Tag: low latency

  • Cloud Blog: Powerful infrastructure innovations for your AI-first future

    Source URL: https://cloud.google.com/blog/products/compute/trillium-sixth-generation-tpu-is-in-preview/ Source: Cloud Blog Title: Powerful infrastructure innovations for your AI-first future Feedly Summary: The rise of generative AI has ushered in an era of unprecedented innovation, demanding increasingly complex and more powerful AI models. These advanced models necessitate high-performance infrastructure capable of efficiently scaling AI training, tuning, and inferencing workloads while optimizing…

  • Cloud Blog: Speed, scale and reliability: 25 years of Google data-center networking evolution

    Source URL: https://cloud.google.com/blog/products/networking/speed-scale-reliability-25-years-of-data-center-networking/ Source: Cloud Blog Title: Speed, scale and reliability: 25 years of Google data-center networking evolution Feedly Summary: Rome wasn’t built in a day, and neither was Google’s network. But 25 years in, we’ve built out network infrastructure with scale and technical sophistication that’s nothing short of remarkable. It’s all the more impressive…

  • Cloud Blog: Unity Ads uses Memorystore to power up to 10 million operations per second

    Source URL: https://cloud.google.com/blog/products/databases/unity-ads-powers-up-to-10m-operations-per-second-with-memorystore/ Source: Cloud Blog Title: Unity Ads uses Memorystore to power up to 10 million operations per second Feedly Summary: Editor’s note: Unity Ads, a mobile advertising platform, previously relying on its own self-managed Redis infrastructure, was searching for a solution that scales better for various use cases and reduces maintenance overhead. Unity…

  • Hacker News: GDDR7 Memory Supercharges AI Inference

    Source URL: https://semiengineering.com/gddr7-memory-supercharges-ai-inference/ Source: Hacker News Title: GDDR7 Memory Supercharges AI Inference Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses GDDR7 memory, a cutting-edge graphics memory solution designed to enhance AI inference capabilities. With its impressive bandwidth and low latency, GDDR7 is essential for managing the escalating data demands associated with…

  • Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…

  • Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size

    Source URL: https://cloud.google.com/blog/products/databases/how-prefab-scales-with-spanners-postrgesql-interface/ Source: Cloud Blog Title: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size Feedly Summary: TL;DR: We use Spanner’s PostgreSQL interface at Prefab, and we’ve had a good time. It’s easy to set up, easy to use, and — surprisingly — less expensive than other databases we’ve tried for…

  • Cloud Blog: Reltio’s Data Plane Transformation with Spanner on Google Cloud

    Source URL: https://cloud.google.com/blog/products/spanner/reltio-migrates-from-cassandra-to-spanner/ Source: Cloud Blog Title: Reltio’s Data Plane Transformation with Spanner on Google Cloud Feedly Summary: In today’s data-driven landscape, data unification plays a pivotal role in ensuring data consistency and accuracy across an organization. Reltio, a leading provider of AI-powered data unification and management solutions, recently undertook a significant step in modernizing…

  • Hacker News: Llama 405B 506 tokens/second on an H200

    Source URL: https://developer.nvidia.com/blog/boosting-llama-3-1-405b-throughput-by-another-1-5x-on-nvidia-h200-tensor-core-gpus-and-nvlink-switch/ Source: Hacker News Title: Llama 405B 506 tokens/second on an H200 Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in LLM (Large Language Model) processing techniques, specifically focusing on tensor and pipeline parallelism within NVIDIA’s architecture, enhancing performance in inference tasks. It provides insights into how these…