… Case Study Profile Industry: Cloud service provider Challenges : Scale cloud services amid inconsistent workloads and AI-driven hardware demand, while maintaining high performance, uptime, and competitive pricing Solution: Deploy AMD EPYC™ Server CPUs to improve performance, scalability, and cost e… …
… References SGLang: Fast Serving Framework for Large Language and Vision Models MoRI: Modular RDMA Interface for AMD GPUs AITER: AMD Instinct Tensor Engine Runtime InferenceX: Open-Source Continuous Inference Benchmark InferenceXv2: NVIDIA Blackwell Vs AMD vs Hopper | SemiAnalysis Practical, Fault-R… …
… Maintaining reliability over standard Ethernet fabrics fundamentally changes the economics of large-scale AI deployments. 2. How can you design your network to control costs when scaling AI infrastructure? …
… This is inclusive of the cost of new hardware, with AMD hardware payback at less than 10 months relative to the savings in licensing cost of the legacy Cascade Lake deployment. …
… Stay Informed Request Evaluation Related Case Studies Cloud Bridge Drives AWS Cloud Cost Savings at Scale with AMD Cloud Bridge deployed AWS instances powered by AMD EPYC™ Server CPUs to cut costs and boost performance, delivering 30% savings with minimal effort fo… May 08, 2026 Rubrik Boosts AI-En… …
… Sign up to receive our Business content: Sign Up Related Case Studies Rubrik Boosts AI-Enhanced Cyber Resilience with AMD Rubrik, the Security and AI Operations company, boosted cybersecurity with AMD EPYC™ CPUs, gaining performance, cost savings and AI efficiency for nex… May 08, 2026 Sokratel Adv… …
… That pricing model works well for flexible, on-demand access to frontier AI, but it also means that sustained agent workloads can become costly as token usage grows. Consider a local AMD Ryzen™ AI Halo system running a cloud-grade model workflow at sustained utilization. …
… Article By Chris Raymond AMD News Contributors Miro Hodak SMTS Systems Design Engineer Related Blogs View All Blogs Reimagining AI-Native Education Through Multi-Agent Interactive Classroom on AMD ROCm Reimagining AI-Native education to AMD ROCm: multi-agent classrooms across Instinct, Radeon, Ryze… …
… Regular maintenance on their outdated systems is causing a significant financial burden, costing them a considerable amount each year. …
… To illustrate the impact of software optimization on cost per token : since February, MI355X GPU cost per token has dropped significantly, while GB300 NVL72 remains higher and unchanged Figure 2 . Figure 2: Cost per million tokens over time, at interactivity 100 TPS/user -- DeepSeek R1, FP8, no MTP. …