Moving IBM Db2 on Cloud instances to MZRs

Moving forward, all IBM DB2 on Cloud instances in Toronto and Sao Paulo must be moved to the multi-zone regions (MZRs). Multi-zone regions are a modernized approach to resource deployment that provide better resiliency, availability and consistent cloud services across different zones. They also provide higher interconnect speed between data centers for your resources. Future …

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SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions

At SambaSafety, their mission is to promote safer communities by reducing risk through data insights. Since 1998, SambaSafety has been the leading North American provider of cloud–based mobility risk management software for organizations with commercial and non–commercial drivers. SambaSafety serves more than 15,000 global employers and insurance carriers with driver risk and compliance monitoring, online …

Hybrid AI-powered computer vision combines physics and big data

Researchers have laid out a new approach to enhance artificial intelligence-powered computer vision technologies by adding physics-based awareness to data-driven techniques. The study offered an overview of a hybrid methodology designed to improve how AI-based machinery sense, interact and respond to its environment in real time — as in how autonomous vehicles move and maneuver, …

Mastering Summarization with ChatGPT

Last Updated on June 16, 2023 In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due …

Asset management vs. parts inventory management: What’s the difference?

When it comes to managing assets throughout their lifecycle, business leaders know they need a comprehensive strategy in place to succeed. But they aren’t always clear on the strategic opportunities around parts inventory management and the role it plays in maintenance strategy. While asset management solutions monitor buildings, equipment, vehicles, IT assets and other items …

SpeedHero

Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations

Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant increase in model size and inference workloads. On-device ML inference in mobile environments requires meticulous performance optimization and consideration of trade-offs due to resource constraints. Running inference of …