Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Cluster Computing

Showing: 40 courses
WestGrid

Best Practices in HPC and HTC Environments

0 rewiews
Discover best practices for optimizing performance in High Performance and High Throughput Computing environments.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
Anyscale

Scaling AI at Autodesk with Ray and Metaflow

0 rewiews
Explore a 15-minute conference talk from Ray Summit 2024 where Thomas Gale and Peter Meltzer from Autodesk, alongside Savin Goyal from Outerbounds, demonstrate how Autodesk leverages Ray and Metaflow for large-scale 3D generative AI operations. Learn abo…
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
Anyscale

Scaling Ray to 10,000 NPUs - Huawei's Hyperscale Journey

0 rewiews
Dive into Huawei's groundbreaking journey of integrating 10,000 Ascend NPUs with Ray, exploring technical innovations, observability solutions, and strategies for hyperscale AI infrastructure deployment.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
Anyscale

Evolving Ray Core - Scalability, Reliability, and Compiled Graphs

0 rewiews
Discover the latest advancements in Ray Core's architecture, including streaming generators, weekly releases, and the new Compiled Graphs backend for enhanced performance in accelerator-driven computing environments.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
Databricks

Optimizing Spark SQL Jobs with Parallel and Asynchronous IO

0 rewiews
Optimizing Spark SQL jobs through parallel and async IO techniques, including file-level and row group-level parallel read, asynchronous spill, and parquet column family, resulting in 5-30% performance improvement.
Add to list
8 Lesons
21 minutes
On-Demand
Free-Video
Bryan Cafferky

Create a Spark Cluster - Master Databricks and Apache Spark Step by Step - Lesson 4

0 rewiews
Learn to create and use Apache Spark clusters, understand their differences from Databricks, and explore data querying with Zeppelin notebooks in this step-by-step guide.
Add to list
9 Lesons
21 minutes
On-Demand
Free-Video
Bryan Cafferky

Databricks Workspace Tour and Notebook Demo - Lesson 3

0 rewiews
Comprehensive tour of Databricks Workspace, demonstrating tools and features with focus on the proprietary notebook IDE. Provides foundation for advanced Databricks and Apache Spark usage.
Add to list
20 Lesons
52 minutes
On-Demand
Free-Video
Databricks

Apache Spark Core - Practical Optimization Techniques - Partition Shaping and Job Optimization

0 rewiews
Explore Apache Spark optimization techniques, including partition shaping, join and aggregate optimizations, and multi-dimensional parallelism to maximize cluster utilization and eliminate data skew.
Add to list
31 Lesons
1 hour 32 minutes
On-Demand
Free-Video
Alan Turing Institute

Tools for Big Data - Professor Richard Gibbens, University of Cambridge

0 rewiews
Explore mathematical modeling of networks with a focus on communication, transport, and energy systems. Learn to apply advanced computational techniques to analyze and interpret big data.
Add to list
1 Lesons
2 hours 30 minutes
On-Demand
Free-Video
Ubuntu OnAir

YTsaurus - The Next Generation of Open Source Big Data Platforms

0 rewiews
Explore YTsaurus, an open-source big data platform for distributed storage and processing. Learn about its components, features, and capabilities for creating large-scale clusters up to 20,000 nodes.
Add to list
1 Lesons
22 minutes
On-Demand
Free-Video
NashKnolX

Spark Unveiled: Essential Insights for All Developers

0 rewiews
Discover Apache Spark's core concepts, architecture, and impact on data processing. Gain essential insights to enhance your development skills and unlock Spark's potential.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
MITCBMM

Dynamical Systems in Neuroscience

0 rewiews
Explore cluster computing and OpenMind for brain and cognitive sciences, covering dynamical systems, models, and observation techniques in neuroscience research.
Add to list
5 Lesons
34 minutes
On-Demand
Free-Video
Linode

Distributed Database Computing: Installing Apache Cassandra Across Multiple Data Centers

0 rewiews
Step-by-step guide to installing and configuring Apache Cassandra across multiple data centers, covering setup, configuration, and activation of a distributed database cluster.
Add to list
16 Lesons
20 minutes
On-Demand
Free-Video
UofU Data Science

MapReduce and Distributed Computing for Data Mining - Spring 2023

0 rewiews
Master distributed computing fundamentals through MapReduce, exploring cluster computing challenges, file systems, and practical applications like PageRank and community detection algorithms.
Add to list
10 Lesons
1 hour 6 minutes
On-Demand
Free-Video
MITCBMM

Dimensionality Reduction II

0 rewiews
Explore advanced dimensionality reduction techniques, including PCA and negentropy, with practical applications in brain and cognitive sciences. Includes exercises and research discussions.
Add to list
10 Lesons
30 minutes
On-Demand
Free-Video
USENIX

Mesos - A Platform for Fine-Grained Resource Sharing in the Data Center

0 rewiews
Explore Mesos, a platform for efficient resource sharing in data centers. Learn about fine-grained allocation, resource offers, and improved cluster utilization across diverse computing frameworks.
Add to list
19 Lesons
30 minutes
On-Demand
Free-Video
PHP UK Conference

Distribute the Workload

0 rewiews
Explore distributed systems and scalability techniques to enhance performance, redundancy, and availability of web services, inspired by ant colony principles.
Add to list
22 Lesons
55 minutes
On-Demand
Free-Video
USENIX

AlpaServe - Statistical Multiplexing with Model Parallelism for Deep Learning Serving

0 rewiews
Explore AlpaServe, a novel system for efficient deep learning model serving using statistical multiplexing and model parallelism to handle bursty workloads and improve request processing rates.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
linux.conf.au

Building Raspberry PI Supercomputers

0 rewiews
Learn to build and manage Raspberry Pi supercomputers, from cluster setup to parallel computing. Explore software integration, node configuration, and practical applications using MPI for numerical workloads.
Add to list
13 Lesons
22 minutes
On-Demand
Free-Video
EuroPython Conference

Lessons Learned in X Years of Parallel Programming

0 rewiews
Insights and practical examples on advanced parallel programming in Python, covering performance, debugging, and useful libraries for both enterprise and scientific applications.
Add to list
1 Lesons
34 minutes
On-Demand
Free-Video
EuroPython Conference

Ray - A System for High-performance, Distributed Python Applications

0 rewiews
Ray: open-source framework for scaling Python applications from laptop to cluster, solving performance challenges in ML/AI systems. Learn its features, use cases, and how it compares to alternatives.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

The Past, Present, and Future of Kubernetes on Raspberry Pi

0 rewiews
Explore Kubernetes on Raspberry Pi: past developments, current state, and future possibilities. Learn about ARM architecture, cluster building, and practical applications through live demos and expert insights.
Add to list
24 Lesons
34 minutes
On-Demand
Free-Video
Tech Field Day

Zero-Touch Provisioning in Scale Computing Fleet Manager - Live Demo

0 rewiews
Discover how Zero-Touch Provisioning streamlines cluster deployment and remote staging, reducing setup time and simplifying Day-0 operations for IT teams managing distributed infrastructure.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Eclipse Foundation

Enabling Compute and Data Sovereignty with Infrastructure-Level Data Spaces

0 rewiews
Explore infrastructure-level data spaces implementation for secure data exchange between clusters, focusing on sovereignty maintenance and efficient compute offloading patterns in modern data management systems.
Add to list
1 Lesons
17 minutes
On-Demand
Free-Video
Discover AI

Databricks Distributed File System (DBFS) vs Local Files on Spark Cluster Driver Node

0 rewiews
Understand the key differences between Databricks File System (DBFS) and local driver node storage, exploring distributed storage capabilities and FUSE mount implementation for cloud data access.
Add to list
1 Lesons
16 minutes
On-Demand
Free-Video
ACM SIGPLAN

A Haskell Auto-Parallelizer for Distributed Computing

0 rewiews
Explore a Haskell auto-parallelizer for distributed computing, leveraging function purity to create scalable and performant applications on large clusters.
Add to list
1 Lesons
23 minutes
On-Demand
Free-Video
Devoxx Poland

Hazelcast 5.2 - What's Next?

0 rewiews
Explore the latest features and future developments of Hazelcast 5.2, gaining insights into its enhanced capabilities and potential applications.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
CodeWithYu

Creating and Submitting Scala Jobs to Spark Clusters Using Airflow

0 rewiews
Build end-to-end data engineering project using Airflow, Docker, Spark, Scala, Python, and Java. Create and submit jobs to Spark clusters, process data, and view real-time results.
Add to list
8 Lesons
15 minutes
On-Demand
Free-Video
CodeWithYu

End-to-End Data Engineering with Apache Airflow, Docker, and Spark Clusters - Using Python, Scala, and Java

0 rewiews
Build an end-to-end data engineering project using Apache Airflow, Docker, Spark Clusters, Scala, Python, and Java. Create and submit jobs in multiple languages to a Spark cluster for processing and real-time results.
Add to list
8 Lesons
12 minutes
On-Demand
Free-Video
USENIX

Power-aware Deep Learning Model Serving with μ-Serve

0 rewiews
Explores μ-Serve, a power-aware model-serving system optimizing GPU frequency scaling and model multiplexing for energy-efficient deep learning workloads in homogeneous GPU clusters.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
Open Compute Project

Infrastructure Software for Hyperscale AI and GPU Clusters

0 rewiews
Explore cutting-edge infrastructure software solutions powering large-scale AI operations and GPU cluster management for hyperscale computing environments.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Code Sync

RPC in WhatsApp - Scaling Erlang Infrastructure

0 rewiews
Explore WhatsApp's Erlang infrastructure, covering scaled clusters, RPC workflow, service discovery, request dispatching, and load balancing for high-scale systems.
Add to list
8 Lesons
36 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Scaling Deep Learning Model Training

0 rewiews
Learn techniques for scaling deep learning model training across distributed systems, reducing training time from days to hours while maintaining cost efficiency.
Add to list
1 Lesons
32 minutes
On-Demand
Free-Video
MLOps.community

Building RAG-based LLM Applications for Production - LLMs III Talk

0 rewiews
Develop and deploy scalable RAG-based LLM applications. Learn to handle data loading, preprocessing, embedding, and serving on clusters. Explore Anyscale Endpoints for cost-effective open-source model serving.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Chair SIGHPC Education

Magic Castle - Terraforming the Cloud to Teach High-Performance Computing

0 rewiews
Replicate HPC infrastructure experience using cloud resources with Magic Castle. Deploy complete clusters with schedulers, data-transfer nodes, and pre-compiled software in minutes.
Add to list
1 Lesons
58 minutes
On-Demand
Free-Video
Tech Tutorials - David McKone

Proxmox VE SDN VXLAN Setup Tutorial

0 rewiews
Learn to set up Software Defined Networking with VXLAN in Proxmox VE, enabling virtual networks across cluster nodes without physical network changes. Ideal for IT professionals seeking efficient network management.
Add to list
10 Lesons
33 minutes
On-Demand
Free-Video
CodeWithYu

Apache Airflow with Spark for Data Engineers - Full Course

0 rewiews
Build end-to-end data engineering projects using Apache Airflow, Docker, Spark, and multiple programming languages. Learn to create and submit jobs to Spark clusters for processing and view real-time results.
Add to list
8 Lesons
1 hour 9 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Distributed Cache Empowers AI/ML Workloads on Kubernetes Cluster

0 rewiews
Discover how to optimize AI/ML workloads on Kubernetes using distributed cache systems, achieving high-performance data access with 50+ GB/s throughput and sub-2ms latency for large-scale GPU clusters.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
The ASF

Apache Pulsar Cluster Scale Control and Stability Practice

0 rewiews
Dive into advanced techniques for managing Apache Pulsar clusters, focusing on scale control mechanisms and proven stability practices for enterprise messaging systems.
Add to list
1 Lesons
26 minutes
On-Demand
Free-Video
Canonical Ubuntu

MicroCloud 2.1.0 LTS - Deployment and Scaling Tutorial

0 rewiews
Discover how to deploy and scale MicroCloud 2.1.0 LTS, from single-node setup to creating a highly available cluster, with enhanced security features and flexible initialization options.
Add to list
5 Lesons
25 minutes
On-Demand
Free-Video