Tag: resource utilization

  • Cloud Blog: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview

    Source URL: https://cloud.google.com/blog/products/compute/introducing-a4-vms-powered-by-nvidia-b200-gpu-aka-blackwell/ Source: Cloud Blog Title: Blackwell is here — new A4 VMs powered by NVIDIA B200 now in preview Feedly Summary: Modern AI workloads require powerful accelerators and high-speed interconnects to run sophisticated model architectures on an ever-growing diverse range of model sizes and modalities. In addition to large-scale training, these complex models…

  • Hacker News: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX

    Source URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/deepseeks-ai-breakthrough-bypasses-industry-standard-cuda-uses-assembly-like-ptx-programming-instead Source: Hacker News Title: DeepSeek’s AI breakthrough bypasses industry-standard CUDA, uses PTX Feedly Summary: Comments AI Summary and Description: Yes Summary: DeepSeek’s recent achievement in training a massive language model using 671 billion parameters has garnered significant attention due to its innovative optimizations and the use of Nvidia’s PTX programming. This breakthrough…

  • Cloud Blog: Migrate Oracle-based applications to Google Cloud and simplify operations

    Source URL: https://cloud.google.com/blog/products/databases/tips-for-migrating-oracle-based-applications-to-google-cloud/ Source: Cloud Blog Title: Migrate Oracle-based applications to Google Cloud and simplify operations Feedly Summary: Last year, Google Cloud and Oracle forged a strategic partnership to accelerate cloud transformation for businesses, allowing them to integrate Oracle’s robust database capabilities within Google Cloud’s environment. This partnership applies to Oracle databases, as well as…

  • Hacker News: Rust: Investigating an Out of Memory Error

    Source URL: https://www.qovery.com/blog/rust-investigating-a-strange-out-of-memory-error/ Source: Hacker News Title: Rust: Investigating an Out of Memory Error Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes a series of events relating to an out-of-memory (OOM) issue with the engine-gateway service at Qovery. This incident emphasizes the complexities surrounding memory management in cloud-native environments, especially when…

  • Cloud Blog: GKE delivers breakthrough Horizontal Pod Autoscaler performance

    Source URL: https://cloud.google.com/blog/products/containers-kubernetes/rearchitected-gke-hpa-improves-scaling-performance/ Source: Cloud Blog Title: GKE delivers breakthrough Horizontal Pod Autoscaler performance Feedly Summary: At Google Cloud, we are committed to providing the fastest and most reliable Kubernetes platform, Google Kubernetes Engine (GKE). Today, we are excited to announce an improved Horizontal Pod Autoscaler (HPA), the Kubernetes feature that automatically updates workload resources…

  • 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: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool

    Source URL: https://www.dash0.com/blog/autoscaling-your-kubernetes-application-with-dash0 Source: Hacker News Title: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth analysis of the Horizontal Pod Autoscaler (HPA) in Kubernetes and its ability to automate application scaling based on telemetry data, emphasizing the importance of application-level…

  • Hacker News: Cloud Efficiency at Netflix

    Source URL: https://netflixtechblog.com/cloud-efficiency-at-netflix-f2a142955f83 Source: Hacker News Title: Cloud Efficiency at Netflix Feedly Summary: Comments AI Summary and Description: Yes Short Summary: The text discusses Netflix’s utilization of Amazon Web Services (AWS) to enhance cloud efficiency through a two-component data solution, Foundational Platform Data (FPD) and Cloud Efficiency Analytics (CEA). This approach aims to provide clear…

  • Hacker News: All You Need Is 4x 4090 GPUs to Train Your Own Model

    Source URL: https://sabareesh.com/posts/llm-rig/ Source: Hacker News Title: All You Need Is 4x 4090 GPUs to Train Your Own Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed guide on building a custom machine learning rig specifically for training Large Language Models (LLMs) using high-performance hardware. It highlights the significance…