A virtual machine is a computer that does not exist, running on a computer that does.That sounds like a riddle, but it is a fair description. If you have eve...
During a flash sale there is not only high traffic on the website but a lot of traffic arrives in the same sixty seconds.When Flipkart's Big Billion Days ope...
Here is how I would audit any cloud GPU bill. Take the hourly rate, multiply it by 730 hours in a month, then ask a rude question: for how many of those hour...
In 2020 when A100 was launched by Nvidia. If someone asked what GPU to use for inference, the A100 was our default answer. It was not a bad recommendation at...
The L4 has become the default recommendation for cost-efficient inference, and once you start actually shopping for one, you will notice something odd. The e...
Learn how much VRAM LLMs need on 8GB, 16GB, 24GB, 48GB, and 80GB GPUs, including practical model sizes, quantization, context limits, and examples.
I have watched more than one team pick a DDoS provider based purely on a big capacity number on a marketing page, only to get genuinely caught out months lat...
Understand cloud storage costs beyond storage rates. Learn how egress, API requests, and retrieval fees impact your cloud bill and ways to reduce costs.
I have watched more than a few Indian AI teams sign up for a GPU cloud provider based on a single number on a pricing page, only to open their first invoice ...
Discover the hidden costs of self-managed Kubernetes, from maintenance and upgrades to security and downtime, and why teams switch to Kubernetes as a service.
I get asked about this card constantly, usually by someone comparing it to a stack of RTX 5090s or wondering why the price keeps moving every time they check...
Choosing a hosting provider used to be simple. You picked whoever was cheapest and hoped for the best. That approach does not work anymore.In 2026, your webs...
When you start working with Kubernetes, you need to expose your app and open the docs. Suddenly there are five service types staring back at you: ClusterIP, ...
Every compliance conversation in India eventually lands on the same question: can we just use AWS, or do we actually need an Indian provider?The honest answe...
If you have spent any time provisioning AI infrastructure over the last few years, you have watched the ground shift under you more than once. A100. Then H10...
If you have priced out a GPU recently, whether for gaming, a workstation, or an AI project, you already know something has changed. Prices are continuously r...