Tag: optimization

  • Hacker News: Solving Fine Grained Authorization with Incremental Computation

    Source URL: https://www.feldera.com/blog/fine-grained-authorization Source: Hacker News Title: Solving Fine Grained Authorization with Incremental Computation Feedly Summary: Comments AI Summary and Description: Yes Summary: This text discusses the implementation and performance optimization of Fine-Grained Authorization (FGA) access control models, emphasizing the use of incremental computation to improve authorization checks in large systems. It showcases the benefits…

  • Hacker News: Scaling to users requires Synapse Pro

    Source URL: https://element.io/blog/scaling-to-millions-of-users-requires-synapse-pro/ Source: Hacker News Title: Scaling to users requires Synapse Pro Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the differences between Synapse Pro and the community version of Synapse for Matrix deployments, emphasizing Synapse Pro’s architecture tailored for high-scale applications. It outlines significant performance improvements through the use…

  • Hacker News: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch.

    Source URL: https://people.ece.ubc.ca/aamodt/publications/papers/realgpu-noc.micro2024.pdf Source: Hacker News Title: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch. Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed examination of the Network-on-Chip (NoC) architecture in modern GPUs, particularly analyzing interconnect latency and bandwidth across different generations of NVIDIA GPUs. It discusses the implications…

  • Google Online Security Blog: OSV-SCALIBR: A library for Software Composition Analysis

    Source URL: https://security.googleblog.com/2025/01/osv-scalibr-library-for-software.html Source: Google Online Security Blog Title: OSV-SCALIBR: A library for Software Composition Analysis Feedly Summary: AI Summary and Description: Yes Summary: The article discusses the launch of OSV-SCALIBR, an extensible library for software composition analysis (SCA) and file system scanning. It highlights its capabilities, including vulnerability scanning and Software Bill of Materials…

  • Chip Huyen: Common pitfalls when building generative AI applications

    Source URL: https://huyenchip.com//2025/01/16/ai-engineering-pitfalls.html Source: Chip Huyen Title: Common pitfalls when building generative AI applications Feedly Summary: As we’re still in the early days of building applications with foundation models, it’s normal to make mistakes. This is a quick note with examples of some of the most common pitfalls that I’ve seen, both from public case…

  • Cloud Blog: New year, new updates to AI Hypercomputer

    Source URL: https://cloud.google.com/blog/products/compute/a3-ultra-with-nvidia-h200-gpus-are-ga-on-ai-hypercomputer/ Source: Cloud Blog Title: New year, new updates to AI Hypercomputer Feedly Summary: The last few weeks of 2024 were exhilarating as we worked to bring you multiple advancements in AI infrastructure, including the general availability of Trillium, our sixth-generation TPU, A3 Ultra VMs powered by NVIDIA H200 GPUs, support for up…

  • Cloud Blog: C4A, the first Google Axion Processor, now GA with Titanium SSD

    Source URL: https://cloud.google.com/blog/products/compute/first-google-axion-processor-c4a-now-ga-with-titanium-ssd/ Source: Cloud Blog Title: C4A, the first Google Axion Processor, now GA with Titanium SSD Feedly Summary: Today, we are thrilled to announce the general availability of C4A virtual machines with Titanium SSDs custom designed by Google for cloud workloads that require real-time data processing, with low-latency and high-throughput storage performance. Titanium…

  • Cloud Blog: Trading in the Cloud: Lessons from Deutsche Börse Group’s cloud-native trading engine

    Source URL: https://cloud.google.com/blog/topics/financial-services/lessons-from-deutsche-borse-groups-cloud-native-trading-engine/ Source: Cloud Blog Title: Trading in the Cloud: Lessons from Deutsche Börse Group’s cloud-native trading engine Feedly Summary: Earlier this year, Deutsche Börse Group began developing a new cloud-native, purpose-built trading platform. It was built with a focus on digital assets, such as stablecoins, cryptocurrencies, and other tokenized assets. However, the new…

  • Hacker News: voyage-code-3

    Source URL: https://blog.voyageai.com/2024/12/04/voyage-code-3/ Source: Hacker News Title: voyage-code-3 Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents voyage-code-3, a new embedding model optimized for code retrieval that significantly outperforms existing models in both performance and cost-efficiency. The introduction of Matryoshka learning and advanced quantization techniques allows for reduced storage requirements without compromising…

  • Cloud Blog: How inference at the edge unlocks new AI use cases for retailers

    Source URL: https://cloud.google.com/blog/topics/retail/ai-for-retailers-boost-roi-without-straining-budget-or-resources/ Source: Cloud Blog Title: How inference at the edge unlocks new AI use cases for retailers Feedly Summary: For retailers, making intelligent, data-driven decisions in real-time isn’t an advantage — it’s a necessity. Staying ahead of the curve means embracing AI, but many retailers hesitate to adopt because it’s costly to overhaul…