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Haisen Ma
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Long Range Dependence
Cloud Computing
Resource Usage
Network Traffic
Top Venues
ICRA
SMC
IEEE Internet Things J.
IEEE Trans. Sustain. Comput.
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Publications
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Jing Bi
,
Haisen Ma
,
Haitao Yuan
,
Rajkumar Buyya
,
Jinhong Yang
,
Jia Zhang
,
MengChu Zhou
Multivariate Resource Usage Prediction With Frequency-Enhanced and Attention-Assisted Transformer in Cloud Computing Systems.
IEEE Internet Things J.
11 (15) (2024)
Jing Bi
,
Haisen Ma
,
Haitao Yuan
,
Jia Zhang
Accurate Prediction of Workloads and Resources With Multi-Head Attention and Hybrid LSTM for Cloud Data Centers.
IEEE Trans. Sustain. Comput.
8 (3) (2023)
Jing Bi
,
Haisen Ma
,
Haitao Yuan
,
Kangyuan Xu
,
MengChu Zhou
Adaptive Prediction of Resources and Workloads for Cloud Computing Systems with Attention-based and Hybrid LSTM.
SMC
(2022)
Jing Bi
,
Haitao Yuan
,
Kangyuan Xu
,
Haisen Ma
,
MengChu Zhou
Large-scale Network Traffic Prediction With LSTM and Temporal Convolutional Networks.
ICRA
(2022)