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
How to Use NVIDIA GPUs for Kubernetes Deployments To use NVIDIA GPUs for Kubernetes pods, follow these steps: 1. Install the NVIDIA Container Toolkit on your Kubernetes nodes. This toolkit provides a set of NVIDIA drivers, libraries, and stack8s 6 May 2023 · 1 min read
Top 5 NoSQL Databases to use for Big Data Analytics on Kubernetes There are numerous NoSQL databases available for use with big data on Kubernetes, and each has its own set of pros and cons. However, here are five popular NoSQL databases stack8s 6 May 2023 · 3 min read
Sound Analytics on the Edge for Predictive Maintenance in Critical Infrastructure In today's world, the efficient and uninterrupted operation of critical infrastructure, such as power plants, transportation systems, and manufacturing facilities, is essential for maintaining the smooth functioning of stack8s 6 May 2023 · 2 min read
Boosting Big Data Analytics with Dask and RAPIDS Introduction In today's data-driven world, organizations are dealing with increasingly massive datasets, requiring powerful tools to efficiently process and analyze them. Traditional data analytics frameworks may struggle to stack8s 5 May 2023 · 2 min read
How can Remote Patient Management Reduces Strain on the Healthcare system The healthcare system in the UK is under immense pressure due to various reasons, including an aging population, chronic diseases, and a shortage of medical professionals. In such a scenario, stack8s 2 Mar 2023 · 2 min read
