Farshad Khunjush

36 papers A 2C 2Journal 26Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evidence-Driven Decision Support for AI Model Selection in Research Software Engineering. CoRR Alireza Joonbakhsh, Alireza Rostami, AmirMohammad Kamalinia, Ali Nazeri, Farshad Khunjush, Bedir Tekinerdogan, Siamak Farshidi
2025	J	`jnl`	ExBigBang: A Dynamic Approach for Explainable Persona Classification through Contextualized Hybrid Transformer Analysis. CoRR Saleh Afzoon, Amin Beheshti, Nabi Rezvani, Farshad Khunjush, Usman Naseem, John McMahon, Zahra Fathollahi, Mahdieh Labani, Wathiq Mansoor, Xuyun Zhang
2024	J	`jnl`	A two-tier multi-objective service placement in container-based fog-cloud computing platforms. Clust. Comput. Javad Dogani, Ali Yazdanpanah, Arash Zare, Farshad Khunjush
2024	J	`jnl`	Proactive auto-scaling technique for web applications in container-based edge computing using federated learning model. J. Parallel Distributed Comput. Javad Dogani, Farshad Khunjush
2024	J	`jnl`	Streaming traffic classification: a hybrid deep learning and big data approach. Clust. Comput. Mehdi Seydali, Farshad Khunjush, Javad Dogani
2023	J	`jnl`	Auto-SpMV: Automated Optimizing SpMV Kernels on GPU. CoRR Mina Ashoury, Mohammad Loni, Farshad Khunjush, Masoud Daneshtalab
2023	J	`jnl`	Auto-scaling techniques in container-based cloud and edge/fog computing: Taxonomy and survey. Comput. Commun. Javad Dogani, Reza Namvar, Farshad Khunjush
2023	J	`jnl`	CBS: A Deep Learning Approach for Encrypted Traffic Classification With Mixed Spatio-Temporal and Statistical Features. IEEE Access Mehdi Seydali, Farshad Khunjush, Behzad Akbari, Javad Dogani
2023	J	`jnl`	Host load prediction in cloud computing with Discrete Wavelet Transformation (DWT) and Bidirectional Gated Recurrent Unit (BiGRU) network. Comput. Commun. Javad Dogani, Farshad Khunjush, Mehdi Seydali
2023	J	`jnl`	Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism. J. Supercomput. Javad Dogani, Farshad Khunjush, Mohammad Reza Mahmoudi, Mehdi Seydali
2022	J	`jnl`	A longitudinal study of the evolution of opinions about open access and its main features: a twitter sentiment analysis. Scientometrics Hajar Sotudeh, Zeinab Saber, Farzin Ghanbari Aloni, Mahdieh Mirzabeigi, Farshad Khunjush
2022	J	`jnl`	K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder. J. Grid Comput. Javad Dogani, Farshad Khunjush, Mehdi Seydali
2021	J	`jnl`	A methodology for the SPICE-Compatible modelling of metal-semiconductor-metal photodetectors for nanophotonic interconnects application. Microelectron. J. Arash Qodratnama, Farshad Khunjush, Mohsen Raji
2021	—	`conf`	Enabling the Analysis of Mental Health Patterns Using an Efficient Machine Learning Approach. EDOC Workshops Saleh Afzoon, Nabi Rezvani, Farshad Khunjush
2021	J	`jnl`	Ignite-GPU: a GPU-enabled in-memory computing architecture on clusters. J. Supercomput. Amir Hossein Sojoodi, Majid Salimi Beni, Farshad Khunjush
2020	J	`jnl`	An Enhanced Dynamic Weighted Incremental Technique for QoS Support in NoC. ACM Trans. Parallel Comput. Alireza Monemi, Farshad Khunjush, Maurizio Palesi, Hamid Sarbazi-Azad
2020	J	`jnl`	Fully distributed sleeping compressive data gathering in wireless sensor networks. IET Commun. Saeed Mehrjoo, Farshad Khunjush, Amir Ghaedi
2018	J	`jnl`	Accurate compressive data gathering in wireless sensor networks using weighted spatio-temporal compressive sensing. Telecommun. Syst. Saeed Mehrjoo, Farshad Khunjush
2018	J	`jnl`	Distributed semi-adaptive compressive sensing data collection in wireless sensor networks. Int. J. Commun. Syst. Saeed Mehrjoo, Farshad Khunjush
2018	J	`jnl`	Optimal data aggregation tree in wireless sensor networks based on improved river formation dynamics. Comput. Intell. Saeed Mehrjoo, Farshad Khunjush
2016	J	`jnl`	Adaptive sparse matrix representation for efficient matrix-vector multiplication. J. Supercomput. Pantea Zardoshti, Farshad Khunjush, Hamid Sarbazi-Azad
2015	J	`jnl`	A statistical performance analyzer framework for OpenCL kernels on Nvidia GPUs. J. Supercomput. Ali Karami, Farshad Khunjush, Seyyed Ali Mirsoleimani
2015	J	`jnl`	A two-tier design space exploration algorithm to construct GPU performance model. J. Syst. Archit. S. Ali Mirsoleimani, Farshad Khunjush, Ali Karami
2015	J	`jnl`	SEATS: smart energy-aware task scheduling in real-time cloud computing. J. Supercomput. Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Rashidaldin Samadzadeh
2014	C	`conf`	A Cooperative Two-Tier Energy-Aware Scheduling for Real-Time Tasks in Computing Clouds. PDP Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Seyedmahyar Hosseinimotlagh
2014	—	`conf`	A Two-Tier Design Space Exploration Algorithm to Construct a GPU Performance Predictor. ARCS Sayyed Ali Mirsoleimani, Ali Karami, Farshad Khunjush
2014	—	`conf`	Migration-less Energy-Aware Task Scheduling Policies in Cloud Environments. AINA Workshops Seyedmehdi Hosseinimotlagh, Farshad Khunjush, Seyedmahyar Hosseinimotlagh
2013	A	`conf`	A parallel memetic algorithm on GPU to solve the task scheduling problem in heterogeneous environments. GECCO Sayyed Ali Mirsoleimani, Ali Karami, Farshad Khunjush
2012	—	`conf`	A Novel Implementation of Double Precision and Real Valued ICA Algorithm for Bioinformatics Applications on GPUs. Euro-Par Workshops Amin Foshati, Farshad Khunjush
2012	—	`conf`	Using indirection to minimize message delivery latency on cache-less many-core architectures. CCECE Anthony Kroeker, Nikitas J. Dimopoulos, Farshad Khunjush
2011	J	`jnl`	Single-port and multi-port collective communication operations on single and dual Cell BE processor systems. Int. J. Commun. Networks Distributed Syst. Farshad Khunjush, David Gong, Nikitas J. Dimopoulos
2009	J	`jnl`	Hiding message delivery latency using Direct-to-Cache-Transfer techniques in message passing environments. Microprocess. Microsystems Farshad Khunjush, Nikitas J. Dimopoulos
2008	A	`conf`	Extended characterization of DMA transfers on the Cell BE processor. IPDPS Farshad Khunjush, Nikitas J. Dimopoulos
2007	C	`conf`	Comparing Direct-to-Cache Transfer Policies to TCP/IP and M-VIA During Receive Operations in MPI Environments. ISPA Farshad Khunjush, Nikitas J. Dimopoulos
2006	J	`jnl`	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 Farshad Khunjush, Nikitas J. Dimopoulos
2006	—	`conf`	Lazy direct-to-cache transfer during receive operations in a message passing environment. Conf. Computing Frontiers Farshad Khunjush, Nikitas J. Dimopoulos