Experimental News Clipping Site

Tag: latency

  • Hacker News: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP

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    Source URL: https://epochai.org/blog/data-movement-bottlenecks-scaling-past-1e28-flop Source: Hacker News Title: Data movement bottlenecks to large-scale model training: Scaling past 1e28 FLOP Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text explores the limitations and challenges of scaling large language models (LLMs) in distributed training environments. It highlights critical technological constraints related to data movement both…

  • Hacker News: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup

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    Source URL: https://hanlab.mit.edu/blog/svdquant Source: Hacker News Title: SVDQuant: 4-Bit Quantization Powers 12B Flux on a 16GB 4090 GPU with 3x Speedup Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The provided text discusses the innovative SVDQuant paradigm for post-training quantization of diffusion models, which enhances computational efficiency by quantizing both weights and activations to…

  • Cloud Blog: Now run your custom code at the edge with the Application Load Balancers

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    Source URL: https://cloud.google.com/blog/products/networking/service-extensions-plugins-for-application-load-balancers/ Source: Cloud Blog Title: Now run your custom code at the edge with the Application Load Balancers Feedly Summary: Application Load Balancers are essential for reliable web application delivery on Google Cloud. But while Google Cloud’s load balancers offer extensive customization, some situations demand even greater programmability.  We recently announced Service Extensions…

  • Hacker News: WebSockets cost us $1M on our AWS bill

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    Source URL: https://www.recall.ai/post/how-websockets-cost-us-1m-on-our-aws-bill Source: Hacker News Title: WebSockets cost us $1M on our AWS bill Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an in-depth analysis of optimizing inter-process communication (IPC) in a cloud computing environment, particularly within AWS, leading to significant cost reduction. It highlights the inefficiencies of using WebSockets…

  • The Register: Broadcom juices VeloCloud SD-WAN for AI networking

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    Source URL: https://www.theregister.com/2024/11/05/vmware_velocloud_ai_rain/ Source: The Register Title: Broadcom juices VeloCloud SD-WAN for AI networking Feedly Summary: VeloRAIN architecture improves service for fat workloads on the edge VMware Explore Amid all the drama regarding Broadcom’s acquisition of VMware, it’s been easy to forget that the virtualization giant’s SD-WAN outfit, VeloCloud, is now an independent business unit.…

  • Simon Willison’s Weblog: New OpenAI feature: Predicted Outputs

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    Source URL: https://simonwillison.net/2024/Nov/4/predicted-outputs/ Source: Simon Willison’s Weblog Title: New OpenAI feature: Predicted Outputs Feedly Summary: New OpenAI feature: Predicted Outputs Interesting new ability of the OpenAI API – the first time I’ve seen this from any vendor. If you know your prompt is mostly going to return the same content – you’re requesting an edit…

  • Hacker News: What Every Developer Should Know About GPU Computing (2023)

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    Source URL: https://blog.codingconfessions.com/p/gpu-computing Source: Hacker News Title: What Every Developer Should Know About GPU Computing (2023) Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides an in-depth exploration of GPU architecture and programming, emphasizing their importance in deep learning. It contrasts GPUs with CPUs, outlining the strengths and weaknesses of each. Key…

  • Hacker News: We’re Leaving Kubernetes

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    Source URL: https://www.gitpod.io/blog/we-are-leaving-kubernetes Source: Hacker News Title: We’re Leaving Kubernetes Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines the challenges and learnings from creating cloud development environments (CDE) on Kubernetes, ultimately leading to the development of Gitpod Flex—a streamlined platform designed for better security and performance. It emphasizes the unique requirements…

  • Hacker News: Speed, scale and reliability: 25 years of Google datacenter networking evolution

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    Source URL: https://cloud.google.com/blog/products/networking/speed-scale-reliability-25-years-of-data-center-networking Source: Hacker News Title: Speed, scale and reliability: 25 years of Google datacenter networking evolution Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text outlines Google’s networking advancements over the past years, specifically focused on the evolution of its Jupiter data center network. It highlights key principles guiding the…

  • Cloud Blog: How AlloyDB unifies OLTP and OLAP workloads for Tricent

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    Source URL: https://cloud.google.com/blog/products/databases/tricent-standardizes-on-alloydb-for-olap-and-oltp-workloads/ Source: Cloud Blog Title: How AlloyDB unifies OLTP and OLAP workloads for Tricent Feedly Summary: Editor’s Note: Tricent Security Group A/S, a leader in file-sharing security, faced efficiency and performance challenges with their PostgreSQL database infrastructure. Their OLTP workloads needed to process millions of real-time updates efficiently, while their OLAP workloads needed…