Kubernetes GPU clusters on bare metal infrastructure provide you with direct access to GPUs and full control over the physical hardware. Running bare metal GPU Kubernetes on physical servers removes abstraction from the underlying server hardware. This setup improves application workload performance for AI training, inference, batch jobs, and live video streaming. In short, it […]
AI, or artificial intelligence, is changing the way organizations and businesses handle data by incorporating automation of complex calculations, introducing new advanced applications, and fulfilling computational demands like never before. This is where AI server clusters stand out, crafted for HPC (High-Performance Computing), enormous amounts of data, and very demanding AI workloads. Some of these […]
As artificial intelligence (AI) infrastructure and applications are scaling rapidly in today’s digitalization, the hardware behind them must evolve at the same pace. Neural Processing Units (NPUs) and the Graphics Processing Units (GPUs) are both great in machine learning tasks, but in very different ways. While GPUs and NPUs are different processors designed for AI […]
When you’re creating or growing AI infrastructure, you need to carefully consider your options when it comes to processing hardware. For years, GPUs (Graphics Processing Units), or as techy people call them, “video cards”, have been the foundation for everything from deep learning to gaming. In 2026, LPUs, or Language Processing Units, are stepping into […]
Fine-tuning your GPU temperature is critical for achieving the best performance of your configuration. Excessive temperatures can impact your GPU clock speeds due to throttling, which reduces not only the operational performance but also the longevity of the hardware. ServerMania, the authority in GPU hosting and thermal optimization, delivers the GPU solutions any business needs […]
In this AI-driven era, the installation of a GPU cluster has emerged as the next important step that organizations will undertake to accelerate deep learning, scientific computing, and high-performance data analytics. With expertise in high-performance computing and dedicated GPU server hosting, ServerMania is a trusted authority when it comes to designing scalable GPU clusters that […]
In computing, sequential processing or sequential computing executes tasks in a defined order, one after the other. Sometimes, serial processing is used interchangeably with sequential processing and processes instructions linearly one after another. They are very basic methods but slow for long computations and big data, as they cannot make full use of the multi-core […]
