Search results for hpc cse

CNCF [Cloud Native Computing Foundation]

CNCF Research: HPC and HTC End User Landscape - December 2021

Explore HPC/HTC landscape in cloud-native environments, covering solutions, deployments, workload migration, resource management, and tools for high-performance computing.

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

CNCF [Cloud Native Computing Foundation]

Make Kubernetes Networking Ready for World-Class AI and HPC Workloads

Explore advanced Kubernetes networking for AI and HPC workloads, focusing on multi-interface support, Multus CNI, and the new Multi-NIC CNI project for improved performance and scalability in large-scale GPU clusters.

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

CNCF [Cloud Native Computing Foundation]

Resource Orchestration of HPC on Kubernetes - Where We Are Now and the Journey Ahead

Explore NUMA-aware scheduling in Kubernetes for HPC workloads, addressing challenges, solutions, and future developments in resource orchestration and performance optimization.

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

CNCF [Cloud Native Computing Foundation]

Volcano - Cloud Native Batch System for AI, BigData and HPC

Explore Volcano, a cloud native batch system for AI, BigData, and HPC. Learn about its features, use cases, and integration with computing ecosystems to accelerate workloads and improve cluster utilization.

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

CNCF [Cloud Native Computing Foundation]

KubeFlux - An HPC Scheduler Plugin for Kubernetes

Explore KubeFlux, a Kubernetes plugin integrating HPC scheduling capabilities. Learn about its performance benefits and potential for enhancing cloud-based high-performance computing workloads.

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

Institute for Pure & Applied Mathematics (IPAM)

HPC+AI-Enabled Real-Time Coherent X-ray Diffraction Imaging - IPAM at UCLA

Explore HPC and AI-enabled real-time coherent X-ray diffraction imaging, revolutionizing materials characterization with advanced light sources, multi-modal techniques, and innovative data processing methodologies.

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

Breaking Boundaries - TACC as a Unified Cloud-Native Infrastructure for AI and HPC

Explore TACC, a unified cloud-native infrastructure for AI and HPC, bridging K8S and Slurm advantages. Learn about seamless UI, multi-tenant resource management, and robust distributed infrastructure.

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

CNCF [Cloud Native Computing Foundation]

Enabling Coordinated Checkpointing for Distributed HPC Applications

Explore coordinated checkpointing for distributed HPC applications across multiple Pods and nodes, including new CRIU mechanisms, Kubelet Checkpoint API, and potential Kubernetes scheduler extensions.

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

CNCF [Cloud Native Computing Foundation]

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

Explore InterLink, an open-source Virtual-Kubelet extension enabling seamless access to external hardware-accelerated machines through Kubernetes APIs, revolutionizing scientific computing workflows.

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

NHR@FAU

Mixing Precisions in Numerical Algorithms - HPC Perspective with Modern Hardware Context

Explore mixed precision algorithms in HPC, focusing on convergence properties and performance considerations for modern hardware implementations of floating-point arithmetic.

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

NHR@FAU

Bridging Domain Science and HPC with Julia

Explore Julia's potential in HPC, combining scientific ecosystem with high performance. Gain insights on its strengths, limitations, and notable international projects from an experienced user.

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

NHR@FAU

LLVM in HPC: Enabling Performance Portability, Interoperability, and Novel Features - Part 2

Explore recent LLVM efforts for HPC: portable CUDA, debugging at scale, GPU execution of legacy codes, automatic differentiation, ML in compilers, and static information impact.

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

NHR@FAU

GPU Top Trumps - Comparing HPC Graphics Processing Units

Explore the capabilities and differences of various HPC GPUs, comparing NVIDIA models, examining competitors, and understanding new developments like APUs.

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

NHR@FAU

LLVM in HPC - Enabling Performance Portability, Interoperability, and Novel Features - Part 1

Explore LLVM's impact on HPC, covering portable CUDA, debugging at scale, GPU execution of legacy code, and ML in compilers. Learn about efforts to enhance performance, tooling, and development in HPC.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

HOTI - Hot Interconnects Symposium

Leveraging SmartNICs for HPC and Data Center Applications - Part 2

Dive into advanced SmartNIC implementation strategies for optimizing high-performance computing and data center operations, covering deployment techniques and performance optimization.

• YouTube
• 2 hours 32 minutes
• On-Demand
• Free Video