Future Generation Computer Systems, Volume 148

Volume 148, November 2023

Regular papers

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  Meng Chen, Jiaxin Hou, Yongpan Sheng, Yingbo Wu, Sen Wang, Jianyuan Lu, Qilin Fan:
  HA-D3QN: Embedding virtual private cloud in cloud data centers with heuristic assisted deep reinforcement learning. 1-14
• 
  Jin Wang, Hui Xiao, Shuwen Zhong, Yinhao Xiao:
  DeepVulSeeker: A novel vulnerability identification framework via code graph structure and pre-training mechanism. 15-26
• 
  Xiangying Zhang, Pai Zheng, Tao Peng, Dai Li, Xujun Zhang, Renzhong Tang:
  Privacy-preserving activity recognition using multimodal sensors in smart office. 27-38
• 
  Jannis Klinkenberg, Anara Kozhokanova, Christian Terboven, Clément Foyer, Brice Goglin, Emmanuel Jeannot:
  H2M: Exploiting Heterogeneous Shared Memory Architectures. 39-55

VSI: SI-HINEA

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  Xiurui Xie, Maojun Tian, Guangchun Luo, Guisong Liu, Yizhe Wu, Ke Qin:
  Active learning in multi-label image classification with graph convolutional network embedding. 56-65
• 
  Zhongming Han, Xuelian Jin, Haozhen Xing, Weijie Yang, Haitao Xiong:
  An effective heterogeneous information network representation learning framework. 66-78

Regular papers

• 
  Amir Reshadinezhad, Mohammad Reza Khayyambashi, Naser Movahedinia:
  An efficient adaptive cache management scheme for named data networks. 79-92

VSI: SI-FEDEDG

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  Gianni D'Angelo, Eslam Farsimadan, Massimo Ficco, Francesco Palmieri, Antonio Robustelli:
  Privacy-preserving malware detection in Android-based IoT devices through federated Markov chains. 93-105

Regular papers

• 
  Ji Liu, Zhihua Wu, Danlei Feng, Minxu Zhang, Xinxuan Wu, Xuefeng Yao, Dianhai Yu, Yanjun Ma, Feng Zhao, Dejing Dou:
  HeterPS: Distributed deep learning with reinforcement learning based scheduling in heterogeneous environments. 106-117

VSI: SI-FEDEDG

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  Fahd N. Al-Wesabi, Hanan Abdullah Mengash, Radwa Marzouk, Nuha Alruwais, Randa Allafi, Rana Alabdan, Meshal Alharbi, Deepak Gupta:
  Pelican Optimization Algorithm with Federated Learning Driven Attack Detection model in Internet of Things environment. 118-127

VSI: SI-HINEA

• 
  Liang Jiang, Jingjing Yao, Leilei Shi, Zixuan Han:
  A fusion recommendation model based on mutual information and attention learning in heterogeneous social networks. 128-138

Regular papers

• 
  Zhongcheng Lei, Hong Zhou, Wenshan Hu, Guo-Ping Liu:
  Concurrent experimentation in NCSLab: A scalable approach for online laboratories. 139-149

VSI:Advances for HPC Systems

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  Michal Orzechowski, Michal Wrzeszcz, Bartosz Kryza, Lukasz Dutka, Renata G. Slota, Jacek Kitowski:
  Indexing legacy data-sets for global access and processing in multi-cloud environments. 150-159

VSI: Exp-AI-IoT-Nav-WiFi

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  Xiaobo Yang, Daosen Zhai, Ruonan Zhang, Haotong Cao, Sahil Garg, Mohammad Mehedi Hassan:
  Human-to-human interaction behaviors sensing based on complex-valued neural network using Wi-Fi channel state information. 160-172

Regular papers

• 
  Spyridon Chouliaras, Stelios Sotiriadis:
  An adaptive auto-scaling framework for cloud resource provisioning. 173-183

Review papers

• 
  Nafiseh Soveizi, Fatih Turkmen, Dimka Karastoyanova:
  Security and privacy concerns in cloud-based scientific and business workflows: A systematic review. 184-200

VSI: SI-HINEA

• 
  Guodong Ye, Xin Liu, Siqi Fan, Yuan Tan, Qingguo Zhou, Rui Zhou, Xiaokang Zhou:
  Novel supply chain vulnerability detection based on heterogeneous-graph-driven hash similarity in IoT. 201-210

VSI: Smart Wearable Systems

• 
  Youssef Amin, Christian Gianoglio, Maurizio Valle:
  Embedded real-time objects' hardness classification for robotic grippers. 211-224

VSI: Exp-AI-IoT-Nav-WiFi

• 
  Premkumar Chithaluru, Aman Singh, Jagjit Singh Dhatterwal, Ali Hassan Sodhro, Marwan Ali Albahar, Anca Jurcut, Ahmed Alkhayyat:
  An Optimized Privacy Information Exchange Schema for Explainable AI Empowered WiMAX-based IoT networks. 225-239

VSI: Big spatiotemporal data

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  Guojia Wan, Zhengyun Zhou, Zhigao Zheng, Bo Du:
  Sub-Entity Embedding for inductive spatio-temporal knowledge graph completion. 240-249

VSI: Exp-AI-IoT-Nav-WiFi

• 
  Saeed Hamood Alsamhi, Alexey V. Shvetsov, Ammar Hawbani, Svetlana V. Shvetsova, Santosh Kumar, Liang Zhao:
  Survey on Federated Learning enabling indoor navigation for industry 4.0 in B5G. 250-265

VSI: ICT for Social development

• 
  Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito:
  Cooperative behavior in blockchain-based complementary currency networks through time: The Sarafu case study. 266-279

Regular papers

• 
  Luxia Fu, Zhuang Zhang, Liang Tan, Zhengyi Yao, Hongxin Tan, Jingxue Xie, Kun She:
  Blockchain-enabled device command operation security for Industrial Internet of Things. 280-297
• 
  Zhenli He, Yanan Xu, Di Liu, Wei Zhou, Keqin Li:
  Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing. 298-313
• 
  Yanqi Gong, Kun Bian, Fei Hao, Yifei Sun, Yulei Wu:
  Dependent tasks offloading in mobile edge computing: A multi-objective evolutionary optimization strategy. 314-325

VSI: Exp-AI-IoT-Nav-WiFi

• 
  Fasee Ullah, Chi-Man Pun, Omprakash Kaiwartya, Ali Safaa Sadiq, Jaime Lloret, Mohammed Ali:
  HIDE-Healthcare IoT Data Trust ManagEment: Attribute centric intelligent privacy approach. 326-341

Regular papers

• 
  Bo Yin, Peng Zhang, Binyao Xu, Hang Chen, Youlin Ji:
  Crowd-enabled multiple Pareto-optimal queries for multi-criteria decision-making services. 342-356

VSI: Big spatiotemporal data

• 
  Shuzhe Li, Wei Chen, Bingqi Yan, Zhen Li, Shunzhi Zhu, Yanwei Yu:
  Self-supervised contrastive representation learning for large-scale trajectories. 357-366
• 
  Beibei Li, Yujie Chang, Hanyuan Huang, Wenshan Li, Tao Li, Wen Chen:
  Artificial immunity based distributed and fast anomaly detection for Industrial Internet of Things. 367-379

Regular papers

• 
  Aaliya Sarfaraz, Ripon K. Chakrabortty, Daryl Leslie Essam:
  AccessChain: An access control framework to protect data access in blockchain enabled supply chain. 380-394
• 
  Imen Tounsi, Abdessamad Saidi, Mohamed Hadj Kacem, Ahmed Hadj Kacem:
  Internet of Things design patterns modeling proven correct by construction: Application to aged care solution. 395-407

Review papers

• 
  Yanling Wang, Qian Wang, Lingchen Zhao, Cong Wang:
  Differential privacy in deep learning: Privacy and beyond. 408-424

Regular papers

• 
  Roberto Román, Rosario Arjona, Iluminada Baturone:
  A lightweight remote attestation using PUFs and hash-based signatures for low-end IoT devices. 425-435
• 
  Zijia Mo, Zhipeng Gao, Kaile Xiao, Chen Zhao, Xinlei Yu:
  IDDANet: An Input-Driven Dynamic Adaptive Network ensemble method for edge intelligence. 436-445
• 
  Paulo Souza, Tiago Ferreto, Rodrigo N. Calheiros:
  EdgeSimPy: Python-based modeling and simulation of edge computing resource management policies. 446-459
• 
  Yu Liu, Yunchuan Guan, Tianming Jiang, Ke Zhou, Hua Wang, Guangxing Hu, Ji Zhang, Wei Fang, Zhuo Cheng, Ping Huang:
  SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update. 460-471

VSI:Advances for HPC Systems

• 
  Ayesha Afzal, Georg Hager, Stefano Markidis, Gerhard Wellein:
  Making applications faster by asynchronous execution: Slowing down processes or relaxing MPI collectives. 472-487

Regular papers

• 
  Huy-Tan Thai, Kim-Hung Le, Ngan Luu-Thuy Nguyen:
  Towards sustainable agriculture: A lightweight hybrid model and cloud-based collection of datasets for efficient leaf disease detection. 488-500
• 
  Walter Lohman, Hans Cornelissen, Jeroen Borst, Ralph Klerkx, Yashar Araghi, Erwin Walraven:
  Building digital twins of cities using the Inter Model Broker framework. 501-513

VSI:Advances for HPC Systems

• 
  Francisco Orts, Antonio Manuel Puertas, Gloria Ortega López, Ester M. Garzón:
  Quantum annealing solution for the unrelated parallel machine scheduling with priorities and delay of task switching on machines. 514-523

Regular papers

• 
  Fang Zuo, Yajie Li, Guanghui Wang, Xin He:
  Towards accurate and privacy-preserving localization using anchor quality assessment in Internet of Things. 524-537
• 
  Baoshan Lu, Junli Fang, Xuemin Hong, Jianghong Shi:
  Energy-efficient task scheduling for mobile edge computing with virtual machine I/O interference. 538-549
• 
  Theodoros-Thirimachos Davarakis, Georgios Palaiokrassas, Antonios Litke, Theodora A. Varvarigou:
  Reinforcement learning with smart contracts on blockchains. 550-563
• 
  Fatemeh Abdi, Mahmood Ahmadi, Montajab Ghanem:
  AM-IF: Adaptive Multi-Path Interest Forwarding in named data networking. 564-583
• 
  Chenggang Shan, Yuanqing Xia, Yufeng Zhan, Jinhui Zhang:
  KubeAdaptor: A docking framework for workflow containerization on Kubernetes. 584-599

VSI: FGADNN

• 
  Jinshu Huang, Haidong Xie, Chunlin Wu, Xueshuang Xiang:
  Union label smoothing adversarial training: Recognize small perturbation attacks and reject larger perturbation attacks balanced. 600-609

VSI: SI-FEDEDG

• 
  Shanming Wei, Shunmei Meng, Qianmu Li, Xiaokang Zhou, Lianyong Qi, Xiaolong Xu:
  Edge-enabled federated sequential recommendation with knowledge-aware Transformer. 610-622

VSI:Advances for HPC Systems

• 
  Lukasz Szustak, Marcin Lawenda, Sebastian Arming, Gregor Bankhamer, Christoph Schweimer, Robert Elsässer:
  Profiling and optimization of Python-based social sciences applications on HPC systems by means of task and data parallelism. 623-635

VSI: FGADNN

• 
  Retraction notice to "Multi-spectral and panchromatic image fusion approach using stationary wavelet transform and swarm flower pollination optimization for remote sensing applications" [Future Gener. Comput. Syst. 88 (2018) 501-511]. 636