Cloud Computing
In-Depth Guide to Hyperscale Computing in 2024
Figure 1. Popularity of the keyword “hyperscale computing” on Google worldwide To accommodate the growing demand for AI-driven services, hyperscale data centers are on track to triple their infrastructure capacity by 2028, building upon their existing global footprint of ~1000 major data centers as of mid-2023.
6 Benefits of Cloud Computing & Real Life Examples in 2024
90% of business leaders believe cloud computing is crucial for market competitiveness, yet many keep their AI or machine learning setups in-house. This article provides the benefits of cloud computing and some real-life examples by companies that have seen transformative results from cloud partnerships.
State of Cloud HPC (High Performance Computing) in 2024
High-performance computing (HPC), also known as supercomputing, can operate in cloud-based environments or on-site. Given that HPC tasks are often data-intensive, which can drive up expenses and demand substantial computational resources, cloud computing offers a solution by reducing initial setup costs and supplying the necessary computational power through the service provider.
Why Should You Use Cloud Inference (Inference as a Service) in 2024?
Figure 1. Popularity of the keyword “cloud inference” on Google search engine worldwide in the past 5 years. Deep learning models have emerged as powerful tools in areas like speech recognition and image classification, even surpassing human performance in tasks such as object classification and real-time strategy games.
In-Depth Guide to Infrastructure as a Service (IaaS) in 2024
Infrastructure as a Service (IaaS) is a model of cloud computing that provides essential IT infrastructure components such as computing power, storage capacity, and networking resources through the internet on an on-demand basis. IaaS is a form of cloud service, alongside Software as a Service (SaaS), Platform as a Service (PaaS), and serverless computing.
GPU Cluster in 2024: Key Things to Know & 5 Use Cases
A GPU cluster is a set of computers where each node is equipped with a Graphics Processing Unit (GPU). Computational demands are ever-rising, whether in cloud or traditional markets. In this context, having the right knowledge on GPU clusters is more important than before.
Amazon Web Services Alternatives with focus on Compute & AI in '24
Over the past twelve months, the cloud market has grown to represent a $247 billion opportunity. Amazon Web Services (AWS) stands as the market leader. Since its foundation, AWS has led the shift in the enterprise ecosystem from on-premise infrastructures to cloud-based solutions.
Cloud GPUs for Deep Learning: Availability& Price / Performance
If you are flexible about the GPU model, identify the most cost-effective cloud GPU If you prefer a specific model (e.g. A100), identify the GPU cloud providers offering it. If undecided between on-prem and the cloud, explore whether to buy or rent GPUs on the cloud.