Mehdi Seydali

Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism

Javad Dogani, Farshad Khunjush, Mohammad Reza Mahmoudi et al. · The Journal of Supercomputing · 2022 · 70 citations

Multivariate Workload, Engineering, Data Science +12

Host load prediction in cloud computing with Discrete Wavelet Transformation (DWT) and Bidirectional Gated Recurrent Unit (BiGRU) network

Javad Dogani, Farshad Khunjush, Mehdi Seydali · Computer Communications · 2022 · 62 citations

Discrete Wavelet Transformation, Engineering, Data Science +7

K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder

Javad Dogani, Farshad Khunjush, Mehdi Seydali · Journal of Grid Computing · 2022 · 25 citations

Resource Orchestration, Engineering, Auto-scaling +4

CBS: A Deep Learning Approach for Encrypted Traffic Classification With Mixed Spatio-Temporal and Statistical Features

Mehdi Seydali, Farshad Khunjush, Behzad Akbari et al. · IEEE Access · 2023 · 14 citations · Full text

Streaming traffic classification: a hybrid deep learning and big data approach

Mehdi Seydali, Farshad Khunjush, Javad Dogani · Cluster Computing · 2024 · 13 citations