Regardless of whether you're operating in the cloud or in a data center, right-sizing your workloads and finding optimization opportunities to control costs are constant tasks nowadays.
It is relatively common for workloads to require more hardware resources than what a single EC2 instance can provide. In these types of situations, organizations often create scaling groups. A scaling ...
Let’s not make the same mistakes we did 10 years ago. It is possible to deploy large language models in the cloud more cost-effectively and with less risk. In the past two years, I’ve been involved ...
‘When the cloud came along, there were so many apps. One of the benefits was, you need a database, you just click a button and magically have a database. That’s where we’re taking Scale. It’s not that ...
In 2023, OpenAI trained GPT-4 on Microsoft Azure AI supercomputers using tens of thousands of tightly interconnected NVIDIA GPUs optimized for massive-scale distributed training. This scale ...
Too many IT shops just accept that autoscaling systems are right for them, at least until the massive cloud bill arrives. If you’ve explored the advantages of your cloud computing platforms, you’ve ...
Cloud computing has transformed the way businesses and individuals store, manage, and process data. At its core, cloud computing refers to the on-demand availability of computing resources—such as ...