation
8.5 Cost and Pricing Models
8.6 Supplier Negotiation
8.7 Simulation and Scenario Analysis
8.8 Budget Review and Evaluation
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