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#SIMD

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Devoxx

Pushing Java to the Limits: Processing a Billion Rows in Under 2 Seconds

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Dive into an in-depth conference talk exploring how to optimize Java performance for processing massive datasets. Learn about the journey from a 4-minute reference implementation to parsing one billion rows of weather data in under two seconds. Discover…
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1 Lesons
2 hours 57 minutes
On-Demand
Free-Video
Devoxx

One Billion Row Challenge: Optimizing Java for Massive Data Processing

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Explore efficient techniques for processing massive CSV files in Java, including parallelization, optimized parsing, and custom data structures. Learn from the One Billion Row Challenge.
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1 Lesons
49 minutes
On-Demand
Free-Video
cpponsea

Unlock the Power of Parallel Computing With SWAR (SIMD Within A Register)

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Unlock parallel computing power with SWAR technique. Explore SIMD-like operations using conventional CPU registers, boosting performance for hash tables, string functions, and more. Dive into benchmarks and real-world applications.
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1 Lesons
43 minutes
On-Demand
Free-Video
The Julia Programming Language

Loop Analysis and Vectorization in Julia - JuliaCon 2020

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Explore LoopVectorization.jl for efficient loop representation, cost modeling, and vectorization strategies in Julia, enhancing performance through intra-core parallelism and SIMD operations.
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15 Lesons
25 minutes
On-Demand
Free-Video
media.ccc.de

Textverarbeitung mit SIMD-Techniken - Effiziente Stringverarbeitung für moderne Anwendungen

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Effiziente Textverarbeitung mit SIMD-Techniken: Beschleunigung von String-Operationen durch parallele Verarbeitung mehrerer Zeichen gleichzeitig, für optimierte Leistung in modernen Anwendungen.
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1 Lesons
45 minutes
On-Demand
Free-Video
OSACon

Prestissimo: The Next Generation C++ Based Presto SQL Query Engine

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Discover how Prestissimo revolutionizes Presto SQL engine with C++ runtime, delivering enhanced performance, efficient memory management, and improved CPU utilization through vectorization and runtime optimizations.
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1 Lesons
10 minutes
On-Demand
Free-Video
The ASF

Apache Arrow and Go: A Match Made in Data

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Explore Apache Arrow's Go implementation, covering Arrow and Parquet libraries, Flight server/client, C Data API integration, and performance optimization techniques.
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1 Lesons
42 minutes
On-Demand
Free-Video
Unreal Engine

Aggregating Ticks to Manage Scale in Sea of Thieves - Unreal Fest Europe 2019 - Unreal Engine

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Explore efficient techniques for managing scale in Sea of Thieves, including tick aggregation, optimization strategies, and performance improvements within Unreal Engine 4.
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29 Lesons
38 minutes
On-Demand
Free-Video
javidx9

Intrinsic Functions and Vector Processing Extensions for SIMD Parallel Operations in C++

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Explore CPU Extensions and SIMD parallel operations in C++ using Compiler Intrinsic Functions, with practical implementation in Mandelbrot Fractal generation.
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19 Lesons
56 minutes
On-Demand
Free-Video
Rust

SIMD Instructions with Rust on Android - Optimizing Performance and Portability

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Explore SIMD instructions in Rust on Android: implementation, challenges, and optimization techniques. Learn cross-platform strategies, instruction detection, and performance considerations.
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7 Lesons
48 minutes
On-Demand
Free-Video

Modern x64 Assembly

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Comprehensive guide to x64 assembly programming, covering registers, data types, instructions, and advanced topics like SIMD, with practical examples for modern applications.
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16 Lesons
4 hours 30 minutes
On-Demand
Free-Video
Java

Vectors and Values in Java - Recent Advancements and Future Developments

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Explore recent advancements in vector support for JVM and Java, including Project Valhalla's value types and their impact on efficient vector programming.
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1 Lesons
46 minutes
On-Demand
Free-Video
Java

Vector API for Java: Overview, Implementation, and Design Challenges

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Explore Java's Vector API for efficient parallel processing, enhancing performance in scientific computing, machine learning, and data-intensive applications.
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25 Lesons
46 minutes
On-Demand
Free-Video
Java

The Vector API in JDK 17 - Enhancements and Future Directions

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Explore Java's Vector API enhancements in JDK 17, enabling data parallel computation with SIMD hardware. Learn implementation, future plans, and connections to Project Valhalla.
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6 Lesons
31 minutes
On-Demand
Free-Video
Java

The Vector API - Inside Java Podcast 7

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Explore the new Vector API with Java experts John Rose and Paul Sandoz, discussing SIMD, Project Panama, and advancements in Java performance optimization.
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1 Lesons
48 minutes
On-Demand
Free-Video
Java

Writing Fast Java Code with the Vector API - JEP Café 18

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Explore Java's Vector API for SIMD-based parallel computing, boosting performance through CPU optimization. Learn creation, manipulation, and efficient use of vectors for various computations.
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16 Lesons
28 minutes
On-Demand
Free-Video
Java

Vector API - SIMD Programming in Java

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Explore SIMD programming in Java with the Vector API, enabling platform-agnostic, data-parallel operations for enhanced performance and efficiency in your applications.
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1 Lesons
43 minutes
On-Demand
Free-Video
SNIAVideo

HDD Computational Storage Performance Analysis and Benchmarking - From System Tests to IPC

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Dive into computational storage benchmarking techniques, exploring IPC analysis, SIMD programming, and inline assembler for optimizing genomics research performance on HDD systems.
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15 Lesons
38 minutes
On-Demand
Free-Video
Coding Tech

Building a Faster-Than-Rust-and-C++ Perfect Hash Table

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Explore the journey of optimizing hash tables, from basic concepts to advanced techniques, achieving performance improvements that surpass Rust and C++.
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13 Lesons
34 minutes
On-Demand
Free-Video
TheIACR

Fully Homomorphic Encryption: Advanced Techniques and Optimizations - Session 2

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Explore advanced concepts in fully homomorphic encryption, including noise management, bootstrapping techniques, and optimizations for improved performance and efficiency in secure computations.
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26 Lesons
43 minutes
On-Demand
Free-Video
CMU Database Group

Vectorized Query Execution with SIMD - Lecture 8

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Explore advanced vectorized query execution techniques using SIMD for optimized database performance in this comprehensive lecture by Prof. Andy Pavlo.
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46 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Unity

Intrinsics - Low-Level Engine Development with Burst - Unite Copenhagen

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Explore low-level engine development using Burst Compiler's expanded capabilities, including CPU intrinsics, SIMD optimization, and performance comparisons with C++.
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40 Lesons
42 minutes
On-Demand
Free-Video
code::dive conference

CPU-Friendly Code

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Explore CPU architecture, cache locality, branch prediction, and OS concepts to optimize code performance and efficiency beyond Big-O notation.
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22 Lesons
1 hour 3 minutes
On-Demand
Free-Video
CppNow

C++ Performance in Practice - Align, Vectorise, Cache, Jump!

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Explore hardware-driven C++ performance optimization techniques including memory alignment, SIMD, cache-friendliness, and branch prediction with code examples and benchmarks.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

Adventures in SIMD-Thinking

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Explore SIMD capabilities in modern hardware, focusing on SSE, AVX, and AVX-512 instruction sets. Learn to leverage C++ for improved performance in real-world computing problems through vertical thinking.
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1 Lesons
1 hour 31 minutes
On-Demand
Free-Video
CppNow

SIMD Libraries in C++

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Explore SIMD libraries in C++, including std::simd for C++26. Learn about application-level libraries, developer libraries, and design trade-offs for exploiting SIMD in modern C++ development.
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1 Lesons
1 hour 30 minutes
On-Demand
Free-Video
JSConf

JS Responsibilities

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Explore JavaScript's future with Brendan Eich as he discusses ES6, ES7, Object.observe, asm.js, value objects, operator overloading, SIMD, and threads in this insightful talk.
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1 Lesons
32 minutes
On-Demand
Free-Video
QuICS

Hardness of Scheme-Switching Between SIMD FHE Schemes - Session II

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Explore the challenges of scheme-switching in SIMD FHE schemes, focusing on theoretical aspects and potential implications for post-quantum cryptography.
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1 Lesons
23 minutes
On-Demand
Free-Video
DPDK Project

ARM64 SVE Concepts and Integration into DPDK

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Explore Arm64's Scalable Vector Extension (SVE) concepts and learn how to integrate this powerful SIMD feature into DPDK libraries for enhanced performance and hardware adaptability.
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7 Lesons
22 minutes
On-Demand
Free-Video
DPDK Project

Combining Rust and DPDK: Security, Stability, and Performance Optimization

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Explore how Rust APIs can enhance DPDK functionality through improved security, user experience, and performance optimization while processing network packets efficiently.
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16 Lesons
29 minutes
On-Demand
Free-Video
Open Compute Project

Memory Wall Mitigation and Acceleration of AI Workloads Using CXL Near Memory Computing

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Explore CXL-based Near Memory Compute architectures for hyperscale environments, focusing on acceleration solutions for data-intensive workloads and memory optimization techniques.
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1 Lesons
21 minutes
On-Demand
Free-Video
ACM SIGPLAN

Zero-Overhead Parallel Scans for Multi-Core CPUs - ARRAY 2024

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Explore efficient parallel scans for multi-core CPUs, achieving zero overhead and improved single-threaded performance in array languages.
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1 Lesons
25 minutes
On-Demand
Free-Video
EuroPython Conference

Insights and Experiences of Packaging Python Binary Extensions

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Explore challenges and solutions for packaging Python binary extensions in scientific computing, focusing on portability and performance across diverse platforms.
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1 Lesons
18 minutes
On-Demand
Free-Video
CppCon

Advanced SIMD Algorithms in Pictures - Lecture

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Explore advanced SIMD algorithms for memcmp, copy_if, and set_intersection through visual explanations. Gain insights into vectorized implementations without prior SIMD knowledge.
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1 Lesons
24 minutes
On-Demand
Free-Video
Meeting Cpp

Advanced SIMD Algorithms in Pictures

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Explore non-trivial SIMD algorithms like strcmp, set_intersect, and sort through visual explanations. Demystify vectorized algorithms for those with basic CS knowledge.
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1 Lesons
52 minutes
On-Demand
Free-Video
Java

Heterogeneous Accelerator Toolkit (HAT) Update - Project Babylon and GPU Acceleration in Java

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Explore updates on Java's Heterogeneous Accelerator Toolkit (HAT) project, focusing on GPU acceleration, programming models, and integration with Babylon and Panama FFM. Includes demos and future plans.
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1 Lesons
46 minutes
On-Demand
Free-Video
CppCon

Fast C++ Using SIMD Types with Generic Lambdas and Filters - Lecture

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Optimize C++ performance using SIMD types, generic lambdas, and filters. Learn to generate high-performance code competitive with standard libraries, exploring vectorization techniques and branching strategies.
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1 Lesons
54 minutes
On-Demand
Free-Video
Arm Software Developers

Optimizing Code on Arm: VectorCamp's Approach to SVE and SVE2 Intrinsics

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Explore VectorCamp's optimization techniques for SVE and SVE2 intrinsics, enhancing code performance on Arm architecture.
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1 Lesons
58 minutes
On-Demand
Free-Video
GOTO Conferences

Java Parsing Optimization: Processing 1 Billion Rows of Weather Data

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Explore Java optimization techniques to parse 1 billion rows of weather data, covering parallelism, memory-mapped files, SWAR, bit twiddling, and Graal native compilation for impressive performance gains.
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17 Lesons
42 minutes
On-Demand
Free-Video
CppCon

std::simd - Expressing Inherent Parallelism Efficiently Via Data-parallel Types

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Explore efficient data-parallelism using std::simd in C++26, learning to optimize compute-intensive workloads and design data structures for high-throughput execution.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
CppCon

Implementing Understandable World Class Hash Tables in C++ - CppCon 2022

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Explore world-class hash table implementation in C++, focusing on Robin Hood hashing, parallel computation, and SIMD operations. Learn to optimize performance while maintaining code clarity and understandability.
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1 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Meeting Cpp

Compile-Time Sparse Matrices - Optimizing Memory and Performance

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Explore compile-time sparse matrices for efficient memory use and performance in C++ linear algebra. Learn to incorporate sparseness information, reduce storage, and optimize operations automatically.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
CMU Database Group

Vectorized Query Execution Using SIMD - Lecture 6

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Explore vectorized query execution using SIMD in advanced database systems, focusing on performance optimization techniques and modern hardware utilization.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
cpponsea

Comparison of C++ Performance Optimization Techniques - 2024

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Discover advanced C++ optimization techniques that outperform standard libraries through branchless programming, data dependencies, and strategic code organization for maximum processor efficiency.
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1 Lesons
1 hour 12 minutes
On-Demand
Free-Video
USENIX

Shesha: Multi-head Microarchitectural Leakage Discovery in New-generation Intel Processors

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Discover how Shesha framework automates detection of transient execution attacks in Intel processors, exploring new vulnerabilities in instruction set extensions and cryptographic implementations.
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1 Lesons
13 minutes
On-Demand
Free-Video