Courses

This video will introduce you to the pros and cons of choosing dedicated instances in AWS. We review instance types and how the AWS system is built to prevent over subscription to your instances, with processes such as bursting.

Explore a conference talk on implementing dedicated infrastructure within multitenant Kubernetes clusters. Learn how Adobe Experience Manager Cloud Service developed solutions to provide customers with dedicated infrastructure components while maintaining multitenancy. Discover the use of Envoy for creating networking tunnels between Kubernetes pods and customer-specific infrastructure, ensuring encryption and mutual authentication. Gain insights into automatic provisioning using Terraform and Terragrunt, and understand the architecture, security considerations, and implementation details of this approach. Delve into topics such as namespaces, VPN connections, Envoy configuration, and debugging techniques. Acquire valuable knowledge on balancing dedicated resources with multitenancy in cloud-native environments.

Explore a conference talk on implementing dedicated infrastructure within multitenant Kubernetes clusters. Learn how Adobe Experience Manager Cloud Service developed solutions to provide customers with dedicated infrastructure components like IPs, DNS, and VPN connectivity while maintaining multitenant cluster efficiency. Discover the extensive use of Envoy for creating secure networking tunnels between Kubernetes pods and customer-specific infrastructure, implementing encryption and mutual authentication with certificates. Gain insights into automating provisioning through Terraform, Kubernetes operators, and other services. Examine the architecture, discuss successful strategies, challenges faced, and valuable lessons learned from running this system in production. Delve into topics such as Envoy VM configuration, certificate rotation, employee debugging, connection pools, and essential resources for implementing similar solutions.

Explore a compelling conference keynote that delves into the challenges faced by truck drivers in the modern technological landscape. Discover how productivity monitoring, surveillance, and automation are reshaping the trucking industry, and learn about the pioneering research of ACM FAccT scholar Karen Levy. Gain insights into the future workplace as exemplified by the trucking sector, where various devices track everything from road hours to eye movements. Examine the historical structural labor issues, including sexual harassment and gender violence affecting female truck drivers, as well as the ongoing impact of Big Tech. Listen to truck driver Desiree Wood's inspiring journey of empowering female drivers to find their voice and dignity, and her collaboration with advocacy groups like Upturn to address and mitigate Big Tech-related harms in the industry.

Learn to containerize Minecraft servers using Docker and deploy them on dedicated hosting infrastructure through this comprehensive 26-minute tutorial. Master Docker fundamentals by working through three progressive examples: setting up containers with Docker Desktop, creating custom Dockerfiles, and orchestrating services with docker-compose. Explore Docker volumes for persistent data storage and discover various hosting options for game servers. Build and push container images to GitHub Container Registry (ghcr.io) before deploying your Dockerized Minecraft server to a dedicated server environment. Gain practical insights into server monitoring, DDoS protection, and backup strategies essential for maintaining reliable game server infrastructure.

Discover the profound connection between childhood stressors and adult behaviors in this insightful 13-minute TEDx talk. Explore the concept of "Demons & Drivers" and learn how to harness the power of your past experiences to fuel your life's purpose. Gain valuable insights into transforming personal challenges into catalysts for growth and success. Uncover strategies for identifying and leveraging your defining driver to overcome obstacles and achieve your goals. This thought-provoking presentation offers a unique perspective on personal development and empowerment, encouraging viewers to embrace their inner demons and channel them towards positive change.

Explore Oracle Dedicated Region's capabilities for transforming on-premises data centers in this 45-minute presentation. Discover how to address data residency and latency requirements while reducing costs, modernizing infrastructure, and implementing Oracle Fusion SaaS applications. Gain insights into hybrid cloud infrastructure, the concept of a disappearing perimeter, and local cloud services. Examine use cases, learn about Oracle's global customer base, and understand what's next for data center transformation.

Learn to create a cute stylized ice cream truck in Blender with this 30-minute tutorial from Polygon Runway. Follow along to master 3D modeling techniques for stylized vehicles while developing essential Blender skills. Download the free scene file from Gumroad or access the Blender scene file through Patreon. The tutorial includes instructions for installing the useful Isocam addon to enhance your workflow. Perfect for beginners looking to improve their 3D modeling and rendering skills while creating an adorable low-poly vehicle design.

Learn about the Driver Risk Scores (DRS) threat detection system in this conference talk from BSidesCharm 2024. Explore how to assess and quantify the security risks posed by device drivers through a comprehensive scoring system based on seven critical characteristics. Discover how this scoring methodology, comparable to CVE scoring, combines security features and real-world data to generate actionable insights for system administrators and security teams. Drawing from research at loldrivers.io, understand the varying levels of driver vulnerabilities and learn to make informed decisions about driver deployment in your environment. Presented by Dana Behling, a cybersecurity researcher at Carbon Black, who brings both technical expertise in digital security and a creative approach influenced by her passion for science fiction and fantasy literature.

How to create a dedicated multiplayer first person shooter game in Godot 4 with GDScript. Server, clients, lobbies... What you'll learn: Creating and hosting dedicated serversServer-Client communicationPublic matchmaking and multiple lobbiesLag compensation and machine syncing with buffering and interpolationShooter mechanics and game rulesRobust system architecture and clean project management Works in Godot 4.4!Welcome to the Dedicated Server Multiplayer First Person Shooter course. In this course, you'll learn how to build your very own multiplayer game using a dedicated server and client architecture, focusing on a casual 4v4 first-person shooter format. This is an intermediate-level course, so while I recommend you have a basic understanding of Godot, nodes, and GDScript, I'll guide you step-by-step through everything else you need to know. Here's what you’ll master by the end:-Setting up a dedicated server and connecting clients-Creating efficient communication between server and clients-Hosting servers and configuring port forwarding-Implementing matchmaking and multiple lobbies per server-Applying networked interpolation, lag compensation for smoother gameplay-Building a weapon system, including pistol, SMG, and shotgun, with raycasts-Adding throwable grenades and explosions-Health and damage systems-Enhancing the experience with dynamic visual effects-Designing a scoreboard-Integrating 2D elements within a 3D environment-Creating networked audio-And much more! By the end of this course, you’ll be equipped to either create your own multiplayer game or expand on the project we develop together. I'm excited to publish a new course with a new topic. If you're interested in singleplayer survival games, check my other course! See you in the course!

Learn how to deploy real-time, session-based multiplayer dedicated game servers on Kubernetes clusters in this 33-minute session. Explore basic gaming architecture before diving into the practical implementation using a public cloud Kubernetes cluster. Discover the ease of deploying, scaling, and running dedicated gaming servers on Kubernetes. Gain insights from KC Ayyagari, a Senior Customer Engineer at Google specializing in Cloud Infrastructure Modernization, as he shares his extensive experience in cloud computing and enterprise solutions.

Explore Azure VM isolation options in this comprehensive 26-minute video tutorial. Dive into normal VM isolation practices and understand the reasons behind not sharing resources. Learn about Isolated VMs and their benefits, then delve deep into Dedicated Hosts, including their features, use cases, and implementation. Discover maintenance configurations for Azure VMs and how they impact your infrastructure. Gain valuable insights into enhancing security, compliance, and performance of your Azure virtual machines through various isolation techniques.

Explore the intricacies of the Truck Backer-Upper problem in this comprehensive lecture by Alfredo Canziani. Delve into state transition equations, vehicle configurations, and implementation in Jupyter Notebook. Learn about the two-stage learning process for training, including emulator training strategies and control as RNN. Discover unrolling in time (BPTT) techniques and examine successful controller trajectories. Gain insights into PyTorch implementation, Bayesian neural networks, dropout, and uncertainty in regression models. This in-depth session covers both theoretical concepts and practical demonstrations, providing a thorough understanding of advanced machine learning applications in vehicle control systems.

Explore a universal operator framework for managing database clusters on Kubernetes without dedicated operators in this 42-minute conference talk by Shanshan Ying from ApeCloud and Shun Ding from China Mobile Cloud. Learn how to integrate various database engines into Kubernetes environments with minimal coding, bypassing extensive Golang development typically required for dedicated operators. Discover a case study from China Mobile Cloud demonstrating the rapid integration of a new cloud-native database engine using this framework. Gain insights into addressing challenges such as resource provisioning, high availability, backup and restore, and configuration management for database services deployed on Kubernetes.

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to deploy and run an Ethereum RPC node in Google Cloud.

Explore the development of a dedicated platform for frontend developers at the Norwegian Labor and Welfare Administration (NAV) in this 57-minute conference talk. Discover how NAV addresses the unique challenges of single-page applications within container-based platforms like NAIS. Learn about their journey in creating specialized tools and services for over 400 frontend applications, primarily built with React and Next.js. Gain insights into NAV's efforts to extend the benefits of their robust backend infrastructure—including Prometheus monitoring, automatic SQL database creation, and cluster network security policies—to frontend development. Understand the motivations behind NAV's pioneering initiative as a government agency in Norway to build a platform specifically for frontend applications, and explore the progress they've made in enhancing the development experience for their frontend teams.

In this lab, you will learn how to deploy and run an Ethereum RPC node in Google Cloud.

Learn how to create a captivating low-poly truck animation in Blender with this 21-minute tutorial. Explore advanced 3D modeling techniques, animation workflows, and rendering tricks to bring your illustrations to life. Gain insights into creating dynamic scenes, applying textures, and setting up lighting for optimal visual impact. Download the provided scene files to follow along and enhance your skills in 3D animation and low-poly illustration. Perfect for both beginners and intermediate Blender users looking to expand their creative toolkit and produce eye-catching animated content.

A 44-minute talk by Wen Wei Ho at the Erwin Schrödinger International Institute for Mathematics and Physics (ESI) explores the concept of geometric quantum drives, with a focus on hyperbolically driven quantum systems. Delivered as part of the Thematic Programme on "Entanglement in Many-body Quantum Matter: Dynamics, Dissipation, Equilibration," this presentation investigates quantum drives beyond the conventional time-periodic (Floquet) and time-quasiperiodic modulations. Discover a theoretical framework where a classical particle moving on a smooth connected manifold steers a quantum Hamiltonian over time, creating diverse time-dependent quantum Hamiltonians whose properties depend on the underlying manifold and trajectory. Learn about "hyperbolically driven quantum systems" applied to compact 2D hyperbolic Riemann surfaces, and understand how they exhibit topologically classified responses in the adiabatic limit that can be measured through simple local observables. Gain insights into this general framework for mapping the landscape of time-dependent quantum systems, investigating their universal phase structures, and potentially enhancing modern quantum simulator capabilities.

Watch a compelling TEDx talk by Whitney Ellenby, a former US DOJ Disability Rights Attorney and mother of an autistic child, as she explores how dedicated access to public spaces can transform the lives of children with autism. Learn about the challenges faced by families with autistic children, including public ejections and societal judgment, and discover how just a few hours of inclusive experiences can expand their world. Gain insights into Ellenby's journey from legal professional to autism advocate, her founding of "Autism Ambassadors," and her efforts to organize exclusive recreational events for families affected by autism. Understand the importance of creating a more empathetic society and the potential for positive change through dedicated access initiatives. This 16-minute talk offers valuable perspectives on autism awareness, inclusion, and the power of community support.