Blogs

Automating VMware to EC2 Migration with Infrastructure as Code

Written by Maxime Roth Fessler, DevOps & Backend Developer at TrackIt Organizations running workloads on VMware may choose to migrate certain virtual machines to Amazon EC2 to reduce reliance on on-premises infrastructure, lower licensing costs, or integrate more...

VMware to AWS EC2: Manual vs Managed Migration

Written by Maxime Roth Fessler, DevOps & Backend Developer at TrackIt Migrating workloads to the cloud has become a strategic priority for organizations aiming to reduce on-premise infrastructure costs, enhance scalability, and leverage cloud-native services. For...

Optimizing GPU Utilization on Amazon EKS with NVIDIA Time Slicing

Written by Maxime Roth Fessler, DevOps & Backend Developer at TrackIt Deploying Graphics Processing Unit (GPU) workloads on Kubernetes clusters often raises a key question: How can multiple applications or pods share the same GPU without overprovisioning or...
How to Set up and Use Object Detection Endpoints

How to Set up and Use Object Detection Endpoints

Written by Timothe Coloniel, Junior Software Engineer, TrackIt Object detection is a fundamental task in computer vision that involves identifying and locating objects within an image. This technology has a wide range of applications, including autonomous driving,...

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Building a Custom Object Detection Model with YOLOv8

Building a Custom Object Detection Model with YOLOv8

Written by Maram Ayari, DevOps Engineer What is Object Detection? How is it Different from Object Localization and Classification? Object detection is a key task in computer vision, essential for enabling machines to analyze and understand visual data. In various...

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What is Infrastructure as Code (IaC)?

What is Infrastructure as Code (IaC)?

Infrastructure as Code (IaC) is a methodology that allows organizations to manage and provision infrastructure through machine-readable files rather than manually configuring hardware or using interactive configuration tools. As the name suggests, this approach treats...

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What is Serverless?

What is Serverless?

Serverless is not software itself; it is a cloud computing model where a cloud provider, like AWS, automatically manages the infrastructure, allowing developers to run code without managing servers. Users only pay for the compute time used, and applications...

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What is Containerization?

What is Containerization?

Containerization in cloud computing refers to the encapsulation of applications and their dependencies into lightweight, portable containers. Unlike traditional virtual machines (VMs), containers share the host operating system's kernel, making them efficient and fast...

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