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Data Combination Tools: Join, Union & Concat – Your Data’s Social Network
Are you combining the data? We have you covered. ET1 has all the right tools. The Three Musketeers of Data Combination 1. 🤝 Join (The Matchmaker) What it does: Combines tables based on matching values Perfect for: Merging customer data with their orders Adding product...
Real-Time Feature Extraction for Online ML Scoring
In the era of relentless digital acceleration, decision-makers are under mounting pressure to leverage every data point—instantly. The competitive landscape demands more than just machine learning; it requires the ability to extract, transform, and act upon raw data...
Adaptive Autoscaling for Variable Event Rates
In the fast-evolving landscape of real-time data, managing unpredictable event rates is more than just a technical feat—it's a strategic advantage. At Dev3lop, we help companies leverage adaptive autoscaling to meet volatile demands, optimize costs, and drive...
Streaming Join Optimization Across Heterogeneous Sources
The era of high-velocity, multi-source data is redefining enterprise analytics and intelligence. As more organizations invest in robust data engineering and real-time insights, the challenge of executing performant streaming joins across heterogeneous sources has...
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...