Tag: Auto
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Cloud Blog: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads
Source URL: https://cloud.google.com/blog/products/containers-kubernetes/tuning-the-gke-hpa-to-run-inference-on-gpus/ Source: Cloud Blog Title: Save on GPUs: Smarter autoscaling for your GKE inferencing workloads Feedly Summary: While LLM models deliver immense value for an increasing number of use cases, running LLM inference workloads can be costly. If you’re taking advantage of the latest open models and infrastructure, autoscaling can help you optimize…
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Cloud Blog: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size
Source URL: https://cloud.google.com/blog/products/databases/how-prefab-scales-with-spanners-postrgesql-interface/ Source: Cloud Blog Title: Spanner and PostgreSQL at Prefab: Flexible, reliable, and cost-effective at any size Feedly Summary: TL;DR: We use Spanner’s PostgreSQL interface at Prefab, and we’ve had a good time. It’s easy to set up, easy to use, and — surprisingly — less expensive than other databases we’ve tried for…
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Hacker News: Launch HN: GPT Driver (YC S21) – End-to-end app testing in natural language
Source URL: https://news.ycombinator.com/item?id=41924787 Source: Hacker News Title: Launch HN: GPT Driver (YC S21) – End-to-end app testing in natural language Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces GPT Driver, an innovative AI-native solution designed to enhance end-to-end (E2E) testing for mobile applications. By leveraging large language model (LLM) reasoning and…
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The Cloudflare Blog: 4.2 Tbps of bad packets and a whole lot more: Cloudflare’s Q3 DDoS report
Source URL: https://blog.cloudflare.com/ddos-threat-report-for-2024-q3 Source: The Cloudflare Blog Title: 4.2 Tbps of bad packets and a whole lot more: Cloudflare’s Q3 DDoS report Feedly Summary: The number of DDoS attacks spiked in the third quarter of 2024. Cloudflare mitigated nearly 6 million DDoS attacks, representing a 49% increase QoQ and 55% increase YoY. AI Summary and…
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The Cloudflare Blog: Training a million models per day to save customers of all sizes from DDoS attacks
Source URL: https://blog.cloudflare.com/training-a-million-models-per-day-to-save-customers-of-all-sizes-from-ddos Source: The Cloudflare Blog Title: Training a million models per day to save customers of all sizes from DDoS attacks Feedly Summary: In this post we will describe how we use anomaly detection to watch for novel DDoS attacks. We’ll provide an overview of how we build models which flag unusual traffic…
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CSA: Six Key Use Cases for Continuous Controls Monitoring
Source URL: https://cloudsecurityalliance.org/articles/six-key-use-cases-for-continuous-controls-monitoring Source: CSA Title: Six Key Use Cases for Continuous Controls Monitoring Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses Continuous Controls Monitoring (CCM) as a vital approach for organizations to enhance security and compliance, particularly with frameworks like FedRAMP, SOC 2, and DevSecOps. It highlights automation, real-time monitoring, and…
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Hacker News: Supporting Task Switching with Reinforcement Learning
Source URL: https://dl.acm.org/doi/10.1145/3613904.3642063 Source: Hacker News Title: Supporting Task Switching with Reinforcement Learning Feedly Summary: Comments AI Summary and Description: Yes **Short Summary with Insight:** The text discusses the development and evaluation of a reinforcement learning-based Attention Management System (AMS) designed to improve multitasking performance through autonomous task switching. This novel research addresses critical challenges…