Airflow in Kubernetes with GitOps and CI/CD for Big Data ETL Deploying Airflow in Kubernetes with GitSync involves using GitSync to automatically synchronize Airflow DAG definitions stored in a Git repository with the Airflow deployment running in Kubernetes. Here's stack8s 3 May 2024 · 2 min read
Flannel + Calico -> Canal - what's your ultimate k8s networking? In the context of Kubernetes, the terms "Canal," "Flannel," and "Calico" refer to different networking solutions that are used to manage networking for pods stack8s 24 Feb 2024 · 2 min read
Running Kubeflow with GPU Support on Tesla GPUs ndAs artificial intelligence and machine learning continue to evolve, the demand for more powerful computing resources grows. NVIDIA's Tesla GPUs have become a popular choice for their powerful stack8s 13 Dec 2023 · 4 min read
GitOps vs DevOps: What is the Future of DevOps? The technology world is brimming with terminologies that often overlap, making it confusing for beginners and even professionals to differentiate. Two such terms that have garnered much attention lately are stack8s 27 Oct 2023 · 2 min read
The Power Duo: Kubeflow and MLflow - Benefits, Differences, and Use Cases When diving into the world of machine learning (ML) operations (MLOps), two names frequently come to the forefront: Kubeflow and MLflow. Both tools provide platforms to streamline ML processes, but stack8s 24 Oct 2023 · 3 min read
Jobs DevOps Engineer (Kubernetes Specialist) Location: EU (preferably: London/Oslo) or Remote Company Overview: Aceso Analytics is a leading tech company committed to offer healthcare/IoT, Critical Infrastructure amangement and Cloud Solutions. As part of stack8s 23 Oct 2023 · 2 min read
NHS Virtual Wards: Embracing Tech for Elderly Care with IoT, Sound Analytics, and More The National Health Service (NHS), an emblem of British pride, has been grappling with numerous challenges, ranging from funding constraints to surging demand for its services. Among the groups most stack8s 20 Sep 2023 · 3 min read
Is Kubernetes the answer to Cloud Infrastructure Vendor Lock-in ? Cloud computing has revolutionized the way businesses operate, offering flexibility, scalability, and cost-effectiveness. However, as companies dive deeper into the cloud, they often face a looming challenge: vendor lock-in. Kubernetes, stack8s 30 Aug 2023 · 2 min read
Streamlit: Beyond Data Science Dashboards Streamlit is an open-source Python framework for creating web apps for machine learning and data science. Without having to learn any front-end technologies or frameworks, it enables you to create stack8s 7 Jul 2023 · 5 min read
What is Kubeflow and How Can It Be Used to Create Data Pipelines and serve MLOps challanges? Kubeflow is an open-source project developed by Google to help organizations run machine learning (ML) workflows on Kubernetes. It's an end-to-end platform that aims to make deploying and stack8s 5 Jul 2023 · 3 min read
Top 5 Open Source Serverless Projects for Kubernetes Serverless computing has rapidly gained traction in the landscape of cloud computing. Despite its name, serverless doesn't mean servers are absent, but rather that the infrastructure management tasks stack8s 16 Jun 2023 · 2 min read
Sound Analytics on the Edge on Microcontrollers using TinyML In recent years, the field of machine learning has witnessed a remarkable advancement in the domain of edge computing. Edge computing refers to the practice of processing and analyzing data stack8s 13 Jun 2023 · 3 min read
Cloud Provisioning As organizations increasingly embrace cloud computing, unlocking the full potential of the cloud operating model becomes crucial. Provisioning, the process of allocating and configuring resources in the cloud, plays a stack8s 31 May 2023 · 3 min read
Top Open Source Databases for Timeseries Analytics Timeseries data, with its unique characteristics and requirements, demands specialized databases that can efficiently handle high volumes of timestamped data and perform complex analytics. In recent years, the cloud-native approach stack8s 23 May 2023 · 3 min read
What is MLOps and our selection of tools you can deploy in stack8s.ai Machine Learning Operations (MLOps) is a set of practices and tools that enable organizations to manage and deploy machine learning models at scale. It brings together the best practices from stack8s 14 May 2023 · 3 min read
What is CI/CD and intro to Drone.io Continuous Integration and Continuous Delivery (CI/CD) is a set of practices that help development teams deliver code changes more efficiently and reliably. With CI/CD, teams can automate the stack8s 11 May 2023 · 2 min read
Considerations when choosing between Serverless Functions and APIs for Applications In recent years, serverless architecture has gained significant popularity, and it's not difficult to see why. Serverless functions offer an efficient and cost-effective way of running code without stack8s 10 May 2023 · 5 min read
