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#Supercomputers

Showing: 38 courses
TEDx

Um Bug Mudou A Minha Vida - Como um Erro de Computador Transformou uma Carreira

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Jovem hacker inspira adolescentes a perseguir sonhos, compartilhando sua jornada desde invadir a NASA até criar empresas de tecnologia, abordando riscos e oportunidades no mundo digital.
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1 Lesons
16 minutes
On-Demand
Free-Video
QCHEM LAB at KNU

DFT on Expensive GPU-based Supercomputer

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Explore advanced density functional theory computations using high-performance GPU supercomputers for cutting-edge quantum chemistry research.
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1 Lesons
25 minutes
On-Demand
Free-Video
Inside Livermore Lab

MFEM: High-Performance Finite Element Methods Tutorial - 2024

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Explore MFEM, a parallel C++ library for finite element methods. Learn to develop scalable algorithms for various platforms, from laptops to supercomputers.
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1 Lesons
1 hour 57 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 1

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Explore modern numerical methods for solving Einstein's equations in computational relativity, essential for modeling gravitational waves from black hole and neutron star mergers.
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1 Lesons
1 hour 46 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 5

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Explore advanced concepts in numerical relativistic hydrodynamics, focusing on computational techniques for modeling high-energy astrophysical phenomena and gravitational wave sources.
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1 Lesons
1 hour 43 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to Numerical Relativistic Hydrodynamics - Lecture 2

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Explore advanced concepts in numerical relativistic hydrodynamics, focusing on mathematical formulations and computational techniques for modeling high-energy astrophysical phenomena.
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1 Lesons
1 hour 50 minutes
On-Demand
Free-Video
Center For Computational Relativity and Gravitation

ExaStar: Multi-Physics Stellar Astrophysics Simulations at the Exascale

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Explore cutting-edge multi-physics simulations for stellar astrophysics at exascale computing levels, focusing on the ExaStar project and its applications in computational relativity.
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1 Lesons
39 minutes
On-Demand
Free-Video
Microsoft

Microsoft AI Innovations - Architecture and Infrastructure

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Explore Microsoft's AI architecture with Azure CTO Mark Russinovich: supercomputers, efficient infrastructure, sustainable datacenters, AI-aware resource management, GPU optimization, and confidential computing advancements.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Yannic Kilcher

Self-Driving from Vision Only - Tesla's Self-Driving Progress by Andrej Karpathy - Talk Analysis

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Analysis of Tesla's vision-only self-driving progress, discussing data labeling, edge-case sampling, neural network training, and the advantages of camera-only systems over multi-sensor approaches.
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10 Lesons
24 minutes
On-Demand
Free-Video
Alan Turing Institute

Hot Chips, AI Exploitation, and Supercomputers - Weekly AI News Roundup

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Explore global chip wars, AI labor exploitation concerns, and supercomputer advancements. Discuss deepfakes in Diwali celebrations and enjoy AI-inspired music remix. Stay informed on key AI developments and their potential impacts.
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1 Lesons
35 minutes
On-Demand
Free-Video
Paul G. Allen School

Fast and Accurate Deep Neural Networks Training

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Exploring LARS and LAMB optimizers for scaling deep learning on supercomputers, enabling faster training and higher accuracy in AI applications across various industries.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Paul G. Allen School

Domain Specific Architectures for Deep Neural Networks: Three Generations of Tensor Processing Units

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Exploring three generations of Tensor Processing Units (TPUs) for deep neural networks, highlighting performance improvements and the rise of domain-specific architectures in the post-Moore's Law era.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
USENIX

Resiliency at Scale: Managing Google's TPUv4 Machine Learning Supercomputer

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Explore Google's TPUv4 supercomputer infrastructure, focusing on fault resiliency, dynamic reconfiguration, and high system availability for machine learning training at massive scale.
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1 Lesons
18 minutes
On-Demand
Free-Video
USENIX

Building a 5-Exaflop Supercomputer for Meta-AI Research and Large-Scale Model Training

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Explore the architecture, construction, and operation of Meta's 5-exaflop AI Research SuperCluster, supporting large-scale model training with insights on monitoring and observability for cutting-edge AI development.
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1 Lesons
35 minutes
On-Demand
Free-Video
Yannic Kilcher

Machine Learning News: Gemma, Gemini, Groq, Sora, and AI Developments

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Explore latest ML developments: Gemma, Groq, Sora, Gemini updates. Dive into hardware advancements, AI ethics, and amusing incidents. Stay informed on cutting-edge AI progress and industry news.
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12 Lesons
43 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Pods Everywhere - InterLink: Virtual Kubelet Abstraction for HPC Resource Exploitation

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Explore InterLink, an open-source Virtual-Kubelet extension enabling seamless access to external hardware-accelerated machines through Kubernetes APIs, revolutionizing scientific computing workflows.
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1 Lesons
32 minutes
On-Demand
Free-Video
WeAreDevelopers

The Future of Computing: AI Technologies in the Exascale Era

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Explore AI technologies in the exascale era, examining their impact on computing's future and potential advancements in computational power and capabilities.
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1 Lesons
34 minutes
On-Demand
Free-Video
Inside Livermore Lab

Caliper, Hatchet, and Thicket - HPC Software Tutorials 2024

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Explore Caliper, Hatchet, and Thicket: powerful open-source tools for profiling, analyzing, and optimizing HPC application performance on supercomputers.
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1 Lesons
2 hours 35 minutes
On-Demand
Free-Video
Inside Livermore Lab

Axom: Building Blocks for High Performance Scientific Computing Applications - Tutorial 2024

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Explore Axom's robust software components for building high-performance scientific computing applications, fostering collaboration and shared infrastructure across projects.
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1 Lesons
2 hours 1 minute
On-Demand
Free-Video
TED

How Do I Compute the Body Electric?

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Explore computational physics and supercomputing to revolutionize personalized medicine through advanced simulations of the human body.
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11 Lesons
16 minutes
On-Demand
Free-Video
Black Hat

How Supercomputer-Scale Neural Network Models Apply to Defensive Cybersecurity Problems

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Explore how large-scale neural networks revolutionize cybersecurity, enabling custom explanations of attacker behavior and improved threat detection with limited data. Learn to leverage public models like GPT-3 for security applications.
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1 Lesons
35 minutes
On-Demand
Free-Video
TEDx

Analog Supercomputers - From Quantum Atom to Living Body

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Explore analog computation's potential to revolutionize supercomputers, drawing inspiration from nature, quantum physics, and biology to solve complex problems and create innovative algorithms.
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13 Lesons
23 minutes
On-Demand
Free-Video
Open Compute Project

Designing In-House Server Solutions for Modern GPU Cloud Computing

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Discover innovative approaches to designing energy-efficient servers and data centers optimized for ML-focused GPUs, with insights into thermal management and power consumption optimization.
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1 Lesons
17 minutes
On-Demand
Free-Video
Inside Livermore Lab

UnifyFS: Installation and Integration Tutorial for HPC Applications

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Discover how to install, integrate, and utilize UnifyFS for efficient node-local storage access in high-performance computing environments.
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1 Lesons
10 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

EtherNET: The Present and Future of Datacenter and Supercomputer Interconnects

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Explore the role of Ethernet in modern datacenters and supercomputers, examining its current state and future prospects in high-performance computing environments.
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1 Lesons
25 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Swing: Short-cutting Rings for Higher Bandwidth Allreduce

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Optimize allreduce performance on torus networks with Swing algorithm. Improve bandwidth by reducing distance between communicating nodes, outperforming existing methods by up to 3x.
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1 Lesons
26 minutes
On-Demand
Free-Video
USENIX

Full Lifecycle Data Analysis on a Large-scale Leadership Supercomputer

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Comprehensive analysis of Sunway TaihuLight supercomputer data reveals insights into HPC operational management and I/O workload characteristics, offering valuable lessons for system optimization.
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1 Lesons
20 minutes
On-Demand
Free-Video
GOTO Conferences

Digital Infrastructure and Digital Utilities

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Explore the Internet of Things' impact on daily infrastructure, discussing opportunities, challenges, and architectural patterns for digital systems in various sectors.
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30 Lesons
54 minutes
On-Demand
Free-Video
HOTI - Hot Interconnects Symposium

Accelerator Clusters: The New Supercomputer

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Discover how accelerator clusters are revolutionizing supercomputing through NVIDIA's innovative approach to high-performance computing architecture and interconnect technologies.
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1 Lesons
57 minutes
On-Demand
Free-Video
Exascale Computing Project

Siting the El Capitan Exascale Supercomputer at Lawrence Livermore National Laboratory

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Explore the impact of El Capitan, LLNL's exascale supercomputer, on nuclear stockpile stewardship, fusion research, and AI. Learn about its software, partnerships, and facility upgrades.
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13 Lesons
32 minutes
On-Demand
Free-Video
Exascale Computing Project

Taking HACC into the Exascale Era - New Code Capabilities and Challenges

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Explore HACC's evolution for exascale systems, new capabilities, and performance optimization in cosmology simulations.
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1 Lesons
58 minutes
On-Demand
Free-Video
MICDE University of Michigan

The Exascale Computing Era - Reflections on Progress and Challenges

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Explore the dawn of exascale computing, focusing on the Frontier system, its applications, and the challenges overcome in developing exascale-capable software and technologies.
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1 Lesons
48 minutes
On-Demand
Free-Video
NHR@FAU

Computer Architecture 101 for Scientists and Its Impact on Cluster Jobs

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Explore core concepts of parallel computer architecture and their impact on cluster job performance. Gain insights to optimize resource allocation and improve efficiency in supercomputing tasks.
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1 Lesons
48 minutes
On-Demand
Free-Video
NHR@FAU

GPU Top Trumps - Comparing HPC Graphics Processing Units

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Explore the capabilities and differences of various HPC GPUs, comparing NVIDIA models, examining competitors, and understanding new developments like APUs.
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1 Lesons
39 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Efficient AI: From Supercomputers to Smartphones

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Explore techniques for efficient AI training and inference, from data ingestion to model compression, enabling powerful models on supercomputers and smartphones.
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1 Lesons
45 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Deinsum: Practically I/O Optimal Multi-Linear Algebra for Distributed Systems

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Optimize distributed multilinear algebra computations with Deinsum framework. Automate data movement-optimal tiling and scheduling for enhanced performance in high-dimensional tensor operations.
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13 Lesons
33 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

From Two Strong Oxen to Billions of Fleas - The Evolution of Massively Parallel Distributed Supercomputers

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Explore massively parallel distributed supercomputers, focusing on distributed-memory parallelism and RDMA through MPI. Gain insights into current designs and future challenges in high-performance computing.
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1 Lesons
33 minutes
On-Demand
Free-Video
Inside Livermore Lab

Caliper, Hatchet, and Thicket: Open-Source Tools for HPC Performance Analysis

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Explore open-source tools for integrating performance profiling, analyzing hierarchical data, and optimizing application performance on supercomputers. Learn to leverage Caliper, Hatchet, and Thicket for HPC environments.
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1 Lesons
1 hour 59 minutes
On-Demand
Free-Video