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#Parallel Processing

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University of Houston-Clear Lake

Fusing Physics and Video Game Technology to Build a Commercial Drilling Training Simulator

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Explore the fusion of physics and gaming tech in building a commercial drilling simulator, offering immersive training for precision horizontal drilling in virtual environments.
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11 Lesons
53 minutes
On-Demand
Free-Video
Anyscale

The Evolution of Multi-GPU Inference in vLLM

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Dive into advanced parallelism strategies for distributed LLM inference, exploring tensor, pipeline, and expert parallelism techniques through vLLM's architecture and optimization approaches.
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1 Lesons
31 minutes
On-Demand
Free-Video
CMU Database Group

Query Execution Part 1 - Introduction to Database Systems - Lecture 13

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Dive into database query execution fundamentals, covering processing models, access methods, and optimization techniques for efficient data retrieval and manipulation.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
try! Swift Conference

Parallel Socket Communication in Swift

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Explore socket communication and parallel processing in Swift, learning POSIX sockets implementation and leveraging Swift's capabilities for complex network applications.
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1 Lesons
20 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Langchain: Cómo Encadenar Múltiples Chains en Español

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Aprende a encadenar y ejecutar Chains de forma secuencial o paralela en Langchain para optimizar el procesamiento de lenguaje natural.
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1 Lesons
49 minutes
On-Demand
Free-Video
Inside Livermore Lab

A Full-Wave Electromagnetic Simulator for Frequency-Domain S-Parameter Calculations

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Explore an open-source electromagnetic simulator for S-parameter calculations, featuring adaptive mesh refinement, arbitrary order finite elements, and parallel processing using MFEM.
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1 Lesons
57 minutes
On-Demand
Free-Video
Yocto Project

Making Bitbake PSI-chic: Regulating Builds Using /proc/pressure

0 rewiews
Optimize bitbake builds using /proc/pressure to regulate task creation, maintaining system responsiveness without sacrificing throughput. Learn to set effective BB_PRESSURE_MAX variables.
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12 Lesons
13 minutes
On-Demand
Free-Video
Anyscale

Transforming Large-Scale Data Processing for AI and Science

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Discover how IBM leverages Ray for massive-scale data processing, focusing on the Data Prep Kit's capabilities in AI training and scientific research applications.
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1 Lesons
11 minutes
On-Demand
Free-Video
Bryan Cafferky

Understanding Spark SQL - Lesson 6

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Explore Spark SQL's powerful features for data engineering, including query optimizations and support for Python, R, and Scala, enhancing parallel processing performance.
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8 Lesons
27 minutes
On-Demand
Free-Video
Java

Big Data Analytics and Processing Techniques

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Explore big data concepts, distributed systems, and analytics techniques with expert Cliff Click, covering data motion, compression, and efficient processing strategies.
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18 Lesons
28 minutes
On-Demand
Free-Video
CMU Database Group

Yellowbrick Data Warehouse System - Lecture 21

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Explore Yellowbrick's innovative data warehouse system, its architecture, and performance optimizations for analytical workloads in this advanced database systems lecture.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
media.ccc.de

No More Loopy Code: Data Science Goes Functional

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Explore functional programming principles in data science to enhance reliability, maintainability, and reproducibility of workflows. Learn to improve code clarity and debugging through practical examples.
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1 Lesons
51 minutes
On-Demand
Free-Video
Waves Audio

Mixing with the Scheps Parallel Particles Plugin

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Grammy-winning engineer Andrew Scheps demonstrates mixing techniques using his Waves plugin, showcasing professional strategies for enhancing tracks and achieving a polished sound.
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1 Lesons
33 minutes
On-Demand
Free-Video
Simons Institute

Thalamocortical System II

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Explore thalamocortical system's cell types, synapses, and processing mechanisms. Gain insights into retinal and cortical structures, neurotransmitters, and sensory integration in the brain.
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21 Lesons
1 hour 4 minutes
On-Demand
Free-Video
GOTO Conferences

DuckDB: Crunching Data Anywhere - From Laptops to Servers

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Discover how DuckDB enables efficient data analysis across devices, from processing hundreds of gigabytes on laptops to terabytes on servers, with native support for SQL and popular file formats.
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16 Lesons
37 minutes
On-Demand
Free-Video
Julia Silge

Predict Giant Pumpkin Weights With Tidymodels Workflowsets

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Learn to predict giant pumpkin weights using tidymodels workflowsets. Explore data visualization, modeling techniques, and parallel processing for efficient analysis of #TidyTuesday pumpkin competition data.
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11 Lesons
37 minutes
On-Demand
Free-Video
Linux Foundation

Beyond CUDA: GPU Accelerated Machine Learning on Cross-Vendor Graphics Cards with Vulkan Kompute

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Explore GPU-accelerated machine learning across multiple vendors using Vulkan Kompute. Learn parallel processing options, Vulkan basics, and implement a linear regression example on diverse graphics cards.
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19 Lesons
29 minutes
On-Demand
Free-Video
echohive

Building a Local SQLite Vector Database for Multi-Modal Image Search

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Build a SQLite vector database for image search using embeddings and GPT Vision, enabling cosine similarity queries to find relevant images based on user input.
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9 Lesons
16 minutes
On-Demand
Free-Video
Scala Days Conferences

Supercharge Your Performance with the Optimus Cirrus Platform

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Discover how Optimus Cirrus platform leverages Scala and functional programming to dramatically reduce compile times and boost performance in large-scale software development at Morgan Stanley.
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1 Lesons
42 minutes
On-Demand
Free-Video
Data Science Dojo

Scale R to Big Data with Hadoop & Spark

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Learn to scale R for big data using Hadoop and Spark. Set up a Spark cluster, wrangle HDFS data, and build/deploy machine learning models using Microsoft R Server and distributed processing libraries.
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1 Lesons
1 hour 10 minutes
On-Demand
Free-Video
CodeWithHarry

MultiProcessing in Python - Python Tutorial Day 98

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Learn to optimize Python programs using multiprocessing, enhancing performance by utilizing multiple CPU cores for parallel execution of tasks.
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1 Lesons
20 minutes
On-Demand
Free-Video
Java

Lightweight Relations - Efficient Many-to-Many Data Structures in Java

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Efficient implementation of multi-maps and many-to-many relations in Java, focusing on memory optimization and performance enhancements for large-scale data processing.
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1 Lesons
34 minutes
On-Demand
Free-Video
Java

Parallel Streams and CompletableFuture: Concurrency in Java 8 - Optimization Techniques

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Explore Java 8's parallel streams and CompletableFuture for optimizing program speed, with insights on ExecutorService and concurrent programming techniques.
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28 Lesons
48 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
ACCU Conference

The Benefits of Learning a Different Programming Language

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Explore the advantages of learning diverse programming languages, focusing on APL's array processing and functional paradigm, to enhance overall coding skills and adapt to modern hardware trends.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Discover AI

Comparing GraphRAG and SpeculativeRAG Systems for Knowledge Integration

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Explore the latest advancements in RAG systems, comparing GraphRAG and SpeculativeRAG frameworks for optimal performance in knowledge integration and response generation.
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1 Lesons
26 minutes
On-Demand
Free-Video
ACM SIGPLAN

Scalable Linear Invariant Generation with Farkas' Lemma

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Explore scalable linear invariant generation techniques using Farkas' Lemma, improving efficiency and accuracy for affine programs without compromising completeness.
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1 Lesons
18 minutes
On-Demand
Free-Video
Steve Brunton

Moore's Law, Exponential Growth, and Extrapolation!

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Explore Moore's Law, exponential growth in computing, and its impact on AI, scientific computing, and future technologies. Understand the implications for technological advancement.
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13 Lesons
30 minutes
On-Demand
Free-Video
Raw Coding

Video Editing with ASP.NET Core, C#, FFMPEG, and LinqPad - Tricking Library Episode 17

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Learn to integrate FFMPEG with C# for video editing, including audio/video removal and parallel processing, using ASP.NET Core and LinqPad.
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9 Lesons
26 minutes
On-Demand
Free-Video
Julia Silge

Tuning Random Forest Hyperparameters with Tidymodels

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Learn to optimize random forest models using tidymodels, exploring hyperparameter tuning techniques with San Francisco tree data for improved predictive performance.
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31 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Julia Silge

Hyperparameter Tuning Using Tidymodels

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Explore hyperparameter tuning for random forest models using global food consumption data, enhancing model performance and gaining insights into international dietary patterns.
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11 Lesons
30 minutes
On-Demand
Free-Video
Java

Reduction on GPUs

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Explore GPU reduction techniques with Eric Caspole, enhancing your understanding of parallel computing and optimizing performance in GPU-based applications.
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1 Lesons
31 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
Association for Computing Machinery (ACM)

Desires and Diversions - Allen Newell's Retrospective on Scientific Pursuits

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Explore Allen Newell's scientific journey, insights on problem-solving, and reflections on his groundbreaking work in artificial intelligence and cognitive psychology.
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21 Lesons
1 hour 35 minutes
On-Demand
Free-Video
Databricks

Efficient Large-Scale Language Model Training on GPU Clusters

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Explores advanced techniques for efficient large-scale language model training on GPU clusters, discussing parallelism methods, novel scheduling, and performance optimization to achieve unprecedented model sizes and training speeds.
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15 Lesons
23 minutes
On-Demand
Free-Video
The Cherno

Faster Ray Tracing with Multithreading - Ray Tracing Series

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Explore multithreading techniques to optimize ray tracing performance. Learn how to implement parallel processing for faster rendering and improved efficiency in C++ ray tracing algorithms.
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1 Lesons
22 minutes
On-Demand
Free-Video
Linux Foundation

Making CI/CD Builds Faster

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Learn strategies to optimize CI/CD builds, including resource allocation, parallel processing, caching, and selective execution, to enhance development efficiency and productivity.
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14 Lesons
49 minutes
On-Demand
Free-Video
JavaScript Conferences by GitNation

End the Pain: Rethinking CI for Large Monorepos

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Explore the future of CI for large monorepos: smart parallelization, minimal configuration, and efficient task distribution. Learn how to optimize your CI pipeline for improved developer productivity.
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1 Lesons
25 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Navigating the Processing Unit Landscape in Kubernetes for AI Use Cases

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Explore specialized processing units for AI/ML workloads in Kubernetes. Learn about GPUs and TPUs, their strengths, and effective implementation strategies for parallel processing in AI applications.
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1 Lesons
36 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Accelerating Linux Kernel Boot-Up for Large Multi-Core Systems

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Explore techniques to speed up Linux kernel boot times on large multi-core systems, enhancing system efficiency and performance.
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1 Lesons
20 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
CNCF [Cloud Native Computing Foundation]

Cloud Native Rust Workshop - Let's Go Parallel with Rust

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Build a Rust server from scratch, exploring parallelization with threads and async programming. Gain hands-on experience with Rust's concurrency features in a cloud-native context.
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1 Lesons
2 hours 2 minutes
On-Demand
Free-Video
Devoxx

The Dark Side of Java 8 - Lessons Learned

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Explores Java 8's flaws, bugs, and design inconsistencies, offering insights on addressing issues like broken Stream#flatmap and parallel processing challenges. Provides practical solutions for developers.
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9 Lesons
47 minutes
On-Demand
Free-Video
Devoxx

Java Performance Puzzlers 2018 - New Performance Puzzles

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Explore surprising Java performance issues, comparing new and old language features to understand JVM complexity. Gain insights into optimizing code and improving efficiency.
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9 Lesons
48 minutes
On-Demand
Free-Video
GOTO Conferences

Microservice Message Routing on Kubernetes

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Explore advanced message routing in microservices on Kubernetes, covering command-query segregation, domain-driven design, and distributed event buses for efficient, scalable architectures.
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22 Lesons
48 minutes
On-Demand
Free-Video
Society for Industrial and Applied Mathematics

Online Parallel Paging and Green Paging

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Explore optimal algorithms for parallel paging, addressing cache sharing among processors. Discover connections to green paging and learn about O(log p)-competitive algorithms for both problems.
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19 Lesons
45 minutes
On-Demand
Free-Video
USENIX

From Laptop to Lambda - Outsourcing Everyday Jobs to Thousands of Transient Functional Containers

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Explore gg, a framework enabling near-interactive execution of everyday tasks using thousands of parallel cloud functions, revolutionizing how we approach resource-intensive computing jobs.
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1 Lesons
21 minutes
On-Demand
Free-Video
Black Hat

OptiROP - Hunting for ROP Gadgets in Style

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Discover efficient ROP gadget hunting with OptiROP, a tool using semantic queries for quick, precise results across executable formats on x86/x64 architectures. Simplify shellcode development.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
USENIX

BWoS - Formally Verified Block-based Work Stealing for Parallel Processing

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Innovative block-based work stealing technique for parallel processing, improving performance and reducing interference in multicore systems. Formally verified and optimized for weak memory models.
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1 Lesons
15 minutes
On-Demand
Free-Video
Devoxx

SIMD Parallel Programming with the Vector API

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Explore SIMD parallel programming techniques using the Vector API, enhancing performance and efficiency in Java applications.
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1 Lesons
52 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
CppNow

Numerical Weather Prediction - Facing the Future with C++

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Explore numerical weather prediction's future with C++, addressing challenges in data processing, scalability, and power efficiency for complex atmospheric modeling and forecasting.
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48 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

BLADE - The Allen Telescope Array CUDA-Accelerated Real-Time DSP Library

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Explore GPU-accelerated real-time DSP for radio astronomy, focusing on BLADE software's innovative techniques for processing massive data streams from the Allen Telescope Array.
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34 Lesons
50 minutes
On-Demand
Free-Video
PyCon US

Orcha - Procesamiento Masivo Paralelo - MPP y Diseño de APIs

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Explora Orcha, una herramienta de orquestación para paralelizar pruebas de forma masiva, optimizando recursos y reduciendo tiempos de ejecución en entornos de desarrollo complejos.
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1 Lesons
31 minutes
On-Demand
Free-Video
PASS Data Community Summit

The Modern Data Warehouse

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Explore Microsoft's approach to evolving data warehouse infrastructure, addressing explosive data growth and new data types. Learn about scale-out technologies, in-memory performance, and Hadoop integration.
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14 Lesons
57 minutes
On-Demand
Free-Video
PASS Data Community Summit

Perfect Fits for Azure SQL Database Migrations

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Explore Azure SQL Database migrations, including challenges, limits, and best practices for new projects, instrumentation, web apps, parallel processing, and data warehousing.
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10 Lesons
58 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Beyond CUDA - GPU Accelerated Computing on Cross-Vendor Graphics Cards with Vulkan Kompute - AMD, Qualcomm, NVIDIA & Friends

0 rewiews
Explore cross-vendor GPU computing with Vulkan and Kompute. Learn to write GPU-accelerated machine learning algorithms using Python and C++, applicable to various GPUs including AMD, Qualcomm, and NVIDIA.
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18 Lesons
29 minutes
On-Demand
Free-Video
Ruby Central

What the Fork?

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Explore Unix fork() system call, its role in Rails development/production, and techniques for optimizing memory usage and parallel processing in Ruby applications.
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11 Lesons
39 minutes
On-Demand
Free-Video
JSConf

Arbitrary Computation on the GPU Using WebGL

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Explore GPU parallel processing with WebGL beyond graphics, including data handling, JavaScript integration, and potential challenges in leveraging GPU power for diverse computations.
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1 Lesons
23 minutes
On-Demand
Free-Video
Waves Audio

Sound Design Techniques - The Killer Chain Part 2: Parallel Processing

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Graham Reznick demonstrates advanced parallel processing techniques for horror film sound design, showcasing unique plugin combinations to create immersive and unsettling audio effects.
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11 Lesons
23 minutes
On-Demand
Free-Video
EDMProd

7 Major Distortion Mistakes to Avoid in Electronic Music Production

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Master essential techniques to avoid common distortion mistakes in EDM production, from choosing the right type to proper EQ and parallel processing methods.
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8 Lesons
18 minutes
On-Demand
Free-Video
EDMProd

The Most Overused Vocal Trick - Understanding Formant Shifting in Music Production

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Discover the power of formant shifting in music production, from creating interesting vocal effects to synth manipulation, with practical examples and plugin recommendations.
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12 Lesons
16 minutes
On-Demand
Free-Video
Code Sync

Distributed and Parallel Image Processing on Livebook - ElixirConf EU 2023

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Explore distributed and parallel image processing in Elixir using Livebook. Learn to implement face-hiding techniques with Nx and Evision, leveraging Flow for faster and more robust processing.
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8 Lesons
29 minutes
On-Demand
Free-Video
Devoxx Poland

Configuring JVM Thread Pools for Optimal CPU Utilization

0 rewiews
Optimize JVM thread pools for maximum CPU efficiency. Learn configuration techniques to enhance performance and resource utilization in Java applications.
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1 Lesons
28 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Fast Adder: Carry Select Adder

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Explore the carry select adder, a fast addition technique, and understand its principles and implementation in digital circuit design.
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1 Lesons
23 minutes
On-Demand
Free-Video
Exascale Computing Project

Jack Dongarra's Perspective on the Exascale Computing Project

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Explore computing pioneer Jack Dongarra's insights on the Exascale Computing Project's progress, achievements, and future impact on scientific research and high-performance computing.
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8 Lesons
22 minutes
On-Demand
Free-Video
SQLBits

Concurrency and Asynchronous Operations in Databases

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Explore database concurrency for scalable solutions, covering threads, synchronization, and essential knowledge for optimal performance.
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1 Lesons
52 minutes
On-Demand
Free-Video
DSDSD - Dutch Seminar on Data Systems Design

Efficient CSV Parsing - On the Complexity of Simple Things

0 rewiews
Dive into advanced CSV parsing techniques, exploring DuckDB's implementation, parallel algorithms, buffer management, and state machine transitions for handling complex CSV file processing.
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1 Lesons
51 minutes
On-Demand
Free-Video
Oxen

Understanding Medusa: A Framework for LLM Inference Acceleration with Multiple Decoding Heads

0 rewiews
Dive into the mechanics of Medusa, a framework that accelerates LLM inference through parallel token prediction and tree-based attention, enhancing AI model performance and efficiency.
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15 Lesons
52 minutes
On-Demand
Free-Video
Eclipse Foundation

Scaling Xtext - Building Commercial IDEs for Hardware Design Languages

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Discover advanced techniques for scaling domain-specific languages with Xtext, focusing on parallel processing, performance optimization, and handling complex hardware designs efficiently.
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15 Lesons
39 minutes
On-Demand
Free-Video
Codeynamics

Meshing STL Using snappyHexMesh in OpenFOAM

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Master STL meshing in OpenFOAM using snappyHexMesh. Learn file conversion, scaling, BlockMesh creation, parallel processing, mesh refinement, and boundary condition setup for CFD simulations.
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9 Lesons
42 minutes
On-Demand
Free-Video
NashKnolX

CodeCamp: Completable Future in Java - Asynchronous Programming

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Master asynchronous Java programming with CompletableFuture. Learn its benefits, limitations, and practical implementation for efficient non-blocking code execution.
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1 Lesons
57 minutes
On-Demand
Free-Video
CppCon

High Speed Query Execution with Accelerators and C++ - Lecture

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Explore advanced techniques for accelerating big data analytics using C++ and custom hardware, combining metaprogramming and novel processor architectures for optimized query execution.
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1 Lesons
43 minutes
On-Demand
Free-Video
Canonical Ubuntu

A Holistic Approach to Securing Spark-Based Data Engineering

0 rewiews
Learn to secure Apache Spark-based data engineering applications. Explore security best practices, identify threats, prioritize requirements, and implement practical steps for Kubernetes and object storage environments.
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5 Lesons
43 minutes
On-Demand
Free-Video
Databricks

Scaling MLOps to Retrain 50k Weekly Models in Parallel Using UDFs

0 rewiews
Discover how to scale MLOps for high-frequency retraining of 50k models weekly using Databricks, MLflow, and Pandas UDFs. Learn best practices for experiment tracking, code consistency, and handling data volatility at scale.
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1 Lesons
32 minutes
On-Demand
Free-Video
CMU Database Group

Towards Unified Compute Engines - Opportunities and Challenges

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Explore the future of unified compute engines through an in-depth analysis of opportunities, challenges, and architectural innovations in modern database systems.
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1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
CMU Database Group

Query Execution and ClickHouse Database Systems - Part 2

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Dive into advanced query execution concepts and ClickHouse database architecture, covering optimization techniques, processing strategies, and real-world database system implementations.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
MIT HAN Lab

TinyEngine and Parallel Processing - Lecture 11

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Explore TinyEngine and parallel processing techniques for efficient machine learning on resource-constrained devices, enhancing performance and reducing energy consumption.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
CMU Database Group

Amazon Redshift Internals - Lecture 24

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Explore Amazon Redshift's architecture, design principles, and performance optimizations with insights from a guest lecturer and former CMU PhD graduate.
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1 Lesons
1 hour
On-Demand
Free-Video
Advanced Cyberinfrastructure Training at RPI

Research Ops - Challenges and Practical Solutions for Distributed Scientific Computing

0 rewiews
Explore challenges and practical solutions for distributed scientific computing in research operations, focusing on advanced cyberinfrastructure.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
CppCon

GPU Accelerated Computing and Optimizations on Cross-Vendor Graphics Cards with Vulkan and Kompute

0 rewiews
Explore GPU acceleration and optimizations for cross-vendor graphics cards using Vulkan & Kompute. Learn to implement GPU-accelerated machine learning algorithms and leverage hardware capabilities for performance improvements.
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17 Lesons
1 hour
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building Scalable and Effective Data Pipelines with Argo for Large-Scale Metadata Processing

0 rewiews
Discover how to build high-performance data pipelines using Argo's parallelization techniques, achieving massive scale with 450% faster processing times and efficient metadata ingestion for large-scale data operations.
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1 Lesons
24 minutes
On-Demand
Free-Video
Confreaks

Challenges and Considerations When Designing a Life Cycle Tester

0 rewiews
Explore the intricacies of designing Life Cycle Testers for continuous product testing, focusing on 24/7 operations and parallel device testing using LabVIEW's capabilities.
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1 Lesons
41 minutes
On-Demand
Free-Video