Deep adversarial imitation reinforcement learning for QoS-aware cloud job scheduling

Y Huang, L Cheng, L Xue, C Liu, Y Li, J Li… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Although cloud computing is one of the promising technologies for online business services,
how to schedule real-time cloud jobs with high quality of service (QoS) is still challenging …

Partially encrypted multi-party computation for federated learning

E Sotthiwat, L Zhen, Z Li… - 2021 IEEE/ACM 21st …, 2021 - ieeexplore.ieee.org
Multi-party computation (MPC) allows distributed machine learning to be performed in a
privacy-preserving manner so that end-hosts are unaware of the true models on the clients …

Waste heat reutilization and integrated demand response for decentralized optimization of data centers

O Han, T Ding, C Mu, W Jia, Z Ma - Energy, 2023 - Elsevier
In recent years, the energy consumption of data centers (DCs) has increased rapidly. Since
the demand response (DR) capability of DCs is considerable, DCs play an important role in …

An improved Wolf pack algorithm for optimization problems: Design and evaluation

X Chen, F Cheng, C Liu, L Cheng, Y Mao - Plos one, 2021 - journals.plos.org
Wolf Pack Algorithm (WPA) is a swarm intelligence algorithm that simulates the food
searching process of wolves. It is widely used in various engineering optimization problems …

Adaptive binary particle swarm optimization for WSN node optimal deployment algorithm

Y Li, J Cao - IECE Transactions on Internet of Things, 2023 - iece.org
In order to optimize the deployment of wireless sensor network nodes, and avoid network
energy consumption increase due to node redundancy and uneven coverage, the multi …

A Transformer-based network intrusion detection approach for cloud security

Z Long, H Yan, G Shen, X Zhang, H He… - Journal of Cloud …, 2024 - Springer
The distributed architecture of cloud computing necessitates robust defense mechanisms to
secure network-accessible resources against a diverse and dynamic threat landscape. A …

An Improved YOLOv3-Based Method for Immature Apple Detection

Z Huang, P Zhang, R Liu, D Li - IECE Transactions on Internet of Things, 2023 - iece.org
The identification of immature apples is a key technical link to realize automatic real-time
monitoring of orchards, expert decision-making, and realization of orchard output prediction …

Iterative qubits management for quantum index searching in a hybrid system

W Mu, Y Mao, L Cheng, Q Wang… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Recent advances in quantum computing systems attract tremendous attention. Commercial
companies, such as IBM, Amazon, and IonQ, have started to provide access to noisy …

Efficient in-situ workflow planning for geographically distributed heterogeneous environments

F Li, F Song - Future Generation Computer Systems, 2023 - Elsevier
In-situ workflows are a particular class of scientific workflows where different components
(such as simulation, visualization, machine learning, and data analysis) run concurrently. In …

Form 10-q itemization

Y Zhang, T Du, Y Sun, L Donohue, R Dai - Proceedings of the 30th ACM …, 2021 - dl.acm.org
The quarterly financial statement, or Form 10-Q, is one of the most frequently required filings
for US public companies to disclose financial and other important business information. Due …