Workload characterization of a time-series prediction system for spatio-temporal data

M Jain, S Ghosh, SP Nandanoori - Proceedings of the 19th ACM …, 2022 - dl.acm.org
To facilitate the co-design of next generation hardware architectures, it is critical to
characterize the workloads of deep learning (DL) applications and assess their …

Performance Analysis of Big Data Motifs on Large Core Machines

K Bhat, K Nai, N Shetty, Y Nagarajan… - … Conference on Cloud …, 2022 - ieeexplore.ieee.org
The last decade has seen improvements in processor architecture that have enabled CPU
dies to pack 64 to 128 cores, compared to 4 to 8 cores only a few years ago. Applications …