Future Generation Computer Systems, Volume 110

Volume 110, September 2020

Regular papers

• 
  Pablo Tesone, Guillermo Polito, Luc Fabresse, Noury Bouraqadi, Stéphane Ducasse:
  Preserving instance state during refactorings in live environments. 1-17
• 
  Shirzad Shahryari, Seyed-Amin Hosseini-Seno, Farzad Tashtarian:
  An SDN based framework for maximizing throughput and balanced load distribution in a Cloudlet network. 18-32

Special Issue on Heterogeneous Computation in Specific Domain Accelerations

• 
  Roger D. Chamberlain:
  Architecturally truly diverse systems: A review. 33-44

Regular papers

• 
  Hassan Nasiraee, Maede Ashouri-Talouki:
  Anonymous decentralized attribute-based access control for cloud-assisted IoT. 45-56

Special Issue on Advanced Techniques and Emerging Trends in Smart Cyber-Physical Systems

• 
  Junchao Wang, Kaining Han, Shengwen Fan, Ying Zhang, Honghao Tan, Gwanggil Jeon, Yu Pang, Jinzhao Lin:
  A logistic mapping-based encryption scheme for Wireless Body Area Networks. 57-67

Regular papers

• 
  Sachini Jayasekara, Aaron Harwood, Shanika Karunasekera:
  A utilization model for optimization of checkpoint intervals in distributed stream processing systems. 68-79

Special Issue on Emerging Topics in Defending Networked Systems

• 
  S. Velliangiri, Hari Mohan Pandey:
  Fuzzy-Taylor-elephant herd optimization inspired Deep Belief Network for DDoS attack detection and comparison with state-of-the-arts algorithms. 80-90

Special Issue on NMA Digital ForensicTech

• 
  Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova:
  A new network forensic framework based on deep learning for Internet of Things networks: A particle deep framework. 91-106

Special Issue on Computer Architecture and High Performance Computing

• 
  Ali Reza Zamani, Daniel Balouek-Thomert, Juan J. Villalobos, Ivan Rodero, Manish Parashar:
  An edge-aware autonomic runtime for data streaming and in-transit processing. 107-118

Regular papers

• 
  Ignacio Blanquer, Francisco V. Brasileiro, Andrey Brito, Amanda Calatrava, André Carvalho, Christof Fetzer, Flavio V. D. de Figueiredo, Ronny Petterson Guimarães, Leandro Bezerra Marinho, Wagner Meira Jr., Altigran S. da Silva, Angel Alberich-Bayarri, Eduardo Camacho-Ramos, Ana Jimenez-Pastor, Antonio Luiz L. Ribeiro, Bruno Ramos Nascimento, Fábio Silva:
  Federated and secure cloud services for building medical image classifiers on an intercontinental infrastructure. 119-134

Special Issue on NMA Digital ForensicTech

• 
  Roni Mateless, Daniel Rejabek, Oded Margalit, Robert Moskovitch:
  Decompiled APK based malicious code classification. 135-147

Special Issue on Emerging Topics in Defending Networked Systems

• 
  Marek Pawlicki, Michal Choras, Rafal Kozik:
  Defending network intrusion detection systems against adversarial evasion attacks. 148-154

Regular papers

• 
  David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera:
  Sequence-to-sequence models for workload interference prediction on batch processing datacenters. 155-166

Special Issue on Social and Intelligent Applications for Future Cities

• 
  Wei Liu, Jingzhi Guo, Feng Yao, Deng Chen:
  Adaptive protocol generation for group collaborative in smart medical waste transportation. 167-180

Special Issue on Innovating the Network for Data Intensive Science (INDIS 2018)

• 
  Inder Monga, Chin Guok, John MacAuley, Alex Sim, Harvey B. Newman, Justas Balcas, Phil DeMar, Linda Winkler, Tom Lehman, Xi Yang:
  Software-Defined Network for End-to-end Networked Science at the Exascale. 181-201

Special Issue on Workflows in Support of Large-Scale Science (WORKS)

• 
  Dong H. Ahn, Ned Bass, Albert Chu, Jim Garlick, Mark Grondona, Stephen Herbein, Helgi I. Ingólfsson, Joseph Koning, Tapasya Patki, Thomas R. W. Scogland, Becky Springmeyer, Michela Taufer:
  Flux: Overcoming scheduling challenges for exascale workflows. 202-213

Regular papers

• 
  Gael Pérez Rodríguez, Martín Pérez-Pérez, Florentino Fdez-Riverola, Anália Lourenço:
  Mining the sociome for Health Informatics: Analysis of therapeutic lifestyle adherence of diabetic patients in Twitter. 214-232

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

• 
  Jie Li, Jianming Zhi, Wei Hu, Liya Wang, Aimin Yang:
  Research on the improvement of vision target tracking algorithm for Internet of things technology and Simple extended application in pellet ore phase. 233-242

Regular papers

• 
  Zoltán Ádám Mann:
  Secure software placement and configuration. 243-253

Special Issue on Information-Centric Network enabler Communication for Internet of Things

• 
  Moayad Aloqaily, Haythem Bany Salameh, Ismaeel Al Ridhawi, Khalaf Batieha, Jalel Ben-Othman:
  A multi-stage resource-constrained spectrum access mechanism for cognitive radio IoT networks: Time-spectrum block utilization. 254-266

Special Issue on NMA Digital ForensicTech

• 
  Javier Carrillo Mondéjar, José Luis Martínez, Guillermo Suarez-Tangil:
  Characterizing Linux-based malware: Findings and recent trends. 267-281

Regular papers

• 
  Dhanalakshmi B. K., K. C. Srikantaiah, K. R. Venugopal:
  Carry Forward and Access Control for Unused Resources in Multi Sharing System of Hybrid Cloud. 282-290
• 
  Jing Wang, Huyin Zhang, Xing Tang, Zongpeng Li:
  Delay-tolerant routing and message scheduling for CR-VANETs. 291-309

Special issue on Large Evolving Graphs

• 
  Sabeur Aridhi, José A. F. de Macêdo, Engelbert Mephu Nguifo, Karine Zeitouni:
  Special issue on "Advances on Large Evolving Graphs". 310

Special issue on KELICIT_CBCS

• 
  Simona Bernardi, Ugo Gentile, Roberto Nardone, Stefano Marrone:
  Advancements in knowledge elicitation for computer-based critical systems. 311-313

Special Issue on Advancements in 5G Networks Security

• 
  Wojciech Mazurczyk, Pascal Bisson, Roger Piqueras Jover, Koji Nakao, Krzysztof Cabaj:
  Special issue on Advancements in 5G Networks Security. 314-316

Special issue on USPN

• 
  Ansar-Ul-Haque Yasar, Haroon Malik, Elhadi M. Shakshuki:
  Special Issue on Emerging trends in Ubiquitous Systems and Pervasive Networks. 317-319

Special issue on Science Gateways 2017

• 
  Maytal Dahan, Rebecca Pirzl, Sandra Gesing:
  International Science Gateways 2017 Special issue. 320-322

Special issue on USPN

• 
  Glenn Cich, Irith Ben-Arroyo Hartman, Luk Knapen, Davy Janssens:
  A simulation study of commuting alternatives for day care centres. 323-337
• 
  Wim Ectors, Sofie Reumers, Won Do Lee, Bruno Kochan, Davy Janssens, Tom Bellemans, Geert Wets:
  Optimizing copious activity type classes based on classification accuracy and entropy retention. 338-349
• 
  Olga Petrik, Muhammad Adnan, Kakali Basak, Moshe E. Ben-Akiva:
  Uncertainty analysis of an activity-based microsimulation model for Singapore. 350-363
• 
  Marko Celan, Marjan Lep:
  Bus-arrival time prediction using bus network data model and time periods. 364-371
• 
  Awadh Gaamel, Tarek R. Sheltami, Anas Al-Roubaiey, Elhadi M. Shakshuki:
  Broker-less middleware for WSAN performance evaluation. 372-381
• 
  Feras N. Al-Obeidat, Bruce Spencer, Omar Alfandi:
  Consistently accurate forecasts of temperature within buildings from sensor data using ridge and lasso regression. 382-392
• 
  Jan Vuurstaek, Glenn Cich, Luk Knapen, Wim Ectors, Ansar-Ul-Haque Yasar, Tom Bellemans, Davy Janssens:
  GTFS bus stop mapping to the OSM network. 393-406
• 
  Salvatore Cuomo, Vittorio Di Somma, Francesco Piccialli:
  Pricing estimation of a barrier option in an IoT scenario. 407-412
• 
  Feras N. Al-Obeidat, Bruce Spencer, May Al Taei:
  Identifying major tasks and minor tasks within online reviews. 413-421

Special issue on WORKS 2016

• 
  Vítor Silva, Leonardo Neves, Renan Souza, Alvaro L. G. A. Coutinho, Daniel de Oliveira, Marta Mattoso:
  Adding domain data to code profiling tools to debug workflow parallel execution. 422-439
• 
  Silvina Caíno-Lores, Andrei Lapin, Jesús Carretero, Peter G. Kropf:
  Applying big data paradigms to a large scale scientific workflow: Lessons learned and future directions. 440-452
• 
  Raffaele Montella, Alison Brizius, Diana Di Luccio, Cheryl H. Porter, Joshua Elliott, Ravi K. Madduri, David Kelly, Angelo Riccio, Ian T. Foster:
  Using the FACE-IT portal and workflow engine for operational food quality prediction and assessment: An application to mussel farms monitoring in the Bay of Napoli, Italy. 453-467
• 
  Christopher S. Daley, Devarshi Ghoshal, Glenn K. Lockwood, Sudip S. Dosanjh, Lavanya Ramakrishnan, Nicholas J. Wright:
  Performance characterization of scientific workflows for the optimal use of Burst Buffers. 468-480
• 
  Renan Souza, Vítor Silva, Alvaro L. G. A. Coutinho, Patrick Valduriez, Marta Mattoso:
  Data reduction in scientific workflows using provenance monitoring and user steering. 481-501
• 
  Maciej Malawski, Adam Gajek, Adam Zima, Bartosz Balis, Kamil Figiela:
  Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions. 502-514
• 
  Tong Shu, Chase Q. Wu:
  Energy-efficient mapping of large-scale workflows under deadline constraints in big data computing systems. 515-530

Special issue on Spatiotemporal Big Data

• 
  Evangelos Psomakelis, Konstantinos Tserpes, Dimitris Zissis, Dimosthenis Anagnostopoulos, Theodora A. Varvarigou:
  Context agnostic trajectory prediction based on λ-architecture. 531-539
• 
  Georgios M. Santipantakis, Apostolos Glenis, Kostas Patroumpas, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros, Nikos Pelekis, Yannis Theodoridis:
  SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources. 540-555
• 
  Zhongliang Zhao, Mostafa Karimzadeh, Florian Gerber, Torsten Braun:
  Mobile crowd location prediction with hybrid features using ensemble learning. 556-571
• 
  Vangelis Marinakis, Haris Ch. Doukas, John Tsapelas, Spyros Mouzakitis, Álvaro Sicilia, Leandro Madrazo, Sgouris P. Sgouridis:
  From big data to smart energy services: An application for intelligent energy management. 572-586
• 
  Nikos Giatrakos, Antonios Deligiannakis, Minos N. Garofalakis, Yannis Kotidis:
  Omnibus outlier detection in sensor networks using windowed locality sensitive hashing. 587-609
• 
  Marc Hüsch, Bruno U. Schyska, Lueder von Bremen:
  CorClustST - Correlation-based clustering of big spatio-temporal datasets. 610-619
• 
  Thin Nguyen, Mark E. Larsen, Bridianne O'Dea, Hung Nguyen, Duc Thanh Nguyen, John Yearwood, Dinh Quoc Phung, Svetha Venkatesh, Helen Christensen:
  Using spatiotemporal distribution of geocoded Twitter data to predict US county-level health indices. 620-628

Special Issue on Advancements in 5G Networks Security

• 
  Ta-Wei Yang, Yu-Han Ho, Cheng-Fu Chou:
  Achieving M2M-device authentication through heterogeneous information bound with USIM card. 629-637
• 
  Han Lee, Maode Ma:
  Blockchain-based mobility management for 5G. 638-646

Special issue on AI-Defined-Network

• 
  Yongnan Liu, Xin Guan, Jun Li, Di Sun, Tomoaki Ohtsuki, Mohammad Mehedi Hassan, Abdulhameed Alelaiwi:
  Evaluating smart grid renewable energy accommodation capability with uncertain generation using deep reinforcement learning. 647-657
• 
  Jing Zhang, Minhao Lou, Lin Xiang, Long Hu:
  Power cognition: Enabling intelligent energy harvesting and resource allocation for solar-powered UAVs. 658-664

Special issue on Baas-IoT-Big-Data

• 
  Kuan Fan, Zijian Bao, Mingxi Liu, Athanasios V. Vasilakos, Wenbo Shi:
  Dredas: Decentralized, reliable and efficient remote outsourced data auditing scheme with blockchain smart contract for industrial IoT. 665-674
• 
  Junchao Wang, Kaining Han, Anastasios Alexandridis, Zhiyu Chen, Zeljko Zilic, Yu Pang, Gwanggil Jeon, Francesco Piccialli:
  A blockchain-based eHealthcare system interoperating with WBANs. 675-685
• 
  Zhitao Guan, Xin Lu, Naiyu Wang, Jun Wu, Xiaojiang Du, Mohsen Guizani:
  Towards secure and efficient energy trading in IIoT-enabled energy internet: A blockchain approach. 686-695
• 
  Qin Wang, Haitao Zhao, Qianqian Wang, Haotong Cao, Gagangeet Singh Aujla, Hongbo Zhu:
  Enabling secure wireless multimedia resource pricing using consortium blockchains. 696-707
• 
  Bin Zhang, Wentao Xiao, Xi Xiao, Arun Kumar Sangaiah, Weizhe Zhang, Jiajia Zhang:
  Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes. 708-720
• 
  Sushil Kumar Singh, Shailendra Rathore, Jong Hyuk Park:
  BlockIoTIntelligence: A Blockchain-enabled Intelligent IoT Architecture with Artificial Intelligence. 721-743

Special Issue on Big Data Analytics and Artificial Intelligence for Cyber Crime Investigation and Prevention

• 
  Mohamed Falah Faiz, Junaid Arshad, Mamoun Alazab, Andrii Shalaginov:
  Predicting likelihood of legitimate data loss in email DLP. 744-757
• 
  Khin Nandar Win, Kenli Li, Jianguo Chen, Philippe Fournier-Viger, Keqin Li:
  Fingerprint classification and identification algorithms for criminal investigation: A survey. 758-771

Special Issue on Bio-computation in IoMT

• 
  Jun Yang, Wenjing Xiao, Huimin Lu, Ahmed Barnawi:
  Wireless high-frequency NLOS monitoring system for heart disease combined with hospital and home. 772-780
• 
  Oluwarotimi Williams Samuel, Bin Yang, Yanjuan Geng, Mojisola Grace Asogbon, Sandeep Pirbhulal, Deogratias Mzurikwao, Oluwagbenga Paul Idowu, Tunde Joseph Ogundele, Xiangxin Li, Shixiong Chen, Ganesh R. Naik, Peng Fang, Fanghai Han, Guanglin Li:
  A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. 781-794
• 
  Xu Chen, Jianjun Li, Yanchao Zhang, Yu Lu, Shaoyu Liu:
  Automatic feature extraction in X-ray image based on deep learning approach for determination of bone age. 795-801
• 
  Kelvin Kian Loong Wong, Giancarlo Fortino, Derek Abbott:
  Deep learning-based cardiovascular image diagnosis: A promising challenge. 802-811

Special issue on Blockchain Mining

• 
  Hao Wang, Shenglan Ma, Hong-Ning Dai, Muhammad Imran, Tongsen Wang:
  Blockchain-based data privacy management with Nudge theory in open banking. 812-823

Special issue on C-IoT-QoS

• 
  Anitta Patience Namanya, Irfan-Ullah Awan, Jules Pagna Disso, Muhammad Younas:
  Similarity hash based scoring of portable executable files for efficient malware detection in IoT. 824-832

Special issue on Cloud App Security & Trust

• 
  Rui André Oliveira, Miquel Martínez Raga, Nuno Laranjeiro, Marco Vieira:
  An approach for benchmarking the security of web service frameworks. 833-848

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

• 
  Hui Li, Zhe Li, Sizhe Peng, Jingjing Li, Chia Emmanuel Tungom:
  Mining the frequency of time-constrained serial episodes over massive data sequences and streams. 849-863
• 
  Teodoro Eduardo Macias-Escobar, Laura Cruz Reyes, Héctor J. Fraire H., Bernabé Dorronsoro:
  Plane Separation: A method to solve dynamic multi-objective optimization problems with incorporated preferences. 864-875
• 
  Francisco Luna, Pablo H. Zapata-Cano, Juan C. Gonzalez-Macias, Juan F. Valenzuela-Valdés:
  Approaching the cell switch-off problem in 5G ultra-dense networks with dynamic multi-objective optimization. 876-891

Special issue on Cybersecurity & privacy

• 
  Ao Lei, Yue Cao, Shihan Bao, Dasen Li, Philip Michael Asuquo, Haitham S. Cruickshank, Zhili Sun:
  A blockchain based certificate revocation scheme for vehicular communication systems. 892-903

Special Issue on Data Exploration

• 
  Paolo Mengoni, Alfredo Milani, Valentina Poggioni, Yuanxi Li:
  Community elicitation from co-occurrence of activities. 904-917
• 
  Fabio R. Gallo, Gerardo I. Simari, Maria Vanina Martinez, Marcelo A. Falappa:
  Predicting user reactions to Twitter feed content based on personality type and social cues. 918-930
• 
  Fabio Persia, Giovanni Pilato, Mouzhi Ge, Paolo Bolzoni, Daniela D'Auria, Sven Helmer:
  Improving orienteering-based tourist trip planning with social sensing. 931-945
• 
  Ben De Meester, Tom Seymoens, Anastasia Dimou, Ruben Verborgh:
  Implementation-independent function reuse. 946-959

Special Issue on Data Science in Social Media

• 
  Ángel Panizo-LLedot, Gema Bello Orgaz, David Camacho:
  A Multi-Objective Genetic Algorithm for detecting dynamic communities using a local search driven immigrant's scheme. 960-975
• 
  Senaka Fernando, Julio Amador Díaz López, Ovidiu Serban, Juan Gómez-Romero, Miguel Molina-Solana, Yike Guo:
  Towards a large-scale twitter observatory for political events. 976-983
• 
  Mattia Atzeni, Diego Reforgiato Recupero:
  Multi-domain sentiment analysis with mimicked and polarized word embeddings for human-robot interaction. 984-999
• 
  Flor Miriam Plaza del Arco, María Teresa Martín Valdivia, Luis Alfonso Ureña López, Ruslan Mitkov:
  Improved emotion recognition in Spanish social media through incorporation of lexical knowledge. 1000-1008

Regular papers

• 
  Alessio Netti, Zeynep Kiziltan, Özalp Babaoglu, Alina Sîrbu, Andrea Bartolini, Andrea Borghesi:
  A machine learning approach to online fault classification in HPC systems. 1009-1022
• 
  Feiyun Xiao, Decai Yang, Zhongming Lv, Xiaohui Guo, Zhengshi Liu, Yong Wang:
  Classification of hand movements using variational mode decomposition and composite permutation entropy index with surface electromyogram signals. 1023-1036
• 
  José Puche, Salvador Petit, María Engracia Gómez, Julio Sahuquillo:
  An efficient cache flat storage organization for multithreaded workloads for low power processors. 1037-1054
• 
  Patrick Seeling:
  WWW Retrieval Handling Optimization wρ3: A metric for webpage timeout setting performance evaluation and comparison. 1055-1066
• 
  Vivek Singh Bawa, Vinay Kumar:
  Mutually independent feature flow: An approach to produce fixed complexity latent space for improved performance and decreased parameter count. 1067-1078
• 
  Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab:
  BigTrustScheduling: Trust-aware big data task scheduling approach in cloud computing environments. 1079-1097
• 
  Pegah Gazori, Dadmehr Rahbari, Mohsen Nickray:
  Saving time and cost on the scheduling of fog-based IoT applications using deep reinforcement learning approach. 1098-1115
• 
  Minh-Thuyen Thi, Jean-Marc Pierson, Georges Da Costa, Patricia Stolf, Jean-Marc Nicod, Gustavo Rostirolla, Marwa Haddad:
  Negotiation game for joint IT and energy management in green datacenters. 1116-1138
• 
  Tribikram Pradhan, Sukomal Pal:
  A hybrid personalized scholarly venue recommender system integrating social network analysis and contextual similarity. 1139-1166