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Learn about data processing unit (DPU) technology and its applications in modern computing environments through this conference presentation from the International Conference on Biological Sciences 2025. Explore how DPUs serve as specialized processors designed to accelerate data-centric workloads, offloading tasks from traditional CPUs to improve overall system performance and efficiency. Discover the architecture and capabilities of DPUs, including their role in network processing, storage acceleration, and security functions. Examine real-world use cases where DPUs provide significant advantages in data centers, cloud computing, and high-performance computing scenarios. Understand the programming models and software frameworks available for developing applications that leverage DPU capabilities. Gain insights into the current state of DPU technology, performance benchmarks, and future developments in this emerging field of specialized computing hardware.