Experimental News Clipping Site

Tag: throughput

  • AWS News Blog: Amazon FSx for Lustre increases throughput to GPU instances by up to 12x

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    Source URL: https://aws.amazon.com/blogs/aws/amazon-fsx-for-lustre-unlocks-full-network-bandwidth-and-gpu-performance/ Source: AWS News Blog Title: Amazon FSx for Lustre increases throughput to GPU instances by up to 12x Feedly Summary: Amazon FSx for Lustre now features Elastic Fabric Adapter and NVIDIA GPUDirect Storage for up to 12x higher throughput to GPUs, unlocking new possibilities in deep learning, autonomous vehicles, and HPC workloads.…

  • Hacker News: AMD Releases ROCm Version 6.3

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    Source URL: https://insidehpc.com/2024/11/amd-releases-rocm-version-6-3/ Source: Hacker News Title: AMD Releases ROCm Version 6.3 Feedly Summary: Comments AI Summary and Description: Yes Summary: AMD’s ROCm Version 6.3 enhances AI and HPC workloads through its advanced features like SGLang for generative AI, optimized FlashAttention-2, integration of the AMD Fortran compiler, and new multi-node FFT support. This release is…

  • AWS News Blog: Time-based snapshot copy for Amazon EBS

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    Source URL: https://aws.amazon.com/blogs/aws/time-based-snapshot-copy-for-amazon-ebs/ Source: AWS News Blog Title: Time-based snapshot copy for Amazon EBS Feedly Summary: With time-based copying, critical EBS snapshots and AMIs can now meet crucial RPOs by specifying exact completion durations from 15 minutes to 48 hours for disaster recovery, testing, development, and operations. AI Summary and Description: Yes Summary: The provided…

  • Hacker News: Transactional Object Storage?

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    Source URL: https://blog.mbrt.dev/posts/transactional-object-storage/ Source: Hacker News Title: Transactional Object Storage? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the challenges and solutions in developing a portable and cost-effective database solution using object storage services like AWS S3 and Google Cloud Storage. By reinventing aspects of traditional databases, the author outlines a…

  • Cloud Blog: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/learn-how-to-handle-429-resource-exhaustion-errors-in-your-llms/ Source: Cloud Blog Title: Don’t let resource exhaustion leave your users hanging: A guide to handling 429 errors Feedly Summary: Large language models (LLMs) give developers immense power and scalability, but managing resource consumption is key to delivering a smooth user experience. LLMs demand significant computational resources, which means it’s essential to…

  • Hacker News: AWS Lambda PR/FAQ After 10 Years

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    Source URL: https://www.allthingsdistributed.com/2024/11/aws-lambda-turns-10-a-rare-look-at-the-doc-that-started-it.html Source: Hacker News Title: AWS Lambda PR/FAQ After 10 Years Feedly Summary: Comments AI Summary and Description: Yes Summary: The text details the evolution and features of AWS Lambda, a serverless computing service that enables developers to run their code without the complexities associated with infrastructure management. This information can greatly benefit…

  • Cloud Blog: Google Cloud NetApp Volumes now available for OpenShift on Google Cloud

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    Source URL: https://cloud.google.com/blog/topics/partners/netapp-volumes-now-available-for-openshift-on-google-cloud/ Source: Cloud Blog Title: Google Cloud NetApp Volumes now available for OpenShift on Google Cloud Feedly Summary: As a result of new joint efforts across NetApp, Red Hat and Google Cloud, we are announcing support for Google Cloud NetApp Volumes in OpenShift on Google Cloud through NetApp Trident Version 24.10. This enables…

  • Hacker News: Batched reward model inference and Best-of-N sampling

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    Source URL: https://raw.sh/posts/easy_reward_model_inference Source: Hacker News Title: Batched reward model inference and Best-of-N sampling Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in reinforcement learning (RL) models applied to large language models (LLMs), focusing particularly on reward models utilized in techniques like Reinforcement Learning with Human Feedback (RLHF) and dynamic…

  • Cloud Blog: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey

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    Source URL: https://cloud.google.com/blog/products/databases/new-proxy-adapter-eases-cassandra-to-spanner-migration/ Source: Cloud Blog Title: New Cassandra to Spanner adapter simplifies Yahoo’s migration journey Feedly Summary: Cassandra, a key-value NoSQL database, is prized for its speed and scalability, and used broadly for  applications that require rapid data retrieval and storage such as caching, session management, and real-time analytics. Its simple key-value pair structure…

  • Hacker News: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization

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    Source URL: https://rccchoudhury.github.io/rlt/ Source: Hacker News Title: Don’t Look Twice: Faster Video Transformers with Run-Length Tokenization Feedly Summary: Comments AI Summary and Description: Yes Summary: The text presents a novel approach called Run-Length Tokenization (RLT) aimed at optimizing video transformers by eliminating redundant tokens. This content-aware method results in substantial speed improvements for training and…