Ausgabe 5/2023
Inhalt (50 Artikel)
Task scheduling of cloud computing based on hybrid particle swarm algorithm and genetic algorithm
Xueliang Fu, Yang Sun, Haifang Wang, Honghui Li
Improved particle swarm optimization based on blockchain mechanism for flexible job shop problem
Muhammad Usman Sana, Zhanli Li, Fawad Javaid, Muhammad Wahab Hanif, Imran Ashraf
Improving blocked matrix-matrix multiplication routine by utilizing AVX-512 instructions on intel knights landing and xeon scalable processors
Yoosang Park, Raehyun Kim, Thi My Tuyen Nguyen, Jaeyoung Choi
APR: adaptive page replacement scheme for scientific applications
Yunjae Lee, Heon Y. Yeom, Hyuck Han
S-MPEC: Sparse Matrix Multiplication Performance Estimator on a Cloud Environment
Jueon Park, Kyungyong Lee
Towards energy-efficient service scheduling in federated edge clouds
Yeonwoo Jeong, Esrat Maria, Sungyong Park
High-speed hyperparameter optimization for deep ResNet models in image recognition
Abbas Jafar, Myungho Lee
Design and implementation of an efficient and parallel bad block checker for parallelism of storage devices
Jaehyun Han, Guangyu Zhu, Eunseo Lee, Yongseok Son
ARED: automata-based runtime estimation for distributed systems using deep learning
Hyunjoon Cheon, Jinseung Ryu, Jaecheol Ryou, Chan Yeol Park, Yo-Sub Han
Towards enhanced I/O performance of a highly integrated many-core processor by empirical analysis
Cheongjun Lee, Jaehwan Lee, Donghun Koo, Chungyong Kim, Jiwoo Bang, Eun-Kyu Byun, Hyeonsang Eom
Improving latency in Internet-of-Things and cloud computing for real-time data transmission: a systematic literature review (SLR)
Saurabh Shukla, Mohd. Fadzil Hassan, Duc Chung Tran, Rehan Akbar, Irving Vitra Paputungan, Muhammad Khalid Khan
Fungible and non-fungible tokens with snapshots in Java
Marco Crosara, Luca Olivieri, Fausto Spoto, Fabio Tagliaferro
ATConf: auto-tuning high dimensional configuration parameters for big data processing frameworks
Hui Dou, Kang Wang, Yiwen Zhang, Pengfei Chen
A caching mechanism to exploit object store speed in High Energy Physics analysis
Vincenzo Eduardo Padulano, Enric Tejedor Saavedra, Pedro Alonso-Jordá, Javier López Gómez, Jakob Blomer
zStream: towards a low latency micro-batch streaming system
Suyeon Lee, Yeonwoo Jeong, Kyuli Park, Gyeonghwan Jung, Sungyong Park
Intelligent microservices autoscaling module using reinforcement learning
Abeer Abdel Khaleq, Ilkyeun Ra
Design and implementation of an efficient VM scheduling framework for interactive streaming service
Jongbeen Han, Hyeonsang Eom, Yongseok Son
A container-based workflow for distributed training of deep learning algorithms in HPC clusters
Jose González-Abad, Álvaro López García, Valentin Y. Kozlov
Improving Oversubscribed GPU Memory Performance in the PyTorch Framework
Jake Choi, Heon Young Yeom, Yoonhee Kim
Comprehensive techniques for multi-tenant deep learning framework on a Hadoop YARN cluster
Seoungbeom Heo, Dae-Cheol Kang, Hyeounji Jang, Hyeock-Jin Lee, Minkyoung Cho, Jik-Soo Kim
Scalable NUMA-aware persistent B+-tree for non-volatile memory devices
Safdar Jamil, Abdul Salam, Awais Khan, Bernd Burgstaller, Sung-Soon Park, Youngjae Kim
I/O separation scheme on Lustre metadata server based on multi-stream SSD
Cheongjun Lee, Jaehwan Lee, Chungyong kim, Jiwoo Bang, Eun-Kyu Byun, Hyeonsang Eom
DRJOA: intelligent resource management optimization through deep reinforcement learning approach in edge computing
Yifan Chen, Shaomiao Chen, Kuan-Ching Li, Wei Liang, Zhiyong Li
An energy-aware service placement strategy using hybrid meta-heuristic algorithm in iot environments
Yuanchao HU, Tao HUANG, Yang YU, Yunzhu AN, Meng CHENG, Wen ZHOU, Wentao XIAN
Cloud-edge load balancing distributed protocol for IoE services using swarm intelligence
Tanzila Saba, Amjad Rehman, Khalid Haseeb, Teg Alam, Gwanggil Jeon
Adaptive denoising for magnetic resonance image based on nonlocal structural similarity and low-rank sparse representation
Hongyu Wang, Ying Li, Songtao Ding, Xiaoying Pan, Zhanyi Gao , Shaohua Wan, Jun Feng
A novel method to detect cyber-attacks in IoT/IIoT devices on the modbus protocol using deep learning
Thierno Gueye, Yanen Wang, Mudassar Rehman, Ray Tahir Mushtaq, Sadaf Zahoor
Correction to: a novel method to detect cyber-attacks in IoT/IIoT devices on the modbus protocol using deep learning
Thierno Gueye, Yanen Wang, Mudassar Rehman, Ray Tahir Mushtaq, Sadaf Zahoor
Reversible encryption and lossless data hiding for medical imaging aiding smart health care
Abdul Basit, Waqas Tariq Toor, Muhammad Saadi, Naeem Maroof, Saqib Ali Khan, Sattam Al Otaibi
LambdAgrIoT: a new architecture for agricultural autonomous robots’ scheduling: from design to experiments
Geraldine André, Bruno Bachelet, Pietro Battistoni, Amina Belhassena, Sandro Bimonte, Christophe Cariou, Frederic Chabot, Gerard Chalhoub, Adrian Couvent, Georgia Garani, Jean Laneurit, Rim Moussa, Konstantinos Oikonomou, Ibrahim Sammour, Monica Sebillo, Mateus Vilela Souza, Nicolas Tricot, Robert Wrembel
Privacy protection framework for face recognition in edge-based Internet of Things
Yun Xie, Peng Li, Nadia Nedjah, Brij B. Gupta, David Taniar, Jindan Zhang
A review of task scheduling in cloud computing based on nature-inspired optimization algorithm
Farida Siddiqi Prity, Md. Hasan Gazi, K. M. Aslam Uddin
Task scheduling and VM placement to resource allocation in Cloud computing: challenges and opportunities
Karima Saidi, Dalal Bardou
Deep learning for the security of software-defined networks: a review
Roya Taheri, Habib Ahmed, Engin Arslan
Machine learning-based computation offloading in edge and fog: a systematic review
Sanaz Taheri-abed, Amir Masoud Eftekhari Moghadam, Mohammad Hossein Rezvani
A comprehensive review of the deep learning-based tumor analysis approaches in histopathological images: segmentation, classification and multi-learning tasks
Heba Abdel-Nabi, Mostafa Ali, Arafat Awajan, Mohammad Daoud, Rami Alazrai, Ponnuthurai N. Suganthan, Talal Ali
A taxonomy of load balancing algorithms and approaches in fog computing: a survey
Sepideh Ebneyousef, Alireza Shirmarz
Prediction-based scheduling techniques for cloud data center’s workload: a systematic review
Shobhana Kashyap, Avtar Singh
Edge server placement problem in multi-access edge computing environment: models, techniques, and applications
Bahareh Bahrami, Mohammad Reza Khayyambashi, Seyedali Mirjalili
Machine learning models for phishing detection from TLS traffic
Munish Kumar, Cheemaladinne Kondaiah, Alwyn Roshan Pais, Routhu Srinivasa Rao
Detect anomalies in cloud platforms by using network data: a review
M. P. G. K. Jayaweera, W. M. C. J. T. Kithulwatta, R. M. K. T. Rathnayaka
A comprehensive systematic and bibliometric review of the IoT-based healthcare systems
Wimalyn Bovenizer, Paitoon Chetthamrongchai
A multiobjective decomposition evolutionary algorithm with optimal history-based neighborhood adaptation and a dual-indicator selection strategy
Wei Li, Junqing Yuan, Qiaoyong Jiang, Qingzheng Xu, Lei Wang