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DEV3LOPCOM, LLC
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Sliding and Tumbling Window Metric Computation
In the fast-evolving landscape of data-driven decision-making, tracking time-based metrics reliably is both an art and a science. As seasoned consultants at Dev3lop, we recognize how organizations today—across industries—need to extract actionable insights from...
Hot Path vs Cold Path Real-Time Architecture Patterns
In today’s data-fueled world, the shelf life of information is shrinking rapidly. Decisions that once took weeks now happen in minutes—even seconds. That’s why distinguishing between “Hot Path” and “Cold Path” data architecture patterns is more than a technical...
Edge Device Event Aggregation and Uplink Streaming
Edge computing solutions are rapidly reshaping how businesses manage high-velocity data ecosystems. With countless IoT devices and sensors generating a relentless flow of events, the capacity to aggregate, filter, and transmit critical information to cloud or data...
Checkpointing and Recovery for Continuous Dataflows
In the era of real-time analytics and lightning-fast data pipelines, ensuring resilience and reliability is not just advantageous—it’s imperative. For every organization racing to turn continuous data streams into business insights, the risk of data loss or service...
Stream-Table Duality for Operational Analytics
The relentless pace of digital business transformation demands more than just new data sources—it requires new ways of thinking about data operations. As organizations strive to turn real-time events into competitive advantage, the old dichotomy of data “streams”...
High-Throughput Change Data Capture to Streams
In today’s data-driven world, enterprises demand more than raw data—they require real-time insights and uninterrupted information pipelines that keep pace with rapid innovation. For forward-thinking organizations, modern SQL Server consulting often involves extending...