Future Generation Computer Systems, Volume 106

Volume 106, May 2020

Special Issue on Clusters, Clouds and Grids for Life Sciences

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  Lei Xiao, Shuangyan Wang, Gang Mei:
  Efficient parallel algorithm for detecting influential nodes in large biological networks on the Graphics Processing Unit. 1-13

Regular papers

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  Grégoire Todeschi, Boris Teabe, Alain Tchana, Daniel Hagimont:
  Cacol: A zero overhead and non-intrusive double caching mitigation system. 14-21
• 
  Hui Guo, Lanlan Rui, Zhipeng Gao:
  A zone-based content pre-caching strategy in vehicular edge networks. 22-33
• 
  Yaoling Ding, Ying Shi, An Wang, Yongjuan Wang, Guoshuang Zhang:
  Block-oriented correlation power analysis with bitwise linear leakage: An artificial intelligence approach based on genetic algorithms. 34-42
• 
  Zaheer Masood, Raza Samar, Muhammad Asif Zahoor Raja:
  Design of fractional order epidemic model for future generation tiny hardware implants. 43-54

Special Issue on Internet-of-Things and Cyber-Physical System in Smart City

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  Yuanxin Sun, Ruoxin Kuai, Sa Xiao, Wanbin Tang, Xiaoping Li:
  VIMAC: Vehicular information medium access control protocol for high reliable and low latency transmissions for vehicular ad hoc networks in smart city. 55-66

Regular papers

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  Huansheng Ning, Yunfei Li, Feifei Shi, Laurence T. Yang:
  Heterogeneous edge computing open platforms and tools for internet of things. 67-76
• 
  Chen Wei, Zhi-Hua Hu, You-Gan Wang:
  Exact algorithms for energy-efficient virtual machine placement in data centers. 77-91

Special Issue on Data Science in Social Media

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  Gonzalo A. Ruz, Pablo A. Henríquez, Aldo Mascareño:
  Sentiment analysis of Twitter data during critical events through Bayesian networks classifiers. 92-104

Regular papers

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  Zhi Lu, Jin-Kao Hao, Qinghua Wu:
  A hybrid evolutionary algorithm for finding low conductance of large graphs. 105-120

Special Issue on FinTech Security and Privacy

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  Haiying Ma, Elmo X. Huang, Kwok-Yan Lam:
  Blockchain-based mechanism for fine-grained authorization in data crowdsourcing. 121-134

Regular papers

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  Jin Ki Eom, Kwang Sub Lee, Myeong-Eon Seong:
  Development and application of the Activity-BAsed Traveler Analyzer (ABATA) system. 135-153
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  José Alberto Benítez-Andrades, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Alejandro Rodríguez González:
  Social network analysis for personalized characterization and risk assessment of alcohol use disorders in adolescents using semantic technologies. 154-170

Special Issue on HPCS17/18-SI

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  Vincenzo De Maio, Dragi Kimovski:
  Multi-objective scheduling of extreme data scientific workflows in Fog. 171-184

Regular papers

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  Su-Kyung Yoon, Shin-Dug Kim:
  Pattern analysis based data management method and memory-disk integrated system for high performance computing. 185-198

Special Issue on Intelligent IoT Systems for Healthcare and Rehabilitation

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  Jiayi Lu, Enmin Song, Ahmed Ghoneim, Mubarak Alrashoud:
  Machine learning for assisting cervical cancer diagnosis: An ensemble approach. 199-205

Regular papers

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  Esubalew Alemneh, Sidi-Mohammed Senouci, Philippe Brunet, Tesfa Tegegne:
  A two-way trust management system for fog computing. 206-220
• 
  Seyedhamid Mashhadi Moghaddam, Michael J. O'Sullivan, Cameron G. Walker, Sareh Fotuhi Piraghaj, Charles Peter Unsworth:
  Embedding individualized machine learning prediction models for energy efficient VM consolidation within Cloud data centers. 221-233
• 
  Abbas Dehghani:
  A design flow for an optimized congestion-aware application-specific wireless network-on-chip architecture. 234-249
• 
  Linchang Zhao, Zhaowei Shang, Jin Tan, Xiaoliu Luo, Taiping Zhang, Yu Wei, Yuan Yan Tang:
  Adaptive parameter estimation of GMM and its application in clustering. 250-259
• 
  Andre Luis Cavalcanti Bueno, Noemi de La Rocque Rodriguez, Elisa Dominguez Sotelino:
  Adaptive relaxed synchronization through the use of supervised learning methods. 260-269

Special Issue on Heterogeneous Computation in Specific Domain Accelerations

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  Song Jin, Songwei Pei, Yu Wang:
  A variation tolerant scheme for memristor crossbar based neural network designs via two-phase weight mapping and memristor programming. 270-276

Regular papers

• 
  Rafal Skinderowicz:
  Implementing a GPU-based parallel MAX-MIN Ant System. 277-295

Special Issue on ML for IoT Security

• 
  YiHe Liu, Shuang Zhang:
  Information security and storage of Internet of Things based on block chains. 296-303

Regular papers

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  Miguel Santiago-Duran, José Luis González Compeán, André Brinkmann, Hugo G. Reyes-Anastacio, Jesús Carretero, Raffaele Montella, Gregorio Toscano Pulido:
  A gearbox model for processing large volumes of data by using pipeline systems encapsulated into virtual containers. 304-319
• 
  Ling Liu, Qixuan Jin, Dan Wang, Hongfang Yu, Gang Sun, Shouxi Luo:
  PSNet: Reconfigurable network topology design for accelerating parameter server architecture based distributed machine learning. 320-332

Special Issue on ML for IoT Security

• 
  Kun Wang, Lei Wang:
  Detect Slitheen by analyzing the browsing behaviors and forcing retransmission. 333-346
• 
  Dan Tang, Liu Tang, Rui Dai, Jingwen Chen, Xiong Li, Joel J. P. C. Rodrigues:
  MF-Adaboost: LDoS attack detection based on multi-features and improved Adaboost. 347-359

Regular papers

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  Hiba Jadallah, Zaher Al Aghbari:
  SwapQt: Cloud-based in-memory indexing of dynamic spatial data. 360-373
• 
  Muhammad Ehatisham-ul-Haq, Muhammad Awais Azam:
  Opportunistic sensing for inferring in-the-wild human contexts based on activity pattern recognition using smart computing. 374-392

Special Issue on Intelligent Edge, Fog and Internet of things (IoT)-based services

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  Flora Amato, Luigi Coppolino, Salvatore D'Antonio, Nicola Mazzocca, Francesco Moscato, Luigi Sgaglione:
  An abstract reasoning architecture for privacy policies monitoring. 393-400

Special Issue on Heterogeneous Computation in Specific Domain Accelerations

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  Juan M. Cebrian, Baldomero Imbernón, Jesús A. Soto, José M. García, José M. Cecilia:
  High-throughput fuzzy clustering on heterogeneous architectures. 401-411

Regular papers

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  Jinyuan Zhao, Zhigang Hu, Bing Xiong, Liu Yang, Keqin Li:
  Modeling and optimization of packet forwarding performance in software-defined WAN. 412-425
• 
  Xinxin Wang, Depeng Dang, Zixian Guo:
  Evaluating the crowd quality for subjective questions based on a Spark computing environment. 426-437
• 
  Mustafa M. Al-Sayed, Hesham A. Hassan, Fatma A. Omara:
  An intelligent cloud service discovery framework. 438-466

Special Issue on HPCS17/18-SI

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  Nuria Losada, Patricia González, María J. Martín, George Bosilca, Aurélien Bouteiller, Keita Teranishi:
  Fault tolerance of MPI applications in exascale systems: The ULFM solution. 467-481

Regular papers

• 
  Shabir Ahmad, DoHyeun Kim:
  A multi-device multi-tasks management and orchestration architecture for the design of enterprise IoT applications. 482-500
• 
  Aaron Zimba, Hongsong Chen, Zhaoshun Wang, Mumbi Chishimba:
  Modeling and detection of the multi-stages of Advanced Persistent Threats attacks based on semi-supervised learning and complex networks characteristics. 501-517
• 
  Mortaza Nikzad, Kamal Jamshidi, Ali Bohlooli:
  A Responsibility-based Transport Control for Named Data Networking. 518-533
• 
  Estefania Serrano, Javier García-Blas, Jesús Carretero, Manuel Desco, Mónica Abella:
  Accelerated iterative image reconstruction for cone-beam computed tomography through Big Data frameworks. 534-544

Special Issue on FinTech Security and Privacy

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  Zhuoran Ma, Jianfeng Ma, Yinbin Miao, Kim-Kwang Raymond Choo, Ximeng Liu, Xiangyu Wang, Tengfei Yang:
  PMKT: Privacy-preserving Multi-party Knowledge Transfer for financial market forecasting. 545-558

Regular papers

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  Víctor Martínez, Senaka Fernando, Miguel Molina-Solana, Yike Guo:
  Tuoris: A middleware for visualizing dynamic graphics in scalable resolution display environments. 559-571
• 
  Jorge Fernández-Fabeiro, Diego Andrade, Basilio B. Fraguela, Ramón Doallo:
  An automatic optimizer for heterogeneous devices. 572-584

Special Issue on Intelligent Edge, Fog and Internet of things (IoT)-based services

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  Jindan Zhang, Baocang Wang, Xu An Wang, Han Wang, Shuai Xiao:
  New group user based privacy preserving cloud auditing protocol. 585-594

Regular papers

• 
  Shreshth Tuli, Rajinder Sandhu, Rajkumar Buyya:
  Shared data-aware dynamic resource provisioning and task scheduling for data intensive applications on hybrid clouds using Aneka. 595-606
• 
  Liehuang Zhu, Nassoro M. R. Lwamo, Kashif Sharif, Chang Xu, Xiaojiang Du, Mohsen Guizani, Fan Li:
  T-CAM: Time-based content access control mechanism for ICN subscription systems. 607-621

Special Issue on Internet-of-Things and Cyber-Physical System in Smart City

• 
  Sandeep Saharan, Neeraj Kumar, Seema Bawa:
  An efficient smart parking pricing system for smart city environment: A machine-learning based approach. 622-640

Regular papers

• 
  Le Luo, Yi Liu:
  Processing graphs with barrierless asynchronous parallel model on shared-memory systems. 641-652

Special Issue on Data Exploration

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  Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila:
  Sampling informative patterns from large single networks. 653-658

Special Issue on Intelligent Edge, Fog and Internet of things (IoT)-based services

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  Nan Guo, Cong Zhao, Tianhan Gao:
  An anonymous authentication scheme for edge computing-based car-home connectivity services in vehicular networks. 659-671

Special Issue on New Computing Paradigms of Stream Data Mining and Optimization in Non-stationary Environments

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  José Maia, Carlos Alberto Severiano Junior, Frederico Gadelha Guimarães, Cristiano Leite Castro, André Paim Lemos, Juan Camilo Fonseca Galindo, Miri Weiss-Cohen:
  Evolving clustering algorithm based on mixture of typicalities for stream data mining. 672-684
• 
  Heejung Yu, Muhammad Khalil Afzal, Yousaf Bin Zikria, Abderrezak Rachedi, Frank H. P. Fitzek:
  Tactile Internet: Technologies, test platforms, trials, and applications. 685-688
• 
  Retraction notice to "High-resolution ultrasound images in gouty arthritis to evaluate relationship between tophi and bone erosion" [Future Gener. Comput. Syst. 98 (2018) 131-134]. 689