Hardware-aware Automated AI for Efficient Deep Learning across Hybrid Deployments: Current Landscape and Future DirectionsKaoutar El Maghraoui2021ISPASS 2021
DRMaestro: orchestrating disaggregated resources on virtualized data-centersMarcelo AmaralJorda Poloet al.2021Journal of Cloud Computing
Predictive Guardbanding: Program-Driven Timing Margin Reduction for GPUsJingwen LengAlper Buyuktosunogluet al.2021IEEE TCADIS
Virtual Machine Extrospection: A Reverse Information Retrieval in CloudsJidong XiaoLei Luet al.2021IEEE TCC
Intelligent Adaptation of Hardware Knobs for Improving Performance and Power ConsumptionCristobal OrtegaLluc Alvarezet al.2021IEEE TC
Effective Elastic Scaling of Deep Learning WorkloadsVaibhav SaxenaJayaram Kr Kallapalayam Radhakrishnanet al.2020MASCOTS 2020
Investigating Genome Analysis Pipeline Performance on GATK with Cloud Object StorageTatsuhiro ChibaTakeshi Yoshimura2020MASCOTS 2020