Tag: Big data
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Cloud Blog: 11 ways to reduce your Google Cloud compute costs today
Source URL: https://cloud.google.com/blog/products/compute/cost-saving-strategies-when-migrating-to-google-cloud-compute/ Source: Cloud Blog Title: 11 ways to reduce your Google Cloud compute costs today Feedly Summary: As the saying goes, “a penny saved is a penny earned," and this couldn’t be more true when it comes to cloud infrastructure. In today’s competitive business landscape, you need to maintain the performance to meet…
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Cloud Blog: The new data scientist: From analyst to agentic architect
Source URL: https://cloud.google.com/blog/products/data-analytics/enabling-data-scientists-to-become-agentic-architects/ Source: Cloud Blog Title: The new data scientist: From analyst to agentic architect Feedly Summary: The role of the data scientist is rapidly transforming. For the past decade, their mission has centered on analyzing the past to run predictive models that informed business decisions. Today, that is no longer enough. The market…
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Cloud Blog: BigQuery under the hood: The power of the Column Metadata index aka CMETA
Source URL: https://cloud.google.com/blog/products/data-analytics/understanding-the-bigquery–column-metadata-cmeta-index/ Source: Cloud Blog Title: BigQuery under the hood: The power of the Column Metadata index aka CMETA Feedly Summary: While petabyte-scale data warehouses are becoming more common, getting the performance you need without escalating costs and effort remain key challenges, even in a modern cloud data warehouse. While many data warehouse platform…
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Cloud Blog: Investigate fast with AI: Gemini Cloud Assist for Dataproc & Serverless for Apache Spark
Source URL: https://cloud.google.com/blog/products/data-analytics/troubleshoot-apache-spark-on-dataproc-with-gemini-cloud-assist-ai/ Source: Cloud Blog Title: Investigate fast with AI: Gemini Cloud Assist for Dataproc & Serverless for Apache Spark Feedly Summary: Apache Spark is a fundamental part of most modern lakehouse architectures, and Google Cloud’s Dataproc provides a powerful, fully managed platform for running Spark applications. However, for data engineers and scientists, debugging…
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Cloud Blog: Google Cloud’s open ecosystem for Apache Iceberg
Source URL: https://cloud.google.com/blog/products/data-analytics/committing-to-apache-iceberg-with-our-ecosystem-partners/ Source: Cloud Blog Title: Google Cloud’s open ecosystem for Apache Iceberg Feedly Summary: AI is transforming data into a strategic asset, driving demand for flexible, integrated, and real-time data architectures. But yesterday’s data tools can’t handle AI’s demand for massive volumes of real-time and multi-modal data. Data lakes, for instance, offer flexibility…
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Schneier on Security: Subverting AIOps Systems Through Poisoned Input Data
Source URL: https://www.schneier.com/blog/archives/2025/08/subverting-aiops-systems-through-poisoned-input-data.html Source: Schneier on Security Title: Subverting AIOps Systems Through Poisoned Input Data Feedly Summary: In this input integrity attack against an AI system, researchers were able to fool AIOps tools: AIOps refers to the use of LLM-based agents to gather and analyze application telemetry, including system logs, performance metrics, traces, and alerts,…
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Cloud Blog: Now GA: C4 VMs with Local SSD, bare metal, and larger shapes, on Intel Xeon 6
Source URL: https://cloud.google.com/blog/products/compute/c4-vms-based-on-intel-6th-gen-xeon-granite-rapids-now-ga/ Source: Cloud Blog Title: Now GA: C4 VMs with Local SSD, bare metal, and larger shapes, on Intel Xeon 6 Feedly Summary: We’re thrilled to announce a significant expansion of our C4 virtual machine series, with the general availability of 28 powerful new shapes. This expansion introduces C4 shapes with Google’s next-gen…
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Cloud Blog: The Dataproc advantage: Advanced Spark features that will transform your analytics and AI
Source URL: https://cloud.google.com/blog/products/data-analytics/why-use-dataproc-for-your-apache-spark-environment/ Source: Cloud Blog Title: The Dataproc advantage: Advanced Spark features that will transform your analytics and AI Feedly Summary: With its exceptional price-performance, Google Cloud’s Dataproc has evolved from a simple, managed open-source software (OSS) service to a powerhouse in Apache Spark and open lakehouses, driving the analytics and AI workloads of…
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Cloud Blog: Calling all devs: Build multi-agent systems in the Agent Development Kit Hackathon with Google Cloud
Source URL: https://cloud.google.com/blog/topics/developers-practitioners/join-the-agent-development-kit-hackathon-with-google-cloud/ Source: Cloud Blog Title: Calling all devs: Build multi-agent systems in the Agent Development Kit Hackathon with Google Cloud Feedly Summary: Heard of AI agents lately? We know many of you are itching to start building them! Here’s your chance with the Agent Development Kit Hackathon with Google Cloud. Everyone’s talking about…
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Cloud Blog: Vertex AI offers new ways to build and manage multi-agent systems
Source URL: https://cloud.google.com/blog/products/ai-machine-learning/build-and-manage-multi-system-agents-with-vertex-ai/ Source: Cloud Blog Title: Vertex AI offers new ways to build and manage multi-agent systems Feedly Summary: Every enterprise will soon rely on multi-agent systems – multiple AI agents working together – even when built on different frameworks or providers. Agents are intelligent systems that can act on your behalf using reasoning,…