Engineering & Construction · Topic
Performance Optimization
6 articles from Engineering & Construction practitioners
No Idle GPUs, No Data Leakage: QumulusAI Maximizes GPU Utilization for Multiple Customers on Shared Infrastructure
Multi-tenant GPU infrastructure is becoming essential as AI deployments scale across customers. Organizations must maximize GPU utilization while maintaining strict data isolation. Idle compute reduces efficiency, yet shared environments can introduce security risks if not designed properly. Optimizing GPU cycles across multiple customers is essential to maintaining performance and cost efficiency. Mazda Marvasti, the…
Automotive Advertising That Performs: Bedford Uses Speed, Creativity, and Data to Help Dealers Thrive Under Pressure
New vehicle prices have increased by over 27% since 2019, according to Edmunds. As affordability declines and tariffs intensify pressure on supply chains, dealerships are rethinking how they protect margins and build customer loyalty. Automotive advertising now demands fast, measurable results—without compromising long-term brand value. As The Drum recently noted, creativity is non-negotiable, especially…
Vecna Robotics Powers Scalable Warehouse Automation Through Human-in-the-Loop Support
Warehouse automation is no longer a fringe concept—it’s accelerating fast. According to McKinsey, robot shipments are expected to grow by as much as 50% annually through 2030, and warehouse automation spending is rising by over 10% each year. As companies race to modernize operations, it’s becoming clear that real performance doesn’t come from hardware alone——it’s…
A Quantum Leap: Universidade Estadual Paulista Partners with Extreme Networks
A Brazilian university transforms connectivity across 24 campuses with a scalable networking partner that accelerates performance and simplifies management
On Premises Solutions and Tailored AI Workflows Can Cut Costs and Boost Performance Over CSPs
Custom infrastructure and dedicated AI workflows help enterprises reclaim control from expensive cloud vendor lock-in
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