Farshad Khunjush

Orcid: 0000-0002-3339-6051

According to our database1, Farshad Khunjush authored at least 34 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Streaming traffic classification: a hybrid deep learning and big data approach.
Clust. Comput., July, 2024

A two-tier multi-objective service placement in container-based fog-cloud computing platforms.
Clust. Comput., July, 2024

Proactive auto-scaling technique for web applications in container-based edge computing using federated learning model.
J. Parallel Distributed Comput., May, 2024

2023
Auto-scaling techniques in container-based cloud and edge/fog computing: Taxonomy and survey.
Comput. Commun., September, 2023

Multivariate workload and resource prediction in cloud computing using CNN and GRU by attention mechanism.
J. Supercomput., 2023

Auto-SpMV: Automated Optimizing SpMV Kernels on GPU.
CoRR, 2023

Host load prediction in cloud computing with Discrete Wavelet Transformation (DWT) and Bidirectional Gated Recurrent Unit (BiGRU) network.
Comput. Commun., 2023

CBS: A Deep Learning Approach for Encrypted Traffic Classification With Mixed Spatio-Temporal and Statistical Features.
IEEE Access, 2023

2022
A longitudinal study of the evolution of opinions about open access and its main features: a twitter sentiment analysis.
Scientometrics, 2022

K-AGRUED: A Container Autoscaling Technique for Cloud-based Web Applications in Kubernetes Using Attention-based GRU Encoder-Decoder.
J. Grid Comput., 2022

2021
Ignite-GPU: a GPU-enabled in-memory computing architecture on clusters.
J. Supercomput., 2021

A methodology for the SPICE-Compatible modelling of metal-semiconductor-metal photodetectors for nanophotonic interconnects application.
Microelectron. J., 2021

Enabling the Analysis of Mental Health Patterns Using an Efficient Machine Learning Approach.
Proceedings of the 25th International Enterprise Distributed Object Computing Workshop, 2021

2020
An Enhanced Dynamic Weighted Incremental Technique for QoS Support in NoC.
ACM Trans. Parallel Comput., 2020

Fully distributed sleeping compressive data gathering in wireless sensor networks.
IET Commun., 2020

2018
Accurate compressive data gathering in wireless sensor networks using weighted spatio-temporal compressive sensing.
Telecommun. Syst., 2018

Distributed semi-adaptive compressive sensing data collection in wireless sensor networks.
Int. J. Commun. Syst., 2018

Optimal data aggregation tree in wireless sensor networks based on improved river formation dynamics.
Comput. Intell., 2018

2016
Adaptive sparse matrix representation for efficient matrix-vector multiplication.
J. Supercomput., 2016

2015
A statistical performance analyzer framework for OpenCL kernels on Nvidia GPUs.
J. Supercomput., 2015

SEATS: smart energy-aware task scheduling in real-time cloud computing.
J. Supercomput., 2015

A two-tier design space exploration algorithm to construct GPU performance model.
J. Syst. Archit., 2015

2014
A Cooperative Two-Tier Energy-Aware Scheduling for Real-Time Tasks in Computing Clouds.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014

A Two-Tier Design Space Exploration Algorithm to Construct a GPU Performance Predictor.
Proceedings of the Architecture of Computing Systems - ARCS 2014, 2014

Migration-less Energy-Aware Task Scheduling Policies in Cloud Environments.
Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014

2013
A parallel memetic algorithm on GPU to solve the task scheduling problem in heterogeneous environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
A Novel Implementation of Double Precision and Real Valued ICA Algorithm for Bioinformatics Applications on GPUs.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

Using indirection to minimize message delivery latency on cache-less many-core architectures.
Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012

2011
Single-port and multi-port collective communication operations on single and dual Cell BE processor systems.
Int. J. Commun. Networks Distributed Syst., 2011

2009
Hiding message delivery latency using Direct-to-Cache-Transfer techniques in message passing environments.
Microprocess. Microsystems, 2009

2008
Extended characterization of DMA transfers on the Cell BE processor.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

2007
Comparing Direct-to-Cache Transfer Policies to TCP/IP and M-VIA During Receive Operations in MPI Environments.
Proceedings of the Parallel and Distributed Processing and Applications, 2007

2006
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, 2006

Lazy direct-to-cache transfer during receive operations in a message passing environment.
Proceedings of the Third Conference on Computing Frontiers, 2006


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