Tag: ai

Artificial Intelligence (AI) Feels Virtual. Data Centers Are Not.

Joyanta BiswasLeave a comment

Artificial Intelligence and Data Center Correlation Artificial intelligence has quickly become part of everyday work. We all know that. From chip designers to AI researchers, the focus is on turning AI into a practical assistant that helps people move faster and do more. This growing convenience, however, often hides what is happening behind the scenes… Continue reading Artificial Intelligence (AI) Feels Virtual. Data Centers Are Not.

Energy, Cost, and Performance: Rethinking Data Center Design

Joyanta BiswasLeave a comment

Data centers consume a massive amount of energy, and this demand is growing rapidly as facilities are increasingly designed to support AI and GPU-heavy workloads. Decisions made early—during design and planning—have long-term consequences. Good choices can save energy, money, and operational headaches, while poor ones often lock in inefficiencies that are difficult and expensive to… Continue reading Energy, Cost, and Performance: Rethinking Data Center Design

Hardware role for ML

Joyanta Biswas1 Comment

Continuation from here https://joyantablog.wordpress.com/2025/04/08/neural-network-dive-deeper/ Let’s continue exploring the hardware magic behind long machine learning tasks like training and inference. In my previous post, I discussed how tools like TensorFlow and PyTorch offload resource management and expose optimal approaches through libraries and APIs. This enables you to focus on understanding the methods and functionalities, applying them… Continue reading Hardware role for ML

Neural network, Dive Deeper

Joyanta Biswas1 Comment

Continuation from here . What discussed so far how micro services helps implementing server-less architecture for Neural network based architecture. In this article I will talk few interesting topics like parallel computing, how ML library tools helps implementing smart resource management, and finish by giving a touch hardware solutions from NVIDIA helps accelerating ML progress.… Continue reading Neural network, Dive Deeper

Serverless Computing and AI/ML — Balancing Performance, Cost, and Sustainability

Joyanta Biswas1 Comment

In this post, I’d like to share some thoughts on serverless computing, especially in the context of AI/ML. I’ve kept the content light on technical jargon so it’s easier to follow, even if you’re not deeply familiar with these concepts. Feel free to comment and share your thoughts! Running powerful computing systems isn’t just about… Continue reading Serverless Computing and AI/ML — Balancing Performance, Cost, and Sustainability