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Tag: scalability

  • Cloud Blog: Orchestrating GPU-based distributed training workloads on AI Hypercomputer

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/gpu-orchestration-options-on-ai-hypercomputer/ Source: Cloud Blog Title: Orchestrating GPU-based distributed training workloads on AI Hypercomputer Feedly Summary: When it comes to AI, large language models (LLMs) and machine learning (ML) are taking entire industries to the next level. But with larger models and datasets, developers need distributed environments that span multiple AI accelerators (e.g. GPUs…

  • CSA: Cyber Resilience with Managed Detection and Response

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    Source URL: https://cloudsecurityalliance.org/articles/achieving-cyber-resilience-with-managed-detection-and-response Source: CSA Title: Cyber Resilience with Managed Detection and Response Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the increasing importance of Managed Detection and Response (MDR) services in enhancing cyber resilience in organizations amid sophisticated cyber threats. It highlights how MDR integrates AI technologies and human expertise for…

  • Cloud Blog: How Ford Pro uses Bigtable to harness connected vehicle telemetry data

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    Source URL: https://cloud.google.com/blog/products/databases/ford-pro-intelligence-built-on-bigtable-nosql-database/ Source: Cloud Blog Title: How Ford Pro uses Bigtable to harness connected vehicle telemetry data Feedly Summary: Ford Pro Intelligence is a cloud-based platform that is used for managing and supporting fleet operations of its commercial customers. Ford commercial customers range from small businesses, large enterprises like United Postal Service and Pepsi…

  • The Register: Google thinks the grid can’t support AI, so it’s spending on solar for future datacenters

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    Source URL: https://www.theregister.com/2024/12/12/google_solar_energy_datacenter/ Source: The Register Title: Google thinks the grid can’t support AI, so it’s spending on solar for future datacenters Feedly Summary: Deal with Intersect Power will see gigawatts of compute capacity come online Google believes the US electricity grid can’t deliver the energy needed to power datacenters that deliver AI services, so…

  • The Register: Apple reportedly building AI server processor with help from Broadcom

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    Source URL: https://www.theregister.com/2024/12/12/apple_ai_chip_broadcom/ Source: The Register Title: Apple reportedly building AI server processor with help from Broadcom Feedly Summary: Something called ‘Baltra’ expected to make its debut in 2026, perhaps with tech both already use Apple is reportedly working with chip giant Broadcom to develop a custom server processor to power the AI services and…

  • Hacker News: AI Scaling Laws

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    Source URL: https://semianalysis.com/2024/12/11/scaling-laws-o1-pro-architecture-reasoning-training-infrastructure-orion-and-claude-3-5-opus-failures/ Source: Hacker News Title: AI Scaling Laws Feedly Summary: Comments AI Summary and Description: Yes Summary: The text centers around the ongoing discourse and advancements related to AI scaling laws, particularly concerning Large Language Models (LLMs) and their performance. It contrasts bearish narratives surrounding the scalability of AI models with the significant…

  • Cloud Blog: Announcing the general availability of Trillium, our sixth-generation TPU

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    Source URL: https://cloud.google.com/blog/products/compute/trillium-tpu-is-ga/ Source: Cloud Blog Title: Announcing the general availability of Trillium, our sixth-generation TPU Feedly Summary: The rise of large-scale AI models capable of processing diverse modalities like text and images presents a unique infrastructural challenge. These models require immense computational power and specialized hardware to efficiently handle training, fine-tuning, and inference. Over…

  • Cloud Blog: How Vertex AI’s vector search helps unlock high-performance gen AI apps

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    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-fast-and-scalable-ai-applications-with-vertex-ai/ Source: Cloud Blog Title: How Vertex AI’s vector search helps unlock high-performance gen AI apps Feedly Summary: Think about your favorite apps – the ones that deliver instant results from massive amounts of data. They’re likely powered by vector search, the same technology that fuels generative AI. Vector search is crucial for…

  • Cloud Blog: Unleash a new era of PostgreSQL: AlloyDB redefines what’s possible

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    Source URL: https://cloud.google.com/blog/products/databases/a-postgresql-database-users-guide-to-benefits-of-alloydb/ Source: Cloud Blog Title: Unleash a new era of PostgreSQL: AlloyDB redefines what’s possible Feedly Summary: It’s been more than two and a half years since we introduced AlloyDB for PostgreSQL, our 100% PostgreSQL-compatible database that offers superior performance, availability, and scale. AlloyDB reimagines PostgreSQL with Google’s cutting-edge technology. It includes a…

  • Cloud Blog: Google Cloud and Swift pioneer advanced AI and federated learning tech to help combat payments fraud

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    Source URL: https://cloud.google.com/blog/products/identity-security/google-cloud-and-swift-pioneer-advanced-ai-and-federated-learning-tech/ Source: Cloud Blog Title: Google Cloud and Swift pioneer advanced AI and federated learning tech to help combat payments fraud Feedly Summary: Conventional fraud detection methods have a hard time keeping up with increasingly sophisticated criminal tactics. Existing systems often rely on the limited data of individual institutions, and this hinders the…