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Future Generation Computer Systems, Volume 149
Volume 149, December 2023
- Imran Ahmed, Misbah Ahmad, Abdellah Chehri, Gwanggil Jeon:
A heterogeneous network embedded medicine recommendation system based on LSTM. 1-11
- Tian Qin
, Guang Cheng, Yichen Wei
, Zifan Yao:
Hier-SFL: Client-edge-cloud collaborative traffic classification framework based on hierarchical federated split learning. 12-24
- Rafael Ravedutti Lucio Machado, Jan Eitzinger, Jan Laukemann, Georg Hager, Harald Köstler, Gerhard Wellein:
MD-Bench: A performance-focused prototyping harness for state-of-the-art short-range molecular dynamics algorithms. 25-38
- Abbas Haghi, Santiago Marco-Sola
, Lluc Alvarez
, Dionysios Diamantopoulos
, Christoph Hagleitner
, Miquel Moretó:
WFA-FPGA: An efficient accelerator of the wavefront algorithm for short and long read genomics alignment. 39-58 - Alessio Luciani
, Emanuele Panizzi
:
Street direction classification using implicit vehicle crowdsensing and deep learning. 59-70 - Ghazanfar Ali
, Mert Side
, Sridutt Bhalachandra
, Nicholas J. Wright
, Yong Chen
:
An automated and portable method for selecting an optimal GPU frequency. 71-88
- Md. Mustakin Alam
, Tanjim Ahmed
, Meraz Hossain, Mehedi Hasan Emo, Md. Kausar Islam Bidhan, Md. Tanzim Reza, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan
, Francesco Pupo, Giancarlo Fortino:
Federated Ensemble-Learning for Transport Mode Detection in Vehicular Edge Network. 89-104
- Feng Li
, Fengguang Song
:
Efficient in-situ workflow planning for geographically distributed heterogeneous environments. 105-121
- Yvan Tortorella
, Luca Bertaccini, Luca Benini, Davide Rossi, Francesco Conti:
RedMule: A mixed-precision matrix-matrix operation engine for flexible and energy-efficient on-chip linear algebra and TinyML training acceleration. 122-135
- Zhi-Yuan Zhang, Hao Ren, Zhenli He
, Wei Zhou
, Di Liu
:
Improving robustness of convolutional neural networks using element-wise activation scaling. 136-149
- Shan Xiao, Chunyi Wu
:
Explore deep reinforcement learning for efficient task processing based on federated optimization in big data. 150-161
- Ye Tao
, Can Wang
, Alan Wee-Chung Liew
:
Dynamic weighted ensemble learning for sequential recommendation systems: The AIRE model. 162-170
- Wanting Li
, Yongcai Wang
, Yu Shao, Gaowei Hu, Deying Li:
TrackPuzzle: Efficient registration of unlabeled PDR trajectories for learning indoor route graph. 171-183
- Yuting Yang, Yue Lu, Gang Mei
:
A federated learning based approach for predicting landslide displacement considering data security. 184-199 - Oscar Fontenla-Romero
, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira
, Beatriz Pérez-Sánchez:
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks. 200-211
- Davide Nadalini
, Manuele Rusci, Luca Benini, Francesco Conti:
Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers. 212-226
- Meizi Li, Weiqiao Que
, Ziyao Geng, Maozhen Li, Zuliang Kou, Jisheng Chen, Chang Guo
, Bo Zhang:
Cold-start item recommendation for representation learning based on heterogeneous information networks with fusion side information. 227-239
- Qing Li
, Ziyue Wang, Zehao Li:
PAGCL: An unsupervised graph poisoned attack for graph contrastive learning model. 240-249
- Niranda Perera
, Arup Kumar Sarker
, Mills Staylor, Gregor von Laszewski
, Kaiying Shan, Supun Kamburugamuve, Chathura Widanage
, Vibhatha Abeykoon
, Thejaka Amila Kanewala, Geoffrey C. Fox:
In-depth analysis on parallel processing patterns for high-performance Dataframes. 250-264
- Beibei Li
, Ziqing Zhu, Linghao Zhang, Zhengwei Chang, Liang Zhao, Arun Kumar
:
EPPSQ: Achieving efficient and privacy-preserving statistics queries over encrypted data in smart grids. 265-279
- Yu-Hsiang Mike Tsai
, Natalie Beams, Hartwig Anzt:
Three-precision algebraic multigrid on GPUs. 280-293
- Ashu Taneja, Shalli Rani
, Jose Breñosa
, Amr Tolba
, Seifedine Nimer Kadry:
An improved WiFi sensing based indoor navigation with reconfigurable intelligent surfaces for 6G enabled IoT network and AI explainable use case. 294-303
- Liehuang Zhu, Yumeng Xie, Yuao Zhou, Qing Fan
, Chuan Zhang
, Ximeng Liu
:
Enabling efficient and secure health data sharing for Healthcare IoT systems. 304-316 - Jianzhi Shi
, Bo Yi, Xingwei Wang, Min Huang, Peichen Li
, Chao Zeng
, Keqin Li
:
Vivace-Distributed: A novel congestion control mechanism for JointCloud environments. 317-329
- Jinfu Chen, Yuhao Chen, Saihua Cai
, Shang Yin, Lingling Zhao, Zikang Zhang:
An optimized feature extraction algorithm for abnormal network traffic detection. 330-342
- Alberto Archetti
, Francesca Ieva, Matteo Matteucci:
Scaling survival analysis in healthcare with federated survival forests: A comparative study on heart failure and breast cancer genomics. 343-358
- Alex Barceló
, Anna Queralt, Toni Cortes
:
Enhancing iteration performance on distributed task-based workflows. 359-375 - Ge Song
, Seong Hyeon Hong
, Tristan Kyzer, Yi Wang
:
Energy consumption auditing based on a generative adversarial network for anomaly detection of robotic manipulators. 376-389
- Jongmin Park
, Soohwan Jeong
, Byung Suk Lee, Sungsu Lim
:
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding. 390-401
- Ruimin Huang, Huaqiang Wang, Xiaoqiao Huang, Yonghang Tai, Feiyan Cheng, Junsheng Shi:
Edge device-based real-time implementation of CycleGAN for the colorization of infrared video. 402-415
- Azadeh Faroughi, Reza Boostani
, Hadi Tajalizadeh
, Reza Javidan
:
ARD-Stream: An adaptive radius density-based stream clustering. 416-431 - Samson B. Akintoye, Liangxiu Han
, Huw Lloyd
, X. Zhang, Darren Dancey, Haoming Chen
, Daoqiang Zhang:
Layer-wise partitioning and merging for efficient and scalable deep learning. 432-444 - Yunting Tao
, Fanyu Kong
, Yuliang Shi, Jia Yu, Hanlin Zhang, Xiangyi Wang:
Efficient, secure and verifiable outsourcing scheme for SVD-based collaborative filtering recommender system. 445-454
- Davide Mulfari, Lorenzo Carnevale, Massimo Villari:
Toward a lightweight ASR solution for atypical speech on the edge. 455-463
- Marwa Thabet, Brahim Hnich, Mouhebeddine Berrima:
Investigating, quantifying and controlling the co-location attack's conditional value at risk of VM placement strategies. 464-477 - Noureddine Moussa
, Edmond Nurellari
, Kebira Azbeg
, Abdellah Boulouz
, Karim Afdel
, Lahcen Koutti
, Mohamed Ben Salah
, Abdelbaki El Belrhiti El Alaoui
:
A reinforcement learning based routing protocol for software-defined networking enabled wireless sensor network forest fire detection. 478-493
- Alberto Monge Roffarello
, Luigi De Russis
:
Teaching and learning "Digital Wellbeing". 494-508
- Zixuan Fu
, Chenghua Wang, Jiajie Xu:
Graph contextualized self-attention network for software service sequential recommendation. 509-517
- Hira S. Sikandar, Saif Ur Rehman Malik, Adeel Anjum, Abid Khan
, Gwanggil Jeon:
Cohort-based kernel principal component analysis with Multi-path Service Routing in Federated Learning. 518-530
- Fatima Zahra Errounda, Yan Liu:
Adaptive differential privacy in vertical federated learning for mobility forecasting. 531-546
- Miguel Guzmán-Merino, Maria-Cristina V. Marinescu, Alberto Cascajo
, Jesús Carretero, David E. Singh:
Evaluating the spread of Omicron COVID-19 variant in Spain. 547-561
- Yamina Mohamed Ben Ali:
One-pixel and X-pixel adversarial attacks based on smell bees optimization algorithm. 562-576
- Júlio Cesar Cardoso Tesolin
, André M. Demori
, David Fernandes Cruz Moura
, Maria Cláudia Cavalcanti
:
Enhancing heterogeneous mobile network management based on a well-founded reference ontology. 577-593
- Johanna Ylipulli
, Matti Pouke
, Nils Ehrenberg
, Turkka Keinonen:
Public libraries as a partner in digital innovation project: Designing a virtual reality experience to support digital literacy. 594-605
- Tri Nguyen
, Huong Nguyen
, Juha Partala
, Susanna Pirttikangas
:
TrustedMaaS: Transforming trust and transparency Mobility-as-a-Service with blockchain. 606-621 - Marcos de Souza Oliveira
, Francisco Erivaldo Fernandes Junior
, Lukas Cerveny
, Flávia Akemi Miyazaki
, Leonardo Valeriano Neri, Alan da Silva
, Beatriz Leandro Bonafini
, Victor Medeiros Outtes Alves
, Órion Darshan Winter de Lima:
FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies. 622-636 - Noe Marcelo Yungaicela-Naula
, César Vargas Rosales
, Jesús Arturo Pérez Díaz:
SDN/NFV-based framework for autonomous defense against slow-rate DDoS attacks by using reinforcement learning. 637-649
- Zhihui Du
, Sen Zhang
, David A. Bader
:
Tunnel: Parallel-inducing sort for large string analytics. 650-663
- Shola Olabode
, Rebecca Owens
, Viana Nijia Zhang, Jehana Copilah-Ali, Maxim Kolomeets, Han Wu, Shrikant Malviya
, Karolina Markeviciute, Tasos Spiliotopoulos, Cristina Neesham, Lei Shi, Deborah Chambers:
Complex online harms and the smart home: A scoping review. 664-678
- Stefano Bistarelli
, Francesco Faloci
, Paolo Mori:
*-chain: A framework for automating the modeling of blockchain based supply chain tracing systems. 679-700 - Devis Bianchini, Valeria De Antonellis, Massimiliano Garda
:
A big data exploration approach to exploit in-vehicle data for smart road maintenance. 701-716
- Georg Rutishauser
, Moritz Scherer, Tim Fischer, Luca Benini:
7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks. 717-731
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