Experimental News Clipping Site

Tag: throughput

  • Hacker News: A FLOSS platform for data analysis pipelines that you probably haven’t heard of

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    Source URL: https://arvados.org/technology/ Source: Hacker News Title: A FLOSS platform for data analysis pipelines that you probably haven’t heard of Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text discusses the Arvados architecture, an open-source platform for managing and processing large datasets, highlighting its data storage capabilities, workflow orchestration, and security features.…

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

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    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…

  • Hacker News: Simonw’s notes on Cloudflare’s new SQLite-backed "Durable Objects" system

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    Source URL: https://simonwillison.net/2024/Oct/13/zero-latency-sqlite-storage-in-every-durable-object/ Source: Hacker News Title: Simonw’s notes on Cloudflare’s new SQLite-backed "Durable Objects" system Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the enhancements to Cloudflare’s Durable Object platform, where the system evolves to leverage zero-latency SQLite storage. This architectural design integrates application logic directly with data, which offers…

  • Simon Willison’s Weblog: Zero-latency SQLite storage in every Durable Object

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    Source URL: https://simonwillison.net/2024/Oct/13/zero-latency-sqlite-storage-in-every-durable-object/#atom-everything Source: Simon Willison’s Weblog Title: Zero-latency SQLite storage in every Durable Object Feedly Summary: Zero-latency SQLite storage in every Durable Object Kenton Varda introduces the next iteration of Cloudflare’s Durable Object platform, which recently upgraded from a key/value store to a full relational system based on SQLite. This is a fascinating piece…

  • Cloud Blog: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse

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    Source URL: https://cloud.google.com/blog/products/data-analytics/announcing-bigquery-tables-for-apache-iceberg/ Source: Cloud Blog Title: BigQuery tables for Apache Iceberg: optimized storage for the open lakehouse Feedly Summary: For several years, BigQuery native tables have supported enterprise-level data management capabilities such as ACID transactions, streaming ingestion, and automatic storage optimizations. Many BigQuery customers store data in data lakes using open-source file formats such…

  • Cloud Blog: Building a real-time analytics platform using BigQuery and Bigtable

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    Source URL: https://cloud.google.com/blog/products/databases/using-reverse-etl-between-bigtable-and-bigquery/ Source: Cloud Blog Title: Building a real-time analytics platform using BigQuery and Bigtable Feedly Summary: When developing a real-time architecture, there are two fundamental questions that you need to ask yourself in order to make the right technology choice: Freshness – how fast does the data need to be available? Query latency…

  • Cloud Blog: Parallelstore is now GA, fueling the next generation of AI and HPC workloads

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    Source URL: https://cloud.google.com/blog/products/storage-data-transfer/parallelstore-high-performance-file-service-for-hpc-and-ai-is-ga/ Source: Cloud Blog Title: Parallelstore is now GA, fueling the next generation of AI and HPC workloads Feedly Summary: Organizations use artificial intelligence (AI) and high-performance computing (HPC) applications to process massive datasets, run complex simulations, and train generative models with billions of parameters for diverse use cases such as LLMs, genomic…

  • Cloud Blog: Cut costs and boost efficiency with Dataflow’s new custom source reads

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    Source URL: https://cloud.google.com/blog/products/data-analytics/cut-costs-and-boost-efficiency-with-dataflows-new-source-reads/ Source: Cloud Blog Title: Cut costs and boost efficiency with Dataflow’s new custom source reads Feedly Summary: Scaling workloads often comes with a hefty price tag, especially in streaming environments, where latency is heavily scrutinized. So it makes sense we want our pipelines to run without bottlenecks — because costs and latency…