Farshad Khunjush

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 19

Top Topics

Web Applications

Compressive Sensing

Cloud Computing

Discrete Wavelet Transformation

Top Venues

J. Supercomput.

Comput. Commun.

Publications

Javad Dogani, Farshad Khunjush
Proactive auto-scaling technique for web applications in container-based edge computing using federated learning model. J. Parallel Distributed Comput. 187 (2024)
Mehdi Seydali, Farshad Khunjush, Javad Dogani
Streaming traffic classification: a hybrid deep learning and big data approach. Clust. Comput. 27 (4) (2024)
Javad Dogani, Ali Yazdanpanah, Arash Zare, Farshad Khunjush
A two-tier multi-objective service placement in container-based fog-cloud computing platforms. Clust. Comput. 27 (4) (2024)
Mehdi Seydali, Farshad Khunjush, Behzad Akbari, Javad Dogani
CBS: A Deep Learning Approach for Encrypted Traffic Classification With Mixed Spatio-Temporal and Statistical Features. IEEE Access 11 (2023)
Javad Dogani, Farshad Khunjush, Mohammad Reza Mahmoudi, Mehdi Seydali
Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism. J. Supercomput. 79 (3) (2023)
Mina Ashoury, Mohammad Loni, Farshad Khunjush, Masoud Daneshtalab
Auto-SpMV: Automated Optimizing SpMV Kernels on GPU. CoRR (2023)
Javad Dogani, Reza Namvar, Farshad Khunjush
Auto-scaling techniques in container-based cloud and edge/fog computing: Taxonomy and survey. Comput. Commun. 209 (2023)
Javad Dogani, Farshad Khunjush, Mehdi Seydali
Host load prediction in cloud computing with Discrete Wavelet Transformation (DWT) and Bidirectional Gated Recurrent Unit (BiGRU) network. Comput. Commun. 198 (2023)
Hajar Sotudeh, Zeinab Saber, Farzin Ghanbari Aloni, Mahdieh Mirzabeigi, Farshad Khunjush
A longitudinal study of the evolution of opinions about open access and its main features: a twitter sentiment analysis. Scientometrics 127 (10) (2022)
Javad Dogani, Farshad Khunjush, Mehdi Seydali
K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder. J. Grid Comput. 20 (4) (2022)
Arash Qodratnama, Farshad Khunjush, Mohsen Raji
A methodology for the SPICE-Compatible modelling of metal-semiconductor-metal photodetectors for nanophotonic interconnects application. Microelectron. J. 115 (2021)
Amir Hossein Sojoodi, Majid Salimi Beni, Farshad Khunjush
Ignite-GPU: a GPU-enabled in-memory computing architecture on clusters. J. Supercomput. 77 (3) (2021)
Saleh Afzoon, Nabi Rezvani, Farshad Khunjush
Enabling the Analysis of Mental Health Patterns Using an Efficient Machine Learning Approach. EDOC Workshops (2021)
Saeed Mehrjoo, Farshad Khunjush, Amir Ghaedi
Fully distributed sleeping compressive data gathering in wireless sensor networks. IET Commun. 14 (5) (2020)
Alireza Monemi, Farshad Khunjush, Maurizio Palesi, Hamid Sarbazi-Azad
An Enhanced Dynamic Weighted Incremental Technique for QoS Support in NoC. ACM Trans. Parallel Comput. 7 (2) (2020)
Saeed Mehrjoo, Farshad Khunjush
Distributed semi-adaptive compressive sensing data collection in wireless sensor networks. Int. J. Commun. Syst. 31 (9) (2018)
Saeed Mehrjoo, Farshad Khunjush
Accurate compressive data gathering in wireless sensor networks using weighted spatio-temporal compressive sensing. Telecommun. Syst. 68 (1) (2018)
Saeed Mehrjoo, Farshad Khunjush
Optimal data aggregation tree in wireless sensor networks based on improved river formation dynamics. Comput. Intell. 34 (3) (2018)
Pantea Zardoshti, Farshad Khunjush, Hamid Sarbazi-Azad
Adaptive sparse matrix representation for efficient matrix-vector multiplication. J. Supercomput. 72 (9) (2016)
Ali Karami, Farshad Khunjush, Seyyed Ali Mirsoleimani
A statistical performance analyzer framework for OpenCL kernels on Nvidia GPUs. J. Supercomput. 71 (8) (2015)
S. Ali Mirsoleimani, Farshad Khunjush, Ali Karami
A two-tier design space exploration algorithm to construct GPU performance model. J. Syst. Archit. 61 (10) (2015)
Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Rashidaldin Samadzadeh
SEATS: smart energy-aware task scheduling in real-time cloud computing. J. Supercomput. 71 (1) (2015)
Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Seyedmahyar Hosseinimotlagh
Migration-less Energy-Aware Task Scheduling Policies in Cloud Environments. AINA Workshops (2014)
Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Seyedmahyar Hosseinimotlagh
A Cooperative Two-Tier Energy-Aware Scheduling for Real-Time Tasks in Computing Clouds. PDP (2014)
Sayyed Ali Mirsoleimani, Ali Karami, Farshad Khunjush
A Two-Tier Design Space Exploration Algorithm to Construct a GPU Performance Predictor. ARCS (2014)
Sayyed Ali Mirsoleimani, Ali Karami, Farshad Khunjush
A parallel memetic algorithm on GPU to solve the task scheduling problem in heterogeneous environments. GECCO (2013)
Amin Foshati, Farshad Khunjush
A Novel Implementation of Double Precision and Real Valued ICA Algorithm for Bioinformatics Applications on GPUs. Euro-Par Workshops (2012)
Anthony Kroeker, Nikitas J. Dimopoulos, Farshad Khunjush
Using indirection to minimize message delivery latency on cache-less many-core architectures. CCECE (2012)
Farshad Khunjush, David Gong, Nikitas J. Dimopoulos
Single-port and multi-port collective communication operations on single and dual Cell BE processor systems. Int. J. Commun. Networks Distributed Syst. 6 (4) (2011)
Farshad Khunjush, Nikitas J. Dimopoulos
Hiding message delivery latency using Direct-to-Cache-Transfer techniques in message passing environments. Microprocess. Microsystems 33 (7-8) (2009)
Farshad Khunjush, Nikitas J. Dimopoulos
Extended characterization of DMA transfers on the Cell BE processor. IPDPS (2008)
Farshad Khunjush, Nikitas J. Dimopoulos
Comparing Direct-to-Cache Transfer Policies to TCP/IP and M-VIA During Receive Operations in MPI Environments. ISPA (2007)
Farshad Khunjush, Nikitas J. Dimopoulos
Hiding message delivery and reducing memory access latency by providing direct-to-cache transfer during receive operations in a message passing environment. SIGARCH Comput. Archit. News 34 (1) (2006)
Farshad Khunjush, Nikitas J. Dimopoulos
Lazy direct-to-cache transfer during receive operations in a message passing environment. Conf. Computing Frontiers (2006)