Cloud Computing
Serverless Functions: Top 7 Platforms Compared in 2025
Serverless functions enable developers to run code without having to manage a server. This allows them to focus on writing and deploying applications while infrastructure scaling and maintenance are handled automatically in the background. In this benchmark, we evaluated 7 popular cloud service providers following our methodology to test their serverless function performance.
The Future of Cloud Computing: 10 Powerful Trends in 2025
The future importance of cloud computing from shaping various industries to infrastructure investments has been analyzed by many studies. However, the future is already here. Understanding the emergence of DeepSeek and the rise of trends like multi-cloud has become significant.
S3 Compatible Cloud Object Storage Benchmark in 2025
I have been using Amazon S3 for over a decade. I have benchmarked leading S3-compatible object storage providers across 9 key criteria (e.g., ease of migration, data transfer fees, storage costs, retrieval times, and mount-ability). AWS leads public cloud computing, with S3 as the most widely used cloud storage.
Comparison of Top 5 Free Cloud GPU Services in 2025
AI and machine learning advancements have surged demand for GPUs, essential for high-performance computing. Dedicated GPU infrastructure requires high capital, but cloud-based services now offer cost-effective access. Free GPU platforms are increasingly vital for researchers, developers, and budget-conscious organizations.
Top 5 Google Colab Alternatives Compared in 2025
Google Colaboratory is a popular platform for data scientists and machine learning scientists, but its limitations and pricing may not meet your needs. Several alternatives offer unique features and capabilities that cater to different data science needs and scenarios.
Oracle Cloud Infrastructure: Azure & OpenAI's Preferred Cloud
Oracle Cloud Infrastructure (OCI) has emerged as a leader among alternative cloud providers, with a 49% growth in Q3 2024. This growth is driven by OCI’s strong integration with enterprise applications, appealing to businesses seeking robust cloud solutions. However, OCI faces challenges, including a steep learning curve, complex setup, and occasional performance slowdowns.
In-Depth Guide to Hyperscale Computing in 2025
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.
Cloud Inference: 3 Powerful Reasons to Use in 2025
Figure 1. Popularity of the keyword “cloud inference” on Google search engine worldwide in the past 5 years. Deep learning models achieve high accuracy in tasks like speech recognition and image classification, often surpassing human performance. However, they require large training datasets and significant computational power.
GPU Cluster in 2025: 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.
Cloud GPUs for Deep Learning: Availability& Price / Performance
If you are flexible about the GPU model, identify the most cost-effective cloud GPU based on our benchmark of 10 GPU models in image and text generation & finetuning scenarios. If you prefer a specific model (e.g. A100), identify the lowest-cost GPU cloud provider offering it.