AIMultiple ResearchAIMultiple Research

Cloud Computing

In-Depth Guide to Hyperscale Computing in 2024

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.

Feb 236 min read
6 Benefits of Cloud Computing & Real Life Examples in 2024

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.

Mar 56 min read
State of Cloud HPC (High Performance Computing) in 2024

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.

Mar 55 min read
Why Should You Use Cloud Inference (Inference as a Service) in 2024?

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.

Feb 63 min read
In-Depth Guide to Infrastructure as a Service (IaaS) in 2024

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.

Mar 55 min read
GPU Cluster in 2024: Key Things to Know & 5 Use Cases

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.

Mar 146 min read
Amazon Web Services Alternatives with focus on Compute & AI in '24

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.

Mar 145 min read
Cloud GPUs for Deep Learning: Availability& Price / Performance

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.

Mar 147 min read