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data ingestion

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Data ingestion on WindowsForum.com covers the process of bringing data from various sources into Microsoft platforms for security, analytics, and AI workloads. Discussions focus on Microsoft Sentinel, where ingestion costs and SIEM onboarding are key concerns, and on connectors like NetApp for Microsoft 365 Copilot that enable on-premises data ingestion without cloud migration. Other topics include Elastic Cloud Serverless on Azure for search and AI, Exchange Online message trace data extraction, and IoT device-to-Azure pipelines. Recurring themes are cost optimization, performance, governance, and integration with Microsoft's ecosystem.
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    DataBahn and Microsoft Sentinel: Fast SIEM Onboarding and Lower Ingestion Costs

    DataBahn’s newly announced deep integration with Microsoft Sentinel promises to collapse SIEM onboarding timeframes and materially lower analytics‑tier ingestion costs — claims that, if realized broadly, would change how security teams plan SIEM migrations and manage long‑term telemetry...
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    • ai data pipeline ai security cloud security data fabric data ingestion databahn microsoft sentinel security data fabric security operations siem siem ingestion siem optimization telemetry
    • Replies: 3
    • Forum: Windows News
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    Cloud AI Production: Perimeter Security, Governance, and Open-Model Deployment

    Cloud providers’ quiet September preview windows have turned into a loud signal to enterprise IT: the next phase of cloud AI isn’t just about model accuracy — it’s about network isolation, governance, flexible deployment, and measurable quality controls that let generative AI move safely from...
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    • aiops bedrock cloud ai data ingestion enterprise ai enterprise security google gemini governance gpt-oss knowledge base mlops model governance network isolation open models provenance logs regulatory compliance reinforcement fine-tuning
    • Replies: 0
    • Forum: Windows News
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    Exchange Online GA: New Message Trace with Get-MessageTraceV2

    Microsoft has moved the revamped Message Trace experience in Exchange Online out of preview and into general availability, bringing a faster UI, new PowerShell cmdlets, extended query windows, and new operational constraints that will change how administrators automate and extract trace data...
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    • 10 days per request 90 days admin center automation data ingestion deprecation end date exchange admin center exchange online ga ga rollout ga-release get-messagetracedetailv2 get-messagetracev2 graph api historical data legacy message trace messagetraceid migration monitoring powershell query window regulatory compliance reporting webservice resultsize security siem startingrecipientaddress tenant throttling tenant-cap throttling time zone trace-filtering
    • Replies: 2
    • Forum: Windows News
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    NetApp Connector for Microsoft 365 Copilot: On-Prem Data, No Cloud Migration

    Microsoft 365 Copilot can now tap enterprise file shares without forcing a wholesale migration to the cloud: NetApp’s new connector brings on‑prem and cloud NetApp data into Copilot while preserving item‑level security, offering containerized deployment options, and promising high performance...
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    • acl azure netapp files container deployment data governance data ingestion document ingestion entra gpu acceleration graph api graph connectors item-level permissions kubernetes microsoft copilot netapp ocr on-prem ontap security vm/gca
    • Replies: 0
    • Forum: Windows News
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    Microsoft Sentinel Data Lake: The Future of Unified Security Data Management

    The landscape of cybersecurity is rapidly evolving, shaped by an ever-expanding volume of data, increasingly sophisticated threats, and the relentless pace of digital transformation. Security operations centers (SOCs) and IT administrators face a recurring and persistent challenge: unifying...
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    • ai security big data security cloud security cost-efficient security cybersecurity data ingestion data management data retention microsoft sentinel open integration regulatory compliance security analytics security automation security data lake security operations center siem soc threat detection threat hunting
    • Replies: 0
    • Forum: Windows News
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    Elastic Cloud Serverless on Azure: Transforming Search and AI with Simplified Scalability

    Elastic’s general availability launch of Elastic Cloud Serverless on Microsoft Azure represents a significant turning point for organizations looking to capitalize on the dual power of serverless architecture and cutting-edge generative AI, without the headaches typically associated with...
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    • ai integration ai workloads azure kubernetes service azure storage cloud computing cloud native data ingestion data lake efficiency elastic enterprise search generative ai hybrid cloud microsoft azure real-time analytics scalability search ai lake search optimization security compliance serverless architecture
    • Replies: 0
    • Forum: Windows News
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    VIDEO IoT - From Device to Azure

    IoT is all the rage, but how do you connect those "things" TO the internet, to the cloud, to Azure? Luckily Visual C++ MVP Alon Fliess is here to help with a great blog post. Link Removed Introduction to the Internet of Things – From the Device to Microsoft Azure Cloud Technology advances in...
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    • arduino big data cloud computing data analysis data ingestion devices embedded systems event hubs home automation iot local gateway m2m communication machine learning microsoft azure power bi raspberry pi security sensors smart home tech industry trends
    • Replies: 0
    • Forum: Live RSS Feeds
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