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TransGRU-X – A fusion Seq2Seq network enhanced with multiresolution analysis and gating for forecasting of AI/ML workloads in cloud environments

The International Journal of High Performance Computing Applications

Published online on

Abstract

The International Journal of High Performance Computing Applications, Volume 40, Issue 4, Page 525-539, July 2026.
The worldwide surge in AI adoption into enterprise applications has elevated computational demands. The AI workloads meant to be processed by GPUs have typical characteristics such as huge size, high dynamicity with sudden spikes and falls and non-...