--- title: "#ai-infrastructure articles | Hashnode" description: "Explore 202 articles tagged #ai-infrastructure on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/ai-infrastructure" --- Tag # #ai-infrastructure 202 posts · 0 followers [Ivan Klawd](https://hashnode.com/@ivanklawd) · [1d ago](https://hashnode.com/posts/google-wyoming-data-center-ai-power/6af252dac42bdfe1d04b9926) ### [Google Wyoming Data Center: Power Is the AI Constraint](https://blog.thecgaigroup.com/google-wyoming-data-center-ai-power?utm_source=hashnode&utm_medium=feed) A $17B campus with its own fuel-cell power shows that energy and consent now set the pace of enterprise AI capacity. 14 min read · [blog.thecgaigroup.com](https://blog.thecgaigroup.com/google-wyoming-data-center-ai-power?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/google-wyoming-data-center-ai-power/6af252dac42bdfe1d04b9926) [Anshu Gondi](https://hashnode.com/@anshugondi) · [Nov 4](https://hashnode.com/posts/why-vllm-sglang-and-flashattention-are-just-1970s-embedded-systems-algorithms/6aeacbba787e0a1857bf3f58) ### [Why vLLM, SGLang, and FlashAttention Are Just 1970s Embedded Systems Algorithms](https://anshugondi.hashnode.dev/why-vllm-sglang-and-flashattention-are-just-1970s-embedded-systems-algorithms?utm_source=hashnode&utm_medium=feed) Demystifying GPU inference primitives by tracing FlashAttention, PagedAttention, and KV-cache reuse back to classic operating system memory paging and hardware scratchpads. 3 min read · [anshugondi.hashnode.dev](https://anshugondi.hashnode.dev/why-vllm-sglang-and-flashattention-are-just-1970s-embedded-systems-algorithms?utm_source=hashnode&utm_medium=feed) [vikas sharma](https://hashnode.com/@vikasty) · [Nov 3](https://hashnode.com/posts/nvidia-a100-gpu-a-guide-to-ai-computing-and-high-performance-workloads/6ae9b902acd8970db02895a9) ### [NVIDIA A100 GPU: A Guide to AI Computing and High-Performance Workloads](https://vkdigiservices.hashnode.dev/nvidia-a100-gpu-a-guide-to-ai-computing-and-high-performance-workloads?utm_source=hashnode&utm_medium=feed) Understanding the NVIDIA A100 GPU and its role in modern AI infrastructure. 7 min read · [vkdigiservices.hashnode.dev](https://vkdigiservices.hashnode.dev/nvidia-a100-gpu-a-guide-to-ai-computing-and-high-performance-workloads?utm_source=hashnode&utm_medium=feed) [vikas sharma](https://hashnode.com/@vikasty) · [Nov 3](https://hashnode.com/posts/a100-gpu-a-practical-guide-to-accelerated-computing/6ae99d3cdce8dcce50016a4d) ### [A100 GPU: A Practical Guide to Accelerated Computing](https://vkdigiservices.hashnode.dev/a100-gpu-a-practical-guide-to-accelerated-computing?utm_source=hashnode&utm_medium=feed) Exploring GPU acceleration, memory capacity, AI development, and scalable computing environments. 9 min read · [vkdigiservices.hashnode.dev](https://vkdigiservices.hashnode.dev/a100-gpu-a-practical-guide-to-accelerated-computing?utm_source=hashnode&utm_medium=feed) [Weiwei Zhang](https://hashnode.com/@aicplight) · [Oct 27](https://hashnode.com/posts/how-to-design-an-800g-infiniband-xdr-network-for-large-scale-gpu-clusters/6ae0119c6437358889f7089f) ### [How to Design an 800G InfiniBand XDR Network for Large-Scale GPU Clusters](https://aicplight.hashnode.dev/how-to-design-an-800g-infiniband-xdr-network-for-large-scale-gpu-clusters?utm_source=hashnode&utm_medium=feed) Learn how to design an 800G InfiniBand XDR network for GPU clusters, including switch topology, ConnectX-8 SuperNIC compatibility, optical interconnects, fiber deployment, and performance validation. 7 min read · [aicplight.hashnode.dev](https://aicplight.hashnode.dev/how-to-design-an-800g-infiniband-xdr-network-for-large-scale-gpu-clusters?utm_source=hashnode&utm_medium=feed) [NPOD-Edge Data Center](https://hashnode.com/@npod) · [Oct 26](https://hashnode.com/posts/when-ai-outgrows-your-hardware-finding-the-right-ai-infrastructure-solutions/6adf2f87336ac1971c448816) ### [When AI Outgrows Your Hardware: Finding the Right AI Infrastructure Solutions](https://data-center-journal.hashnode.dev/when-ai-outgrows-your-hardware-finding-the-right-ai-infrastructure-solutions?utm_source=hashnode&utm_medium=feed) Explore AI infrastructure solutions for demanding workloads. Compare GPU servers, cloud GPUs and integrated systems for business AI. 6 min read · [data-center-journal.hashnode.dev](https://data-center-journal.hashnode.dev/when-ai-outgrows-your-hardware-finding-the-right-ai-infrastructure-solutions?utm_source=hashnode&utm_medium=feed) [Vũ Nhật Lâm](https://hashnode.com/@kami61) · [Oct 26](https://hashnode.com/posts/a-poem-on-github-and-a-cve-chain-the-poellm-botnet-mining-on-exposed-ai-infrastructure/6adebc1687a91600d8789885) ### [A Poem on GitHub and a CVE Chain: the PoeLLM Botnet Mining on Exposed AI Infrastructure](https://blog.fiscybersec.com/a-poem-on-github-and-a-cve-chain-the-poellm-botnet-mining-on-exposed-ai-infrastructure?utm_source=hashnode&utm_medium=feed) Summary PoeLLM is malware that Black Lotus Labs (Lumen) has tracked since April 2026. It has compromised more than 3,400 servers, peaking at over 800 active systems per day. Victims are concentrated i 12 min read · [blog.fiscybersec.com](https://blog.fiscybersec.com/a-poem-on-github-and-a-cve-chain-the-poellm-botnet-mining-on-exposed-ai-infrastructure?utm_source=hashnode&utm_medium=feed) [nRouter.ai](https://hashnode.com/@nrouterai) · [Oct 26](https://hashnode.com/posts/refused-before-it-ran-designing-a-budget-check-that-concurrency-cannot-beat/6adef9d0b68a5910dc9d86f1) ### [Refused Before It Ran: Designing a Budget Check That Concurrency Cannot Beat](https://nrouter.hashnode.dev/refused-before-it-ran-designing-a-budget-check-that-concurrency-cannot-beat?utm_source=hashnode&utm_medium=feed) A budget check that reads settled spend and compares it to a limit has a race condition at its heart. Request A checks: 90 spent of 100, pass. Request B checks at the same moment: 90 of 100, pass. Bot 3 min read · [nrouter.hashnode.dev](https://nrouter.hashnode.dev/refused-before-it-ran-designing-a-budget-check-that-concurrency-cannot-beat?utm_source=hashnode&utm_medium=feed) [Marc Wojcik](https://hashnode.com/@thecgaigroup) · [Oct 24](https://hashnode.com/posts/data-center-consent-ai-capacity-constraint/6adce87464c237f3aa3ec8da) ### [Data Center Consent: The Industry Constraint on AI](https://blog.thecgaigroup.com/data-center-consent-ai-capacity-constraint?utm_source=hashnode&utm_medium=feed) Amazon's retreat from a $427M Virginia campus shows local permission is now a binding limit on AI capacity. 13 min read · [blog.thecgaigroup.com](https://blog.thecgaigroup.com/data-center-consent-ai-capacity-constraint?utm_source=hashnode&utm_medium=feed) [Biz tech pulse hub](https://hashnode.com/@biztechpulsehub) · [Oct 23](https://hashnode.com/posts/uncontrolled-artificial-intelligence-api-billing-spikes-drain-corporate-technology/6adbaeaa001b0a094614ea36) ### [Uncontrolled artificial intelligence API billing spikes drain corporate technology](https://biztechpulsehub.hashnode.dev/uncontrolled-artificial-intelligence-api-billing-spikes-drain-corporate-technology?utm_source=hashnode&utm_medium=feed) Learn advanced GenAI cost engineering techniques to reduce infrastructure bills, avoid cloud resource waste, and optimize enterprise networks safely. 1 min read · [biztechpulsehub.hashnode.dev](https://biztechpulsehub.hashnode.dev/uncontrolled-artificial-intelligence-api-billing-spikes-drain-corporate-technology?utm_source=hashnode&utm_medium=feed)