High Performance Computing Courses and Certifications

SNIAVideo

Leveraging Computational Storage for Simulation Science Storage System Design

Explore how computational storage innovations at Los Alamos National Laboratory overcome bottlenecks in simulation science, featuring implementations with ZFS offloads, flash key-value storage, and SQL-like processing.

• YouTube
• 39 minutes
• On-Demand
• Free Video

SNIAVideo

Improving Storage Systems for Simulation Science with Computational Storage

Explore how computational storage enhances HPC systems for simulation science, focusing on improved efficiency, transparent implementation, and real-world applications for petabyte-scale datasets.

• YouTube
• 29 minutes
• On-Demand
• Free Video

SNIAVideo

HPC Scientific Simulation and Computational Storage for Large-Scale Data Management

Explore how Los Alamos revolutionizes scientific data management using NVME Computational Storage, featuring proof-of-concept applications and industry partnerships for large-scale data solutions.

• YouTube
• 42 minutes
• On-Demand
• Free Video

SNIAVideo

Disaggregated Memory for High Performance Computing

Explore high-performance computing memory systems, from HPE's memory-driven computing to modern architectures like Frontier and Aurora, examining CXL memories and future computational storage innovations.

• YouTube
• 41 minutes
• On-Demand
• Free Video

SNIAVideo

Standards-based Data Platforms for HPC and AI

Explore how standardized frameworks optimize data platforms for HPC and AI, focusing on interoperability, data movement, and system integration for enhanced performance and efficiency.

• YouTube
• 41 minutes
• On-Demand
• Free Video

清华大学计算机科学与技术系六十周年系庆学术报告（二）系统

本课程收录了2018年5月至11月为庆祝清华大学计算机系建系六十周年举办的18场精彩学术报告，分为理论、系统、人工智能以及大数据四个系列。

• XuetangX
• On-Demand
• Free Online Course

“神威·太湖之光”超级计算机优化方法与应用简介

“神威·太湖之光”超级计算机优化方法与应用简介

• XuetangX
• On-Demand
• Free Online Course

高性能计算

掌握高性能计算的基础知识，包括并行计算、分布式系统架构、性能优化技术和实际应用案例分析，提升系统开发和优化能力。

• XuetangX
• On-Demand
• Free Online Course

Amazon Web Services;  Amazon

Getting Started with Amazon MemoryDB for Redis (Simplified Chinese)

了解Amazon MemoryDB for Redis的工作原理、技术概念、使用案例和优势。学习如何通过AWS管理控制台、CLI和SDK创建和使用MemoryDB集群，适合IT专业人员和数据工程师。

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Bogolyubov Institute for Theoretical Physics

Принципи роботи HPC на прикладі комп'ютерного кластеру

Дізнайтеся про принципи роботи високопродуктивних обчислень (HPC) на реальному прикладі комп'ютерного кластера, його архітектуру та практичне застосування.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Microcredential

Genomics Data Analysis

Acquire advanced skills in analyzing genomic data using R and Bioconductor. Learn high-performance computing, case studies in functional genomics, and genome-scale assay interpretation for cutting-edge research in genomics.

• edX
• 12 weeks, 2-4 hours a week
• On-Demand
• Paid Course

Data Analytics at the Exascale for Free Electron Lasers Project

2 reviews

Innovative data system architecture for LCLS-II upgrade, addressing high-throughput challenges with real-time analysis, fast feedback, and data reduction while preserving scientific content.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

High Performance Computing

This course will give you solid foundations for developing, analyzing, and implementing parallel and locality-efficient algorithms. Offered at Georgia Tech as CS6220

• Udacity
• 16 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Efficient and Resilient Systems in the Cognitive Era

Explore efficient and resilient systems for cognitive computing, covering swarm intelligence, sensor fusion, hardware optimization, and energy efficiency in the context of IBM's research.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

Stanford Seminar - HPC Opportunities in Deep Learning - Greg Diamos, Baidu

Explore HPC's role in deep learning, focusing on workload characteristics, efficiency, and specialized systems for advancing AI research and applications.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Online Course