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Azure Administration in the Enterprise: Real-World Challenges and the Skills That Solve Them
1+ hour, 59+ min ago (988+ words) An Azure environment workflow doesn’t spiral all at once. A few unauthorized access requests, a virtual machine that everyone forgot to switch off over the weekend, or a backup that was never restored. Each gap looks small on its own,…...
What is ETL orchestration? A technical guide
32+ min ago (537+ words) ETL orchestration is the discipline of running data pipelines in the right order, at the right time, under the right resource constraints, with the right response when something fails. It is the layer between your scheduler and the cloud services…...
ADF vs Polysync: when Azure Data Factory stops being enough
32+ min ago (486+ words) Azure Data Factory is a strong data integration service. Within a single factory you get visual pipelines, a large connector library, parameterised datasets and linked services, schedule and tumbling-window triggers, and an integration runtime that can reach hybrid sources. For…...
Automating cross-platform data pipelines: a practical walkthrough
32+ min ago (941+ words) Most teams do not have a transformation problem. Data Factory, Databricks, Functions, Logic Apps, Synapse, Fabric and Cloud Composer all do their respective jobs well. The pain shows up between them: the pipeline that finishes in the morning, the job…...
When native cloud schedulers are enough, and when not
32+ min ago (494+ words) Every cloud platform ships with a scheduler. For work that stays inside that platform it is usually the right tool, and adding an orchestrator on top buys you a hop, a credential and a failure mode. The trouble starts at…...
Wiliot & Thinaer Bring Physical AI to the DoD Customer Base - Ink World Magazine
6+ hour, 19+ min ago (284+ words) Wiliot and Thinaer, a provider of Physical AI infrastructure and software, entered a partnership to bring secure, real-time asset visibility to the defense industrial base. The collaboration begins with a Thinaer deployment at a major U.S. aerospace and defense manufacturer serving…...
Autoscaling for Growing Digital Products and Cloud Performance
8+ hour, 14+ min ago (1294+ words) Digital products are growing faster than ever. Mobile applications, online stores, streaming services, gaming platforms, and SaaS applications can attract large numbers of users within a short period. However, this growth also creates a major technical challenge: managing changing levels…...
Frontier AI Training Compute Has Grown Fivefold Each Year Since 2020
3+ hour, 54+ min ago (291+ words) In a 63-model sample, hardware quantity accounted for 40% of measured compute growth, the largest share. Training compute for frontier language models has grown at an annual rate of 5× since 2020, a pace that doubles the workload about every 5.2 months. The trend…...
Researchers Test AI Approaches to Managing Traffic in Cloud Applications
3+ hour, 50+ min ago (79+ words) Los Angele USA October 16 2026 The growing complexity of cloud applications is creating new challenges for engineers trying to keep online services running smoothly As software systems become more interconnected even small changes in traffic can affect performance across... Researchers Test…...
Veeam Intelligent ResOps for Microsoft 365 Helps Customers Safely Use AI, Cut Storage Costs, and Recover With Precision
1+ day, 22+ hour ago (180+ words) Veeam Data Cloud customers can now understand what AI agents are interacting with their data and how, reduce storage costs, improve compliance, and recover with precision in their Microsoft 365 estates; Veeam also opens Private Previews of Veeam Intelligent ResOps for…...