A path relinking enhanced estimation of distribution algorithm for direct acyclic graph task scheduling problem

C Wu, L Wang, J Wang - Knowledge-Based Systems, 2021 - Elsevier
Superior task scheduling scheme is able to improve the performance in achieving shorter
task completion time in multi-processor computing system. Large scale applications are …

Cloud computing value chains: Research from the operations management perspective

S Chen, K Moinzadeh, JS Song… - … & Service Operations …, 2023 - pubsonline.informs.org
Problem definition: Cloud computing is recognized as a critical driver of information
technology–enabled innovations. The operations management (OM) community, however …

Scheduling precedence-constrained jobs on related machines with communication delay

B Maiti, R Rajaraman, D Stalfa… - 2020 IEEE 61st …, 2020 - ieeexplore.ieee.org
We consider the problem of scheduling precedence-constrained jobs on uniformly-related
machines in the presence of an arbitrary, fixed communication delay. Communication delay …

Overflowing emerging neural network inference tasks from the GPU to the CPU on heterogeneous servers

A Kumar, A Sivasubramaniam, T Zhu - Proceedings of the 15th ACM …, 2022 - dl.acm.org
While current deep learning (DL) inference runtime systems sequentially offload the model's
tasks on to an available GPU/accelerator based on its capability, we make a case for …

[图书][B] Optimizing Cloud AI Platforms: Resource Allocation and Market Design

Y Su - 2021 - search.proquest.com
The numerous applications of data-driven algorithms and tools across diverse industries
have led to tremendous successes in recent years. As the volume of massive data that is …