SNIAVideo Courses

Fabric Attached Memory: Hardware and Software Architecture for HPC Systems

Explore hardware and software architecture of Fabric Attached Memory (FAM) in HPC clusters, focusing on large dataset management, CXL capabilities, and real-time analytics implementation using Arkouda.

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

PCIe 7.0 Specification - 128 GT/s Bandwidth for Future Data-Intensive Markets

Explore the next-generation PCIe 7.0 specification, featuring 128 GT/s transfer rates, PAM4 signaling, and enhanced power efficiency for advanced computing and data-intensive applications.

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

Towards Large-scale Deployments with Zoned Namespace SSDs

Explore the evolution of Zoned Namespace SSDs and their impact on large-scale storage, covering hardware standards, software ecosystems, and cloud integration for enhanced performance and efficiency.

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

Bit-to-DNA Writing Machines: A Microfluidic Platform and Future Data Center Operations Overview

Explore the revolutionary world of DNA-based data storage through microfluidic platforms, examining synthesis methods, technological challenges, and future data center implementation strategies.

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

SSD with CXL Interfaces - Exploring Brilliance and Innovation in Storage Technology

Explore the potential of CXL-based NAND solutions, examining practical applications, technical hurdles, and emerging opportunities in memory expansion and data-centric computing technologies.

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

SFF Technical Specifications and Server Component Changes - 2023

Discover the latest specification changes from SFF TA TWG affecting server components, connectors, and transceivers, with insights on performance, size, and thermal improvements.

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

NVM Express Flexible Data Placement (FDP) - Architecture and Implementation

Dive into NVM Express® Flexible Data Placement (FDP) architecture, exploring data management techniques to optimize SSD performance, reduce write amplification, and extend device longevity.

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

Emulation Framework for Computational Storage Using QEMU, SPDK, and Libvfio-user

Explore the development of computational storage emulation using QEMU, SPDK, and libvfio-user frameworks for testing and benchmarking storage-driven computational systems before production deployment.

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

AI's Environmental Storage Problem - Distributed Solutions for Sustainable Cloud Storage

Explore how distributed storage solutions can reduce cloud computing's environmental impact while enhancing security, performance, and sustainability through innovative disk drive utilization and global node networks.

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

What 10 Years of Drive Stats Data Can Tell Us About Hard Drive and SSD Reliability

Explore 10 years of hard drive performance data analysis, covering failure rates, reliability patterns, and AI-driven predictions to optimize storage infrastructure and reduce costs.

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

Envisioning a Computational Storage Architecture with SDXI Data Mover - Early Efforts

Explore the integration of SDXI data mover technology with Computational Storage architectures, focusing on efficient data movement and host offloading strategies for enhanced storage performance.

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

Benchmarking Storage with AI Workloads - Performance Analysis and Optimization

Explore how storage systems impact AI/ML workload performance through comprehensive benchmarking analysis, focusing on data ingestion, training patterns, and inference workload optimization.

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

Understanding Applications Through NVMe Driver Tracing Using BPF

Discover how to leverage BPF for analyzing application-device interactions, tracing NVMe drivers, and gaining valuable insights into workload performance through practical examples and Linux system tools.

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

Overcoming SMBus Limitations with I3C - A Backward-Compatible Solution

Explore the technical evolution from SMBus to I3C in PCIe and CXL solutions, covering implementation challenges, backward compatibility, and real-world experimental results from industry collaborations.

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

SAS in Cloud and Hyperscale Storage: Understanding Meta's Grand Canyon Architecture

Discover how Serial Attached SCSI (SAS) powers modern hyperscale architectures, focusing on Meta's Grand Canyon design, scaling capabilities, reliability features, and cost-effective infrastructure solutions.

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