Ocean Network links idle GPUs with AI workloads through a decentralized compute market and editor-based orchestration tools.
Lower-precision floating-point arithmetic is becoming more common, moving beyond the usual IEEE 64-bit double-precision and 32-bit single-precision formats. Today, hardware accelerators and software ...
Abstract: In this paper, we propose a Satellite-Terrestrial Integrated Network (STIN) assisted vehicular multi-tier distributed computing (VMDC) system leveraging hybrid terahertz (THz) and radio ...
Design and Optimization of Heterogeneous Coded Distributed Computing With Nonuniform File Popularity
Abstract: This paper studies MapReduce-based heterogeneous coded distributed computing (CDC) where, besides different computing capabilities at workers, input files to be accessed by computing jobs ...
NVIDIA's new cuda.compute library topped GPU MODE benchmarks, delivering CUDA C++ performance through pure Python with 2-4x speedups over custom kernels. NVIDIA's CCCL team just demonstrated that ...
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