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CKKSBenchmark: A Configurable Benchmarking Framework for Microsoft SEAL
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How a collaboration between the University of Manchester and Red Hat brought GPU-accelerated LLM inference to the cloud-native Java stack, no Python or CUDA required. If you’re a Java developer who has ever tried to add a large language model to your application, you know the usual story: the moment GPUs enter the picture, you’re […]
Michalis Papadimitriou from the TornadoVM team in UNIMAN presented at Devoxx Greece 2026 the latest advancements in running large language models (LLMs) on GPUs directly from Java. TornadoVM, as part of AERO, continues to drive open-source innovation by enabling high-performance execution of Java applications on heterogeneous hardware. This presentation demonstrated how developers can build and […]