Tag: capacity
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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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The Register: Telcos find cloud migrations, security, are a pain in the IaaS
Source URL: https://www.theregister.com/2024/10/22/telcos_consume_less_than_half/ Source: The Register Title: Telcos find cloud migrations, security, are a pain in the IaaS Feedly Summary: Carriers consume less than half the cloud they committed to use Telecom companies have consumed only 48 percent of the cloud they have committed to, yet seek to secure more, according to a report released…
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The Register: Developer pockets $2M in savings from going cloud-free
Source URL: https://www.theregister.com/2024/10/21/37signals_aws_savings/ Source: The Register Title: Developer pockets $2M in savings from going cloud-free Feedly Summary: 37signals CTO claims cost of new hardware was ‘entirely recouped’ as contracts expired after AWS exit The web software biz that decided to exit the cloud after racking up a huge bill says it has saved almost $2…
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Simon Willison’s Weblog: The 3 AI Use Cases: Gods, Interns, and Cogs
Source URL: https://simonwillison.net/2024/Oct/20/gods-interns-and-cogs/#atom-everything Source: Simon Willison’s Weblog Title: The 3 AI Use Cases: Gods, Interns, and Cogs Feedly Summary: The 3 AI Use Cases: Gods, Interns, and Cogs Drew Breunig introduces an interesting new framework for categorizing use cases of modern AI: Gods refers to the autonomous, AGI stuff that’s still effectively science fiction. Interns…
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Hacker News: Sabotage Evaluations for Frontier Models
Source URL: https://www.anthropic.com/research/sabotage-evaluations Source: Hacker News Title: Sabotage Evaluations for Frontier Models Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text outlines a comprehensive series of evaluation techniques developed by the Anthropic Alignment Science team to assess potential sabotage capabilities in AI models. These evaluations are crucial for ensuring the safety and integrity…
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Cloud Blog: From Cassandra to Bigtable: Database migration tips from Palo Alto Networks
Source URL: https://cloud.google.com/blog/products/databases/palo-alto-networks-migrates-from-cassandra-to-bigtable/ Source: Cloud Blog Title: From Cassandra to Bigtable: Database migration tips from Palo Alto Networks Feedly Summary: In today’s data-driven world, businesses need database solutions that can handle massive data volumes, deliver lightning-fast performance, and maintain near-perfect uptime. This is especially true for companies with critical workloads operating at global scale, where…
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The Register: Samsung releases 24Gb GDDR7 DRAM for testing in beefy AI systems
Source URL: https://www.theregister.com/2024/10/17/samsung_gddr7_dram_chip/ Source: The Register Title: Samsung releases 24Gb GDDR7 DRAM for testing in beefy AI systems Feedly Summary: Production slated for Q1 2025, barring any hiccups Samsung has finally stolen a march in the memory market with 24 Gb GDDR7 DRAM being released for validation in AI computing systems from GPU customers before…