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#Hardware Acceleration

Showing: 174 courses
Carnegie Mellon University

Hardware Accelerated Database Lectures - Fall 2018

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Explore cutting-edge hardware acceleration for database systems through expert talks from leading DBMS developers, focusing on implementation details and real-world challenges in modern computational and storage hardware.
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6 Lesons
6 hours
On-Demand
Free-Video
MIT HAN Lab

EfficientML.ai Lecture - Introduction to Efficient Machine Learning

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Dive into the world of efficient machine learning with this comprehensive lecture from MIT HAN Lab. Explore cutting-edge techniques and strategies for optimizing ML models, reducing computational costs, and improving overall performance. Learn from exper…
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Accelerating Transformers with Hugging Face Optimum and Infinity

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Explore techniques to accelerate Transformer models using Hugging Face's Optimum library and Infinity solution for millisecond-scale latencies in production environments.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
Anyscale

Optimizing vLLM for Intel CPUs and XPUs - Ray Summit 2024

0 rewiews
Dive into Intel's optimization strategies for vLLM on CPUs and XPUs, exploring technical advancements, performance data, and collaborative efforts to enhance GenAI inference efficiency.
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1 Lesons
30 minutes
On-Demand
Free-Video
tinyML

TinyML Talks France - State of the TinyML Today

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Exploration des applications, avancées et défis du TinyML, mettant en lumière son potentiel dans les systèmes à très faible consommation et son impact sur l'IA embarquée et l'IoT.
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30 Lesons
53 minutes
On-Demand
Free-Video
Linux Foundation

SMDK-Inspired Memory Management Changes for CXL

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Explore memory management changes inspired by SMDK for CXL technology, enhancing system performance and efficiency in modern computing architectures.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Project Peach - Hardware-Accelerated Multi-Cloud AI Workload Platform

0 rewiews
Project Peach: 开源端到端AI/ML解决方案，实现Kubernetes上的组件集成、一键部署和GPU管理，降低vSphere基础AI/ML工作负载门槛，未来将支持多平台扩展。
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1 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Consolidation in Benchmarking, Optimization, and Ecosystem Collaboration for AI ASICs

0 rewiews
探讨AI ASIC的基准测试、优化和生态系统协作,聚焦ByteMLPerf工具如何助力ASIC评估,提高易用性、多功能性和性能,以更好地反映实际应用场景。
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1 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Accelerating Real-Time Video Analytics on a Heterogeneous CPU and FPGA Platform

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Explore real-time video analytics acceleration using CPU+FPGA platforms. Learn about performance optimization, latency reduction, and cost-effective solutions for industrial applications like fraud detection and surveillance.
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20 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

Zero-Copy Video Streaming on Embedded Systems the Easy Way

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Efficient video streaming on embedded systems using open-source components: capturing, encoding, streaming, decoding, compositing, and displaying with hardware acceleration on i.MX6 SoC.
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1 Lesons
39 minutes
On-Demand
Free-Video
Linux Foundation

EFL - A UI Toolkit Designed for the Embedded World

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Explore EFL, a UI toolkit for embedded systems offering stable API, efficiency, and versatility. Learn its features, concepts, and applications in various devices and platforms.
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1 Lesons
49 minutes
On-Demand
Free-Video
USENIX

Models on the Move: Towards Feasible Embedded AI for Intrusion Detection on Vehicular CAN Bus

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Innovative AI model for efficient intrusion detection on vehicular CAN bus, enhancing automotive cybersecurity with high accuracy and low latency using FPGA hardware acceleration.
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1 Lesons
18 minutes
On-Demand
Free-Video
OpenUK

Accelerating Packet Capture Using FPGA

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Explore FPGA-based packet capture acceleration techniques for enhanced network monitoring and analysis performance.
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1 Lesons
45 minutes
On-Demand
Free-Video
Linux Plumbers Conference

CXL Shared Memory - Progress, Challenges and Usability

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Explore CXL Shared Memory's advancements, obstacles, and practical applications in this insightful talk by John Groves at the Linux Plumbers Conference.
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1 Lesons
24 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Acceleration of Bioinformatics Workloads Through Hardware-Algorithm Co-Design and Processing-in-Memory Technologies

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Explore hardware-algorithm co-design and processing-in-memory technologies for accelerating bioinformatics workloads, focusing on genomic sequence analysis and mapping techniques.
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1 Lesons
31 minutes
On-Demand
Free-Video
OpenInfra Foundation

Virtual Data Path Acceleration (vDPA) Integration with Kolla-Ansible OpenStack Deployment

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Discover how to enhance OpenStack networking performance through vDPA integration with Kolla-Ansible, exploring implementation strategies, benefits, and real-world performance improvements.
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1 Lesons
15 minutes
On-Demand
Free-Video
OpenInfra Foundation

Virtual GPU Implementation and Configuration with OpenStack Nova

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Discover how to implement and configure vGPUs within OpenStack Nova, covering hardware requirements, use-cases, and step-by-step setup for GPU-enabled virtual machines in cloud environments.
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1 Lesons
13 minutes
On-Demand
Free-Video
OpenInfra Foundation

VGPU Management with OpenStack Nova and Cyborg Framework

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Discover how Cyborg and Nova work together to manage acceleration resources like GPUs, FPGAs, and SmartNICs in OpenStack environments, enhancing cloud infrastructure capabilities.
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1 Lesons
59 minutes
On-Demand
Free-Video
Discover AI

Cloud GPU Providers Comparison - From H100 to RTX 4090

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Explore 8 cloud GPU providers offering various options from RTX 3060 to H100 GPUs, comparing features and pricing for machine learning and LLM fine-tuning projects.
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6 Lesons
13 minutes
On-Demand
Free-Video
tinyML

System Software for Machine Learning at the Edge - tinyML Asia 2020

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Explore system software approaches for optimizing ML on edge devices, focusing on compiler and runtime techniques to maximize hardware potential for mobile and IoT applications.
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30 Lesons
32 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Empower Heterogeneous Edge AI Acceleration with Kubernetes

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Unified framework for empowering heterogeneous edge AI accelerators on Kubernetes, addressing challenges in detection, provisioning, and boosting ML frameworks for efficient edge computing.
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1 Lesons
24 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Hardware Accelerated Service Mesh Overview

0 rewiews
Explore hardware enablement for Envoy, focusing on challenges and solutions using CryptoMb, QAT, and DLB contrib extensions as examples in service mesh acceleration.
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1 Lesons
39 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

gRPC Tapping Filter with Hardware Acceleration in Service Mesh

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Explore gRPC tapping filter optimization in service mesh, featuring streaming Grpc Sink and hardware-accelerated memory copy for improved performance and scalability in high-traffic microservice architectures.
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1 Lesons
32 minutes
On-Demand
Free-Video
JetBrains

FXGL: Cross-platform JavaFX Game Engine for Java and Kotlin

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Learn to develop high-performance cross-platform games using FXGL, a JavaFX game engine. Explore cutting-edge features and gain resources for creating games in Java and Kotlin.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Java

TornadoVM: Heterogeneous Programming Framework for Java

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Explore TornadoVM, a Java framework for heterogeneous computing on CPUs, GPUs, and FPGAs. Learn its API, compiler, and runtime system for optimized performance across diverse hardware.
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14 Lesons
41 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Tracing HTTP/2 Traffic Using gRPC Tapping Filter with Hardware Acceleration

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Explore advanced HTTP/2 traffic tracing techniques using gRPC tapping filter, enhanced with hardware acceleration for improved performance in microservice architectures.
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1 Lesons
32 minutes
On-Demand
Free-Video
Fields Institute

Controlling Chaos Using Edge Computing Hardware

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Explore cutting-edge techniques for controlling chaos through edge computing hardware, presented by a leading expert from The Ohio State University.
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1 Lesons
25 minutes
On-Demand
Free-Video
SNIAVideo

Hardware-accelerated Data Integrity Check on Computational Storage Devices

0 rewiews
Discover how hardware-accelerated data integrity checks on Computational Storage Devices enhance performance, reduce data transfer overhead, and enable scalable storage solutions through practical demonstrations.
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1 Lesons
50 minutes
On-Demand
Free-Video
SNIAVideo

Accelerating Encryption for Solid State Storage Drives

0 rewiews
Discover how hardware acceleration enhances encryption and decryption in SSD storage systems using RISC-V architecture, improving throughput and power efficiency through configurable design implementations.
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1 Lesons
25 minutes
On-Demand
Free-Video
SNIAVideo

VMware Memory Vision for Real-World Applications - Memory Tiering and CXL Implementation

0 rewiews
Explore VMware's memory innovations journey, from persistent memory to CXL technology, focusing on performance improvements, TCO reduction, and real-world applications in mission-critical databases and AI/ML workloads.
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1 Lesons
19 minutes
On-Demand
Free-Video
SNIAVideo

Infrastructure Programming with IPU for Storage Orchestration and Management

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Discover how Infrastructure Programming Units (IPUs) simplify storage orchestration by offloading complex workloads from compute nodes, improving efficiency and scalability in cloud environments.
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14 Lesons
20 minutes
On-Demand
Free-Video
X.Org Foundation

Unleash the Graphics Magic - OpenGL and OpenGL ES Development for Apple M1 and M2

0 rewiews
Discover the journey of OpenGL driver development for Apple M1/M2, exploring hardware magic, conformance achievements, and the intricate code behind graphics acceleration.
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1 Lesons
37 minutes
On-Demand
Free-Video
OpenInfra Foundation

Cross-Architecture Dynamic Migration Solution for Heterogeneous AI Acceleration Systems

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Discover a unified solution for seamless application migration across diverse AI accelerators, enabling cross-architecture compilation and dynamic runtime adaptation without code modifications.
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1 Lesons
11 minutes
On-Demand
Free-Video
SNIAVideo

SDXI Internals and Standardizing Memory to Memory Data Movement

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Delve into memory-to-memory data movement standardization through SNIA's SDXI specification, exploring acceleration techniques, use cases, and future developments for modern system architectures.
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1 Lesons
47 minutes
On-Demand
Free-Video
SNIAVideo

Latest Developments in SNIA Computational Storage - Implementation and Security Updates

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Explore the latest developments in Computational Storage, including deployment strategies, security considerations, and implementation guidelines from SNIA's Technical Work Group leadership.
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1 Lesons
49 minutes
On-Demand
Free-Video
SNIAVideo

Making Real File Systems Faster with Applied Computational Storage - SDC 2022

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Explore how computational storage revolutionizes file systems through real-world demonstrations of NVMe standards, ZFS acceleration, and distributed computational offloads near storage devices.
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15 Lesons
43 minutes
On-Demand
Free-Video
MIT HAN Lab

EfficientML.AI - Introduction to Efficient Machine Learning

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Master efficient machine learning techniques and optimization strategies for deploying ML models in resource-constrained environments, focusing on practical implementation methods.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
OpenInfra Foundation

Sokovan - Container Orchestrator for Accelerated AI/ML Workloads and Massive Scale GPU Computing

0 rewiews
Discover how Sokovan optimizes AI/ML workloads through intelligent container orchestration, featuring dual-layer scheduling and hardware acceleration integration for enhanced GPU computing performance.
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1 Lesons
28 minutes
On-Demand
Free-Video
SNIAVideo

Protecting NVMe/TCP PDU Data at 400 Gbps Using Hardware Accelerators

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Explore high-performance data protection techniques for NVMe/TCP using SPDK acceleration framework, comparing ISA-L and Intel DSA implementations for efficient data digest computation at 400 Gbps speeds.
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1 Lesons
28 minutes
On-Demand
Free-Video
SNIAVideo

Storage Virtualization and Hardware-agnostic Acceleration Using IPDK and xPU

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Discover how IPDK enables vendor-agnostic storage virtualization and hardware acceleration, allowing standard drivers to access remote storage at scale while leveraging SmartNIC/DPU/IPU/xPU capabilities.
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1 Lesons
37 minutes
On-Demand
Free-Video
SNIAVideo

Hardware Accelerated ZFS Using Computational Storage - SDC 2022

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Discover how to accelerate ZFS performance using computational storage devices and DPUs, exploring hardware-software integration techniques that boost storage system efficiency by 10-30x.
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14 Lesons
38 minutes
On-Demand
Free-Video
SNIAVideo

Smart Data Accelerator Interface - Use Cases, Futures and Proof Points

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Discover the latest developments in memory-to-memory data movement and acceleration through SNIA's SDXI standard, exploring use cases in AI and emerging technologies for enhanced data processing capabilities.
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1 Lesons
15 minutes
On-Demand
Free-Video
SNIAVideo

SPDK Accelerator Framework: Evolution from Copy Framework to Modern Hardware Acceleration

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Explore the evolution of SPDK's Accelerator Framework, from basic IOAT support to a robust system with 8 operations and 7 accelerators, including the new Intel® Data Streaming Accelerator.
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1 Lesons
37 minutes
On-Demand
Free-Video
Data Science Conference

Custom Chips Needed for Efficient High-Performance Computing

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Explore the future of computing power through custom hardware solutions, from manycore systems to silicon development, addressing latency and energy efficiency challenges in high-performance computing.
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1 Lesons
24 minutes
On-Demand
Free-Video
SNIAVideo

SmartNICs and SmartSSDs: Impact on Data Center Technology and Future Acceleration

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Explore the evolution of SmartNICs and SmartSSDs in data centers, their market impact, and how emerging technologies like PCIe 5 and CXL are shaping the future of smart acceleration.
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1 Lesons
50 minutes
On-Demand
Free-Video
Linux Foundation

The CFU: Custom Hardware with RISC-V and Zephyr

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Explore custom hardware integration using RISC-V's Custom Function Unit and Zephyr RTOS on FPGAs, enhancing embedded system performance and flexibility.
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1 Lesons
11 minutes
On-Demand
Free-Video
Colin O'Flynn

FlexibleIP - IPv6 Stack for Low-Power Devices Paper Presentation

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Explore IPv6 stack optimization for low-power devices, covering cross-layer design, hardware acceleration, header compression, and implementation examples with performance analysis.
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21 Lesons
32 minutes
On-Demand
Free-Video
Java

Project Sumatra - GPU Acceleration for Java

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Explore GPU workloads, AMD's Accelerated Processing Unit, and the Sumatra prototype for Java optimization using Stream API and HSAIL technologies.
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8 Lesons
33 minutes
On-Demand
Free-Video
tinyML

Optimizing Data-Flow in Binary Neural Networks

0 rewiews
Explore optimizing data flow in Binary Neural Networks, focusing on hardware efficiency, quantization techniques, and accuracy improvements for embedded systems.
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14 Lesons
20 minutes
On-Demand
Free-Video
tinyML

Embedded Machine Learning in the Real World

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Explore embedded ML applications, challenges, and opportunities in real-world scenarios, focusing on tiny models, accelerated hardware, and practical tooling.
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11 Lesons
27 minutes
On-Demand
Free-Video
tinyML

TinyML Talks - SRAM Based In-Memory Computing for Energy-Efficient AI Inference

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Explore SRAM-based in-memory computing for energy-efficient AI inference, covering bitcell circuits, architectures, and design optimization for improved performance in low-power processors.
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22 Lesons
59 minutes
On-Demand
Free-Video
tinyML

hls4ml: An Open-Source Co-Design Workflow for Scientific Low-Power Machine Learning Devices

0 rewiews
Explore hls4ml, an open-source workflow for implementing machine learning algorithms on FPGAs and ASICs, enabling real-time processing for scientific applications and accelerating discoveries.
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5 Lesons
21 minutes
On-Demand
Free-Video
tinyML

Smartphone Impostor Detection with Behavioral Data Privacy and Minimalist Hardware Support

0 rewiews
Innovative smartphone security: Deep Learning for quick impostor detection, preserving user privacy with on-device processing and minimal hardware support.
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13 Lesons
21 minutes
On-Demand
Free-Video
tinyML

Many Shades of Acceleration - An Open TinyML Platform Perspective

0 rewiews
Explore extreme edge AI, energy efficiency, and acceleration techniques for TinyML applications with insights from the PULP platform and RISC-V processors.
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23 Lesons
55 minutes
On-Demand
Free-Video
Docker

Containerizing Hardware Accelerated Applications Using GPUs and FPGAs

0 rewiews
Explore containerizing hardware-accelerated applications, focusing on GPU-accelerated media processing. Learn benefits, challenges, and performance implications of this approach.
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6 Lesons
21 minutes
On-Demand
Free-Video
Linux Foundation

Hardware Friendly Vhost vDPA: Towards an Efficient and Migratable Device Model

0 rewiews
Simplified vhost-vdpa device model for efficient live migration of hardware-backed vDPA devices, addressing challenges and proposing new interfaces for state management and migration.
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1 Lesons
31 minutes
On-Demand
Free-Video
Linux Foundation

Current State of Graphics Virtualization Upstream

0 rewiews
Explore the latest developments in Linux graphics virtualization, focusing on open-source solutions for containerized and virtualized workloads in modern hardware environments.
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7 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

State of Art for Enabling Performance Sensitive Workloads and Future Needs

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Experts discuss cutting-edge techniques for optimizing performance-sensitive workloads, exploring current challenges and future directions in system optimization and resource management.
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9 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Stateless HEVC Decoding in Mainline Linux - The Rocky Road to Becoming a Stable API

0 rewiews
Explore the journey of implementing stateless HEVC decoding in Linux, covering API design challenges, hardware requirements, and the path to stability in the mainline kernel.
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11 Lesons
18 minutes
On-Demand
Free-Video
Linux Foundation

Container CXL Memory Interface

0 rewiews
Explore the Container CXL Memory Interface with Hongjian Fan, gaining insights into this advanced technology and its applications in modern computing systems.
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1 Lesons
30 minutes
On-Demand
Free-Video
Linux Foundation

Container CXL Memory Interface

0 rewiews
Explore the Container CXL Memory Interface with Hongjian Fan, delving into its architecture, implementation, and impact on system performance and resource management.
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1 Lesons
30 minutes
On-Demand
Free-Video
Linux Foundation

Linux Stateless Video Decoder Support

0 rewiews
Explore stateless video decoder support in Linux, focusing on implementation, benefits, and future developments for efficient multimedia processing.
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1 Lesons
46 minutes
On-Demand
Free-Video
Linux Foundation

Live Migration with Hardware Acceleration

0 rewiews
Explore hardware-accelerated live migration techniques for improved efficiency and performance in virtualized environments.
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1 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

Writing Your Own Kernel Cryptographic Accelerator Driver

0 rewiews
Learn to develop a kernel cryptographic accelerator driver, exploring hardware acceleration techniques and Linux kernel integration for enhanced security and performance.
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1 Lesons
39 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Compute Express Link Microconference - LPC 2023

0 rewiews
Explore Compute Express Link technology and its applications in modern computing systems at this Linux Plumbers Conference session.
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1 Lesons
3 hours 53 minutes
On-Demand
Free-Video
TheIACR

Hardware Acceleration and Instruction Set Extensions

0 rewiews
Explore hardware acceleration and instruction set extensions in cryptography at CHES 2023, featuring cutting-edge research and expert insights.
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1 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Linux Foundation

Apache Commons Crypto - Optimized Cross-Platform Cryptographic Library

0 rewiews
Explore Apache Commons Crypto, a high-performance cryptographic library optimized with AES-NI and hardware random number generation, offering Java developers strong and efficient AES encryption/decryption capabilities.
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1 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Linux Cryptographic Acceleration on an i.MX6

0 rewiews
Explore cryptographic acceleration on i.MX6, covering CAAM enablement, userspace connectivity, and performance comparisons of different approaches for securing IoT devices.
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22 Lesons
47 minutes
On-Demand
Free-Video
Linux Foundation

An Overview of the Linux Kernel Crypto Subsystem

0 rewiews
Comprehensive exploration of Linux kernel's cryptographic subsystem, covering its components, interfaces, hardware acceleration, and best practices for kernel and driver development.
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1 Lesons
51 minutes
On-Demand
Free-Video
Linux Foundation

OpenSSL Hardware Offload Enhancement for TLS Acceleration

0 rewiews
Exploring OpenSSL's asynchronous acceleration framework for enhanced TLS performance, including implementation in Nginx and VPP, and recent improvements for efficient kernel bypass communication.
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12 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Multi-Cloud Machine Learning Data and Workflow with Kubernetes

0 rewiews
Explore building a multi-cloud ML platform using Kubernetes for autonomous vehicles, addressing data management, scheduling, and hardware support across diverse environments.
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1 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

Linux Encryption Performance Improvements and Best Practices

0 rewiews
Explore recent Linux cryptographic stack improvements, covering TLS, dm-crypt, and hardware acceleration. Learn how enhanced encryption performance can bolster data protection across various architectures.
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14 Lesons
41 minutes
On-Demand
Free-Video
Linux Foundation

Analysis of AMD Hardware-Assisted Virtual IOMMU Implementation and Performance

0 rewiews
Explore AMD's hardware-assisted vIOMMU implementation, its performance impact, and integration with QEMU and host drivers for enhanced DMA remapping and guest IOMMU support.
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11 Lesons
26 minutes
On-Demand
Free-Video
Yannic Kilcher

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

0 rewiews
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
Linux Foundation

Vendor-Neutral GPU Programming in Chapel

0 rewiews
Explore Chapel's vendor-neutral GPU support for portable, parallel computing across diverse hardware. Learn to write GPU-enabled programs and discover opportunities for open-source involvement.
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1 Lesons
27 minutes
On-Demand
Free-Video
Yannic Kilcher

Scalable MatMul-free Language Modeling - Paper Explained

0 rewiews
Explore innovative MatMul-free language modeling techniques using quantization and recurrence, achieving comparable performance to traditional models while significantly reducing computational costs and memory usage.
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8 Lesons
50 minutes
On-Demand
Free-Video
Linux Foundation

CXL Memory Compression

0 rewiews
Explore memory compression techniques for CXL technology, enhancing data center efficiency and performance in modern computing infrastructures.
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1 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

Hugging Face Accelerate: Making Device-Agnostic ML Training and Inference Easy at Scale

0 rewiews
Learn to simplify ML model training and inference across devices using Hugging Face Accelerate. Explore its low-level interface, hardware compatibility, and scalable deployment features.
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1 Lesons
23 minutes
On-Demand
Free-Video
USENIX

NN-Defined Modulator - Reconfigurable and Portable Software Modulator for IoT Gateways

0 rewiews
Innovative approach using neural networks for IoT gateway modulators, offering improved extensibility and portability across diverse hardware platforms with enhanced efficiency.
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1 Lesons
16 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

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

0 rewiews
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
The Machine Learning Engineer

LLM Efficient Inference in CPUs and Intel GPUs - Intel Neural Speed

0 rewiews
Optimize LLM inference on Intel CPUs and GPUs using Neural Speed. Explore efficient techniques for enhanced performance in machine learning and data science applications.
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1 Lesons
30 minutes
On-Demand
Free-Video
ACM SIGPLAN

Software and Hardware for Sparse Machine Learning

0 rewiews
Explore cutting-edge software and hardware solutions for sparse machine learning, enhancing efficiency and performance in ML applications.
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1 Lesons
18 minutes
On-Demand
Free-Video
AI Institute at UofSC - #AIISC

Neuromorphic Computing - An Overview

0 rewiews
Explore neuromorphic computing principles and applications with expert Ramashish Gaurav, gaining insights into brain-inspired computational models and their potential impact on AI.
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1 Lesons
49 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Information Processing with Photonic Hardware Neural Networks

0 rewiews
Explore photonic hardware neural networks for advanced information processing, focusing on cutting-edge applications and technological advancements.
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1 Lesons
42 minutes
On-Demand
Free-Video
MIT HAN Lab

EfficientML.ai Lecture - Introduction to Efficient Machine Learning

0 rewiews
Explore cutting-edge techniques for optimizing machine learning models, focusing on efficiency and performance in real-world applications.
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1 Lesons
1 hour 34 minutes
On-Demand
Free-Video
HOTI - Hot Interconnects Symposium

Leveraging SmartNICs for HPC and Data Center Applications - Part 2

0 rewiews
Dive into advanced SmartNIC implementation strategies for optimizing high-performance computing and data center operations, covering deployment techniques and performance optimization.
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1 Lesons
2 hours 32 minutes
On-Demand
Free-Video
0xdade

U2F Zero - Secure Hardware Design, DIY Mass Production, and Amazon Prime

0 rewiews
Explore U2F Zero: secure hardware design, DIY production, and Amazon Prime sales. Learn about hardware acceleration, manufacturing challenges, and cost breakdown for this innovative security device.
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8 Lesons
21 minutes
On-Demand
Free-Video
USENIX

Tiara - A Scalable and Efficient Hardware Acceleration Architecture for Stateful Layer-4 Load Balancing

0 rewiews
Scalable hardware acceleration architecture for stateful layer-4 load balancing, supporting high traffic rates, large concurrent flows, and numerous new connections without traffic pattern assumptions.
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21 Lesons
18 minutes
On-Demand
Free-Video
USENIX

The nanoPU - A Nanosecond Network Stack for Datacenters

0 rewiews
Innovative NIC-CPU co-design accelerating datacenter applications with μs-scale RPCs. Features fast network-to-CPU path, hardware-supported transport and load balancing, achieving 69ns wire-to-wire response time and improved performance.
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7 Lesons
15 minutes
On-Demand
Free-Video
Hack In The Box Security Conference

HWallet - The Simple Cryptocurrency Hardware Wallet

0 rewiews
Explore the creation of a simple cryptocurrency hardware wallet, focusing on hardware acceleration, code optimization, and Bitcoin processing techniques.
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10 Lesons
22 minutes
On-Demand
Free-Video
USENIX

Waverunner - An Elegant Approach to Hardware Acceleration of State Machine Replication

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Elegant hardware acceleration for state machine replication using FPGA-based SmartNICs. Achieves high performance in common scenarios while maintaining software flexibility for rare cases.
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1 Lesons
16 minutes
On-Demand
Free-Video
USENIX

FLASH - Towards a High-performance Hardware Acceleration Architecture for Cross-silo Federated Learning

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Innovative hardware acceleration architecture for cross-silo federated learning, enhancing performance and resource utilization of cryptographic operations while preserving data privacy.
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1 Lesons
18 minutes
On-Demand
Free-Video
Devoxx

Hinting Around - Android Text Demystified

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Explore typography, Unicode, and text rendering on Android. Learn about font systems, typesetting, and performance optimization for effective text handling in app development.
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27 Lesons
54 minutes
On-Demand
Free-Video
GOTO Conferences

Massive Acceleration through the Many-core Processor

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Explore the potential of graphics cards for massive hardware acceleration, from historical developments to future prospects, with insights on production code and best practices.
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24 Lesons
52 minutes
On-Demand
Free-Video
GOTO Conferences

TensorFlow Lite - How to Accelerate Your Android and iOS App with AI

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Explore TensorFlow Lite for efficient on-device machine learning in Android and iOS apps. Learn about low-latency inference, hardware acceleration, and overcoming challenges in mobile AI implementation.
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1 Lesons
44 minutes
On-Demand
Free-Video
linux.conf.au

Bringing WebM Alpha Support to GStreamer

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Explore WebM Alpha support in GStreamer, including retro alpha specification, software and hardware-accelerated decoders, and implementation architecture for transparent video transitions.
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17 Lesons
41 minutes
On-Demand
Free-Video
code::dive conference

Hardware Aided Computing

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Explore hardware-aided computing techniques to enhance software performance and efficiency in modern systems.
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1 Lesons
40 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

What You Didn’t Know About Ingress Controllers’ Performance

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Detailed performance analysis of Kubernetes Ingress Controllers, focusing on proxy server optimization, TLS operations, hardware acceleration, and resource allocation for improved HTTP request latency.
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19 Lesons
28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Accelerate and Autoscale Deep Learning Inference on GPUs with KFServing

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Explore KFServing for efficient GPU-based deep learning inference, focusing on BERT models. Learn about scalability, performance optimization, and real-world applications in financial data processing.
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1 Lesons
37 minutes
On-Demand
Free-Video
JSConf

Chakra - Building a New JavaScript Engine for Internet Explorer 9

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Explore the development of Chakra, IE9's JavaScript engine, focusing on performance improvements, new features, and its impact on web browsing speed and efficiency.
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22 Lesons
37 minutes
On-Demand
Free-Video