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#Parallelization

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Stanford University

Stanford Seminar - Algorithmic Extremism- Examining YouTube's Rabbit Hole of Radicalization

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Examination of YouTube's recommendation algorithm, challenging claims of far-right radicalization. Data analysis reveals a preference for mainstream media over fringe content, with implications for online political discourse.
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22 Lesons
43 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
LambdaTest

How Does Enterprise Accelerate Test and Release Velocity - LambdaTest Webinar

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Discover strategies to accelerate test execution and release velocity in enterprise environments. Learn about automation testing best practices, DevOps tools, and actionable techniques to improve software delivery speed.
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12 Lesons
1 hour 14 minutes
On-Demand
Free-Video
LambdaTest

JavaScript Test Automation Complete Tutorial - Selenium WebDriver With JavaScript

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Comprehensive tutorial on JavaScript test automation with Selenium WebDriver, covering setup, assertions, parallel testing, reporting, cloud execution, headless testing, and parameterization.
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10 Lesons
2 hours 48 minutes
On-Demand
Free-Video
OWASP Foundation

Adventures in Reviewing Mountains of Code

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Explore strategies for efficiently reviewing large codebases, including experiments, tools, and unexpected challenges encountered during a 2.6 million line code assessment.
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29 Lesons
33 minutes
On-Demand
Free-Video
Alan Turing Institute

AIUK 2022 Workshop - RADDISH: Real-Time Data Assimilation for Digital Twins

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Explore real-time data assimilation for digital twins using particle filtering techniques, with interactive demonstrations and discussions on parallelization, future applications, and implementation challenges.
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43 Lesons
57 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Stochastic Vector Methods for Extended Systems - IPAM at UCLA

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Explore stochastic vector approaches for electronic structure in condensed matter systems, reducing complexity and enhancing efficiency in computational quantum mechanics.
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1 Lesons
55 minutes
On-Demand
Free-Video
Unreal Engine

Speeding Up Game Logic in Unreal Engine - Unreal Fest Online 2020

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Optimizing game logic for large-scale multiplayer titles using ECS, taskgraph extensions, and component-based processing to improve performance and enable automatic parallelization.
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29 Lesons
37 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Exploit Parallelism for AI Workloads with WASM and OpenMP

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Explore optimizing AI workloads using WebAssembly and OpenMP for multithreaded, shared memory, and vectorized operations, focusing on challenges and benefits in cloud computing environments.
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1 Lesons
25 minutes
On-Demand
Free-Video
Edan Meyer

Trillion Parameter Models Are Here

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Explore ZeRO-Infinity's breakthrough in training trillion-parameter ML models with limited GPUs, revolutionizing large-scale deep learning and expanding possibilities for AI researchers and practitioners.
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6 Lesons
27 minutes
On-Demand
Free-Video
Hausdorff Center for Mathematics

The Power of Randomization - Distributed Submodular Maximization on Massive Datasets

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Explore distributed algorithms for submodular maximization in machine learning, focusing on a parallel approach that achieves constant factor approximation guarantees for large-scale problems.
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17 Lesons
32 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Kubernetes Batch Processing at Scale - A Scheduling Perspective

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Explore Kubernetes batch processing challenges and solutions, including custom scheduling for large-scale operations, Gang Scheduling, DRF, and workload colocation for improved resource utilization.
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1 Lesons
24 minutes
On-Demand
Free-Video
Linux Foundation

Perspective in 3D - Vector Math and Ray Tracing for Financial Data Analysis

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Explore vector math, ray tracing, and creative engineering as Perspective's expression language is repurposed for 3D graphics, blending financial analysis with game engine concepts.
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12 Lesons
28 minutes
On-Demand
Free-Video
Simons Institute

Scalable Surface-Code Decoders with Parallelization in Time

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Explore advanced quantum coding techniques for scalable surface-code decoders, focusing on time parallelization methods to enhance quantum error correction efficiency.
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1 Lesons
41 minutes
On-Demand
Free-Video
ACM SIGPLAN

De/Re-Composition of Data-Parallel Computations via Multi-Dimensional Homomorphism - PLDI 2024

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Explore a systematic approach for efficient (de/re)-composition of data-parallel computations using Multi-Dimensional Homomorphisms, applicable to various architectures and outperforming state-of-the-art solutions.
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1 Lesons
18 minutes
On-Demand
Free-Video
GDC

Game Server Performance on Tom Clancy's The Division 2

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Explore technical challenges and solutions for game server performance in Tom Clancy's The Division 2, focusing on parallelization and multithreading techniques for improved efficiency.
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12 Lesons
37 minutes
On-Demand
Free-Video
USENIX

Unity - Accelerating DNN Training Through Joint Optimization of Algebraic Transformations and Parallelization

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Explore Unity, a system optimizing distributed DNN training through joint algebraic transformations and parallelization. Learn about its unified parallel computation graph and hierarchical search algorithm for improved performance.
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9 Lesons
16 minutes
On-Demand
Free-Video
USENIX

FlexTOE - Flexible TCP Offload with Fine-Grained Parallelism

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Explore FlexTOE, a high-performance TCP offload engine for SmartNICs. Learn about its flexible design, fine-grained parallelism, and performance benefits in various network scenarios and hardware architectures.
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11 Lesons
14 minutes
On-Demand
Free-Video
Black Hat

Practical New Developments in The Breach Attack

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Explore advanced techniques for exploiting SSL vulnerabilities, including new methods to bypass encryption, optimize attacks, and implement persistent command-and-control strategies. Novel mitigation approaches are also discussed.
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29 Lesons
53 minutes
On-Demand
Free-Video
Devoxx

Improving Android Build Performance

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Optimize Android build performance with Gradle: identify bottlenecks, fix common issues, and leverage incremental processing for faster, more efficient development workflows.
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29 Lesons
46 minutes
On-Demand
Free-Video
GOTO Conferences

Array Thinking Escaping The Groove

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Explore array programming concepts from APL and J languages to enhance parallelization and improve coding efficiency. Learn alternative approaches to traditional loops and branching.
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1 Lesons
50 minutes
On-Demand
Free-Video
CppNow

Rust - Hack Without Fear

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Explore Rust's ownership concept, memory safety, and parallelism advantages. Learn how Rust combines low-level control with high-level programming, ensuring thread safety and efficient abstractions.
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16 Lesons
1 hour 19 minutes
On-Demand
Free-Video
EuroPython Conference

Performance Python for Numerical Algorithms

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Explore techniques for optimizing numerical algorithms in Python, including vectorization, multi-threading, parallelization, and dynamic compiling. Practical examples using NumPy, Numba, and other libraries.
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1 Lesons
48 minutes
On-Demand
Free-Video
EuroPython Conference

Asynchronous Network Requests in a Web Application

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Explore techniques for implementing asynchronous network requests in web applications, including Twisted event loops, coroutines, and asyncio, and their compatibility with WSGI server parallelization models.
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15 Lesons
33 minutes
On-Demand
Free-Video
EuroPython Conference

Distributed Multi-GPU Computing with Dask, CuPy and RAPIDS

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Explore distributed multi-GPU computing using Dask, CuPy, and RAPIDS. Learn to leverage GPU acceleration and distributed systems for faster, more efficient data processing and analysis.
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18 Lesons
30 minutes
On-Demand
Free-Video
EuroPython Conference

Optimizing Your CI Pipelines

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Discover techniques to enhance CI pipelines: parallelization, caching, early failure detection, and conditional runs for faster, more efficient builds and improved development workflows.
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1 Lesons
29 minutes
On-Demand
Free-Video
PASS Data Community Summit

Designing for Azure Data Warehouse Performance - Cloud

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Learn Azure Data Warehouse design principles for optimal performance, covering architecture, data modeling, and practical considerations to balance current and future needs.
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16 Lesons
58 minutes
On-Demand
Free-Video
Linux Plumbers Conference

User-Level Threads with Threads

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Explore efficient multi-threaded programming using user-level threads, covering new kernel interfaces and primitives for cooperative threading with sub-200ns context-switch times across various languages.
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21 Lesons
34 minutes
On-Demand
Free-Video
ng-conf

Speed Up - Incremental Compilation with Nx

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Explore Nx's incremental compilation feature for faster builds in large-scale Angular projects. Learn about dependency graphs, parallelization, and computation caching to enhance development speed and productivity.
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14 Lesons
22 minutes
On-Demand
Free-Video
Scala Days Conferences

Akka Streams for High Throughput Data Processing

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Explore high-throughput data processing with Akka Streams, comparing it to Akka Actors. Learn best practices, optimization techniques, and when to switch to Streams for improved performance in large-scale data transfer systems.
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20 Lesons
41 minutes
On-Demand
Free-Video
JSConf

Beyond HTML and CSS - Fusing Javascript and Shaders

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Explore OneJS, a JS superset with shader GLSL and reactive programming syntax, enabling GPU-powered UI design for enhanced performance and creative possibilities beyond traditional web technologies.
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13 Lesons
26 minutes
On-Demand
Free-Video
NDC Conferences

Dungeons, Dragons and Functions

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Explore domain modeling in F# through the lens of Dungeons & Dragons rules, learning functional programming concepts and practical tips for taming complex systems.
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42 Lesons
1 hour 2 minutes
On-Demand
Free-Video
USENIX

Zippier ZMap - Internet-Wide Scanning at 10 Gbps

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Optimizations to ZMap network scanner achieving 10-fold increase in scan rate, enabling comprehensive TCP port scanning across IPv4 address space in 4.5 minutes. Discusses implications and potential applications.
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1 Lesons
20 minutes
On-Demand
Free-Video
ACM SIGPLAN

SHARP: Fast Incremental Context-Sensitive Pointer Analysis for Java

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Explore SHARP, a groundbreaking incremental context-sensitive pointer analysis algorithm for Java, offering improved performance and scalability for large-scale programs.
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1 Lesons
18 minutes
On-Demand
Free-Video
Confreaks

GraphQL and Rails Beyond HTTP APIs

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Explore GraphQL's versatility in Rails projects beyond HTTP APIs, including real-time data, webhooks, WebAssembly integration, and efficient data export.
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1 Lesons
27 minutes
On-Demand
Free-Video
Devoxx

Choreography vs Orchestration in Serverless Microservices

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Explore microservice interaction patterns: choreography vs orchestration. Learn pros, cons, and tools for each approach, with demos and a case study on combining both methods.
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11 Lesons
46 minutes
On-Demand
Free-Video
Code Sync

From FP to FBP: Synthesizing Processing Elements for Stream Computing

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Explore Flow-Based Programming in Erlang, learning to design dataflow graphs and generate code for stream computing. Synthesize processing elements from functional blocks for efficient parallel data processing.
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1 Lesons
49 minutes
On-Demand
Free-Video
KVM Forum

QEMU Live Migration Device State Transfer Parallelization via Multifd Channels

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Parallelize QEMU live migration device state transfer using multifd channels to improve performance and reduce downtime for VMs with large device states.
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1 Lesons
30 minutes
On-Demand
Free-Video
MLOps.community

Innovative Gen AI Applications: Beyond Text - MLOps Mini Summit 5

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Explore innovative Gen AI applications beyond text, focusing on molecule discovery and call center optimization. Learn about chemical language models, RAG use cases, and efficient pipeline architectures.
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24 Lesons
55 minutes
On-Demand
Free-Video
DevConf

Accelerating Linux Boot Time: Techniques and Strategies for Optimal Performance - Lecture

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Explore strategies to accelerate Linux boot time, from measuring performance to optimizing systemd, kernel, and filesystem configurations. Gain comprehensive understanding of achieving faster boot times.
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14 Lesons
37 minutes
On-Demand
Free-Video
CppCon

Thinking Functionally in C++ - Applying Functional Programming Concepts

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Explore functional programming techniques in C++, enhancing code performance, reusability, and security. Learn to apply functional thinking to existing codebases using views, lambdas, and ranges.
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14 Lesons
50 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

Efficient AI: From Supercomputers to Smartphones

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Explore techniques for efficient AI training and inference, from data ingestion to model compression, enabling powerful models on supercomputers and smartphones.
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1 Lesons
45 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Pathfinder to GPU Offload in WASM

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Explore GPU offloading in WebAssembly for AI workloads, discussing integration challenges and potential solutions to enhance security and performance in cloud environments.
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1 Lesons
25 minutes
On-Demand
Free-Video