Software - Practice and Experience, Volume 51

Volume 51, Number 1, January 2021

Special Issue: Golden Jubilee Year of the Software Journal: Celebrating its Vision, Ground-breaking Contributions and Impact
Editorial

• 
  Rajkumar Buyya:
  Golden Jubilee Year of the Software Journal: Celebrating its Vision, Ground-breaking Contributions and Impact. 3-4

Research Articles

• 
  Houssem Daoud, Michel R. Dagenais:
  Performance analysis of distributed storage clusters based on kernel and userspace traces. 5-24
• 
  Antonio De Iasio, Eugenio Zimeo:
  A framework for microservices synchronization. 25-45
• 
  Pierangelo di Sanzo, Dimiter R. Avresky, Alessandro Pellegrini:
  Autonomic rejuvenation of cloud applications as a countermeasure to software anomalies. 46-71
• 
  Adam Thor Thorgeirsson, Moritz Vaillant, Stefan Scheubner, Frank Gauterin:
  Evaluating system architectures for driving range estimation and charge planning for electric vehicles. 72-90
• 
  Ameni Kallel, Molka Rekik, Mahdi Khemakhem:
  IoT-fog-cloud based architecture for smart systems: Prototypes of autism and COVID-19 monitoring systems. 91-116

Extended Conference Papers

• 
  Kumseok Jung, Julien Gascon-Samson, Shivanshu Goyal, Armin Rezaiean-Asel, Karthik Pattabiraman:
  ThingsMigrate: Platform-independent migration of stateful JavaScript Internet of Things applications. 117-155

Volume 51, Number 2, February 2021

Research Articles

• 
  Angelo Borsotti, Ulya Trofimovich:
  Efficient POSIX submatch extraction on nondeterministic finite automata. 159-192
• 
  Juan García-Rois, Pablo Fondo-Ferreiro, Felipe J. Gil-Castiñeira, Francisco J. González-Castaño, David Candal-Ventureira:
  Evaluating management and orchestration impact on closed-loop orchestration delay. 193-212
• 
  Ghofrane El Haj Ahmed, Felipe J. Gil-Castiñeira, Enrique Costa-Montenegro:
  KubCG: A dynamic Kubernetes scheduler for heterogeneous clusters. 213-234
• 
  Ahmad A. Saifan, Lana Obeidat:
  Feature location enhancement based on source code augmentation with synonyms of terms. 235-259
• 
  Muhammad Shahid Iqbal, Iftikhar Ahmad, Muhammad Asif, Sun-Hee Kim, Raja Majid Mehmood:
  Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation. 260-270
• 
  Alaa Shawqi Jaber, Ali Kadhum Idrees:
  Energy-Saving Multisensor Data Sampling and Fusion with Decision-Making for Monitoring Health Risk Using WBSNs. 271-293
• 
  Junaid Akram, Ping Luo:
  SQVDT: A scalable quantitative vulnerability detection technique for source code security assessment. 294-318
• 
  André C. Hora:
  APISonar: Mining API usage examples. 319-352
• 
  Andrei Rimsa, José Nelson Amaral, Fernando M. Q. Pereira:
  Practical dynamic reconstruction of control flow graphs. 353-384
• 
  Abdul Qadeer, John S. Heidemann:
  Plumb: Efficient stream processing of multi-user pipelines. 385-408
• 
  Jevitha K. P., Swaminathan Jayaraman, Bharat Jayaraman, M. Sethumadhavan:
  Finite-state model extraction and visualization from Java program execution. 409-437
• 
  Tingting Wang, Beibei Pang, Xinxi Li, Yan Wang, Chaoqiang Huang, Jian Gong, Guangai Sun, Dong Liu:
  MyNeutronDAQ: A general program for data acquisition of neutron scattering spectrometers at China Mianyang Research Reactor and on-line data-analysis. 438-448
• 
  Mohammad Daghaghzadeh, Seyed Morteza Babamir:
  A model driven and clustering method for service identification directed by metrics. 449-484

Volume 51, Number 3, March 2021

Special Issue: Semantic eSystems: Engineering methods, techniques, and tools
Editorial

• 
  Thar Baker, Dhiya Al-Jumeily, Zakaria Maamar, Zahir Tari:
  Semantic eSystems: Engineering methods, techniques, and tools. 487-488

Special Issue Papers

• 
  N. Krishnaraj, Mohamed Elhoseny, E. Laxmi Lydia, K. Shankar, Omar Aldabbas:
  An efficient radix trie-based semantic visual indexing model for large-scale image retrieval in cloud environment. 489-502
• 
  Ayesha Naz, Hafiz M. Asif, Tariq Umer, Shahid Ayub, Fadi Al-Turjman:
  Trilateration-based indoor localization engineering technique for visible light communication system. 503-516
• 
  Moath H. A. Jarrah, Bahaa Al-khatieb, Naseem Mahasneh, Baghdad Al-khateeb, Yaser Jararweh:
  GDBApex: A graph-based system to enable efficient transformation of enterprise infrastructures. 517-531
• 
  Muhammad Usman Sarwar, Abdul Rehman Javed, Farzana Kulsoom, Suleman Khan, Usman Tariq, Ali Kashif Bashir:
  PARCIV: Recognizing physical activities having complex interclass variations using semantic data of smartphone. 532-549
• 
  Parimala M., R. M. Swarna Priya, M. Praveen Kumar Reddy, Chiranji Lal Chowdhary, Ravi Kumar Poluru, Suleman Khan:
  Spatiotemporal-based sentiment analysis on tweets for risk assessment of event using deep learning approach. 550-570
• 
  Muhammad Zubair Asghar, Fazli Subhan, Hussain Ahmad, Wazir Zada Khan, Saqib Hakak, Thippa Reddy Gadekallu, Mamoun Alazab:
  Senti-eSystem: A sentiment-based eSystem-using hybridized fuzzy and deep neural network for measuring customer satisfaction. 571-594
• 
  Ying-Hsun Lai, Yao-Chung Chang, Chia-Wei Tsai, Chih Hsun Lin, Mu-Yen Chen:
  Data fusion analysis for attention-deficit hyperactivity disorder emotion recognition with thermal image and Internet of Things devices. 595-606
• 
  Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez:
  SafeMan: A unified framework to manage cybersecurity and safety in manufacturing industry. 607-627
• 
  Jimmy Ming-Tai Wu, Zhongcui Li, Gautam Srivastava, Meng-Hsiun Tsai, Jerry Chun-Wei Lin:
  A graph-based convolutional neural network stock price prediction with leading indicators. 628-644
• 
  Rashid Abbasi, Ali Kashif Bashir, Jianwen Chen, Abdul Mateen, Jalil Piran, Farhan Amin, Bin Luo:
  Author classification using transfer learning and predicting stars in co-author networks. 645-669
• 
  Muneer Ahmad, Iftikhar Ahmad, Muhammad Bilal, Alireza Jolfaei, Raja Majid Mehmood:
  INSWF DNA signal analysis tool: Intelligent noise suppression window filter. 670-685

Volume 51, Number 4, April 2021

Special Issue: Introduction to the Special Issue on Software Engineering in Practice
Editorial

• 
  Judith Bishop, Kendra M. L. Cooper:
  Introduction to the Special Issue on Software Engineering in Practice. 689-690

Special Issue Papers

• 
  Marimuthu Chinnakali, Sridhar Chimalakonda, K. Chandrasekaran:
  How do open source app developers perceive API changes related to Android battery optimization? An empirical study. 691-710
• 
  Steve McKeever, Oscar Bennich-Björkman, Omar-Alfred Salah:
  Unit of measurement libraries, their popularity and suitability. 711-734
• 
  Amandeep Kaur Sandhu, Ranbir Singh Batth:
  Software reuse analytics using integrated random forest and gradient boosting machine learning algorithm. 735-747
• 
  Jonggu Kang, Duksan Ryu, Jongmoon Baik:
  Predicting just-in-time software defects to reduce post-release quality costs in the maritime industry. 748-771
• 
  Nathan Chong, Byron Cook, Jonathan Eidelman, Konstantinos Kallas, Kareem Khazem, Felipe R. Monteiro, Daniel Schwartz-Narbonne, Serdar Tasiran, Michael Tautschnig, Mark R. Tuttle:
  Code-level model checking in the software development workflow at Amazon Web Services. 772-797
• 
  Verena Geist, Michael Moser, Josef Pichler, Rodolfo Santos, Volkmar Wieser:
  Leveraging machine learning for software redocumentation - A comprehensive comparison of methods in practice. 798-823
• 
  Rafael Z. Frantz, Rafael Corchuelo, Vitor Basto-Fernandes, Fernando Rosa-Sequeira, Fabricia Roos-Frantz, José Luis Arjona:
  A cloud-based integration platform for enterprise application integration: A Model-Driven Engineering approach. 824-847

Volume 51, Number 5, May 2021

Featured Cover

• 
  Qinghua Lu, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu, Ross Jeffery:
  Featured Cover. i

Survey Paper

• 
  Behrouz Zolfaghari, Reza M. Parizi, Gautam Srivastava, Yoseph Hailemariam:
  Root causing, detecting, and fixing flaky tests: State of the art and future roadmap. 851-867

Experience Report

• 
  Élisson da Silva Rocha, Leylane Silva, Guto Leoni Santos, Diego de Freitas Bezerra, André L. C. Moreira, Glauco Estácio Gonçalves, Maria Valéria Marquezini, Amardeep Mehta, Mattias Wildeman, Judith Kelner, Djamel Sadok, Patricia Takako Endo:
  Aggregating data center measurements for availability analysis. 868-892

Research Articles

• 
  Khaled Alwasel, Rodrigo N. Calheiros, Saurabh Garg, Rajkumar Buyya, Mukaddim Pathan, Dimitrios Georgakopoulos, Rajiv Ranjan:
  BigDataSDNSim: A simulator for analyzing big data applications in software-defined cloud data centers. 893-920
• 
  Giulio Ermanno Pibiri, Rossano Venturini:
  Practical trade-offs for the prefix-sum problem. 921-949
• 
  John Keiser, Daniel Lemire:
  Validating UTF-8 in less than one instruction per byte. 950-964
• 
  Timo Bingmann, Jasper Marianczuk, Peter Sanders:
  Engineering faster sorters for small sets of items. 965-1004
• 
  Thierry Delisle, Peter A. Buhr:
  Advanced control-flow and concurrency in C∀. 1005-1042
• 
  Minwoo Ahn, Donghyun Kim, Taekeun Nam, Jinkyu Jeong:
  SCOZ: A system-wide causal profiler for multicore systems. 1043-1058
• 
  Qinghua Lu, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu, Ross Jeffery:
  Integrated model-driven engineering of blockchain applications for business processes and asset management. 1059-1079
• 
  Richen Liu, Xiaodong Wen, Meng Jiang, Guang Yang, Chuyu Zhang, Xiaojian Chen:
  Multiuser collaborative illustration and visualization for volumetric scientific data. 1080-1096
• 
  Masoumeh Ayoubi, Mohammadreza Ramezanpour, Reihaneh Khorsand:
  An autonomous IoT service placement methodology in fog computing. 1097-1120
• 
  Hiba Alsghaier, Mohammed Akour:
  Software fault prediction using Whale algorithm with genetics algorithm. 1121-1146
• 
  Maryam Mozaffari, Eslam Nazemi, Amir-Masoud Eftekhari-Moghadam:
  CONST: Continuous online NoSQL schema tuning. 1147-1169

Volume 51, Number 6, June 2021

Research Articles

• 
  Daricélio Moreira Soares, Manoel Limeira de Lima Júnior, Leonardo Murta, Alexandre Plastino:
  What factors influence the lifetime of pull requests? 1173-1193
• 
  Adriano Vogel, Dalvan Griebler, Luiz Gustavo Fernandes:
  Providing high-level self-adaptive abstractions for stream parallelism on multicores. 1194-1217
• 
  Mahsa Faraji Shoyari, Ehsan Ataie, Reza Entezari-Maleki, Ali Movaghar:
  Availability modeling in redundant OpenStack private clouds. 1218-1241
• 
  Periyasami Karthikeyan:
  An efficient load balancing using seven stone game optimization in cloud computing. 1242-1258
• 
  Velagapudi Sreenivas, Varsha Namdeo, Eda Vijay Kumar:
  Modified deep belief network based human emotion recognition with multiscale features from video sequences. 1259-1279
• 
  Augusto Flávio A. A. Freire, Américo Falcone Sampaio, Luis Heustakio L. Carvalho, Otávio Medeiros, Nabor C. Mendonça:
  Migrating production monolithic systems to microservices using aspect oriented programming. 1280-1307
• 
  Rahad Khandoker, Omar Badreddin, Sayed Mohsin Reza:
  The human in model-driven engineering loop: A case study on integrating handwritten code in model-driven engineering repositories. 1308-1321
• 
  Robbert Gurdeep Singh, Christophe Scholliers:
  GraphRedex: Look at your research. 1322-1351
• 
  Negin Najafizadegan, Eslam Nazemi, Vahid Khajehvand:
  An autonomous model for self-optimizing virtual machine selection by learning automata in cloud environment. 1352-1386
• 
  Patrícia Araújo de Oliveira, Francisco Durán, Ernesto Pimentel:
  A procedural and flexible approach for specification, modeling, definition, and analysis for self-adaptive systems. 1387-1415

Survey Paper

• 
  Bilal Mehboob, Chun Yong Chong, Sai Peck Lee, Joanne Mun-Yee Lim:
  Reusability affecting factors and software metrics for reusability: A systematic literature review. 1416-1458

Experience Reports

• 
  Alessandro Sotgiu, Cinzia De Donato, Claudio Fornaro, Sandro Tassa, Marco Scannavini, Dario Iannaccio, Giovanni Ambrosi, Simona Bartocci, Laurent Basara, Roberto Battiston, William J. Burger, Donatella Campana, Luca Carfora, Guido Castellini, Piero Cipollone, Livio Conti, Andrea Contin, Fulvio De Persio, Cristian De Santis, Francesco M. Follega, Cristina Guandalini, Maria Ionica, Roberto Iuppa, Giuliano Laurenti, Ignazio Lazzizzera, Mauro Lolli, Christian Manea, Matteo Martucci, Giuseppe Masciantonio, Matteo Mergé, Giuseppe Osteria, Lorenzo Pacini, Francesco Palma, Federico Palmonari, Beatrice Panico, Alexandra Parmentier, Francesco Perfetto, Piergiorgio Picozza, Mirko Piersanti, Michele Pozzato, Matteo Puel, Irina Rashevskaya, Ester Ricci, Marco Ricci, Sergio Bruno Ricciarini, Valentina Scotti, Roberta Sparvoli, Bruno Spataro, Vincenzo Vitale, Simona Zoffoli, Paolo Zuccon:
  Control and data acquisition software of the high-energy particle detector on board the China Seismo-Electromagnetic Satellite space mission. 1459-1480

Volume 51, Number 7, July 2021

Survey Paper

• 
  Fangwei Chen, Li Zhang, Xiaoli Lian:
  A systematic gray literature review: The technologies and concerns of microservice application programming interfaces. 1483-1508

Research Articles

• 
  (Withdrawn) An unmanned aerial vehicles navigation system on the basis of pattern recognition applications - Review of implementation options and prospects for development. 1509-1517
• 
  Mahmood Yousefi-Azar, Vijay Varadharajan, Len Hamey, Shiping Chen:
  Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection. 1518-1539
• 
  Deepsubhra Guha Roy, Satish Narayana Srirama:
  A Blockchain-based Cyber Attack Detection Scheme for Decentralized Internet of Things using Software-Defined Network. 1540-1556
• 
  Vincent Bracke, Merlijn Sebrechts, Bart Moons, Jeroen Hoebeke, Filip De Turck, Bruno Volckaert:
  Design and evaluation of a scalable Internet of Things backend for smart ports. 1557-1579
• 
  Szymon Grabowski, Tomasz Marek Kowalski:
  Algorithms for all-pairs Hamming distance based similarity. 1580-1590

Extended Conference Papers

• 
  Jacopo Soldani, Giuseppe Muntoni, Davide Neri, Antonio Brogi:
  The μTOSCA toolchain: Mining, analyzing, and refactoring microservice-based architectures. 1591-1621
• 
  Alexandre de Limas Santana, Vinicius Freitas, Márcio Castro, Laércio Lima Pilla, Jean-François Méhaut:
  ARTful: A model for user-defined schedulers targeting multiple high-performance computing runtime systems. 1622-1638

Volume 51, Number 8, August 2021

Research Articles

• 
  Cristo Rodríguez, Kelly Garcés, Jordi Cabot, Rubby Casallas, Fabián Melo, Daniel Escobar, Alejandro Salamanca:
  Model-based assisted migration of oracle forms applications: The overall process in an industrial setting. 1641-1675
• 
  Rong Gu, Zhixiang Zhang, Zhihao Xu, Zhaokang Wang, Kai Zhang, Chunfeng Yuan, Yihua Huang:
  Alchemy: Distributed financial quantitative analysis system with high-level programming model. 1676-1699
• 
  Daniel Lemire:
  Number parsing at a gigabyte per second. 1700-1727
• 
  Akhila Sri Manasa Venigalla, Sridhar Chimalakonda:
  On the comprehension of application programming interface usability in game engines. 1728-1744
• 
  Mahboubeh Salimian, Mostafa Ghobaei-Arani, Ali Shahidinejad:
  Toward an autonomic approach for Internet of Things service placement using gray wolf optimization in the fog computing environment. 1745-1772
• 
  Truong-An Pham, Junjue Wang, Roger Iyengar, Yu Xiao, Padmanabhan Pillai, Roberta L. Klatzky, Mahadev Satyanarayanan:
  Ajalon: Simplifying the authoring of wearable cognitive assistants. 1773-1797
• 
  Tobias Pfandzelter, Jonathan Hasenburg, David Bermbach:
  From zero to fog: Efficient engineering of fog-based Internet of Things applications. 1798-1821
• 
  Camilo Mendoza, José Bocanegra, Kelly Garcés, Rubby Casallas:
  Architecture violations detection and visualization in the continuous integration pipeline. 1822-1845

Volume 51, Number 9, September 2021

Special Issue: Elastic Computing from Edge to the Cloud Environments
Editorial

• 
  Shashikant Ilager, Vlado Stankovski, Shrideep Pallickara, Rajkumar Buyya:
  Special issue: Elastic computing from edge to the cloud environments. 1849-1851

Special Issue Papers

• 
  Michael Zhang, Chandra Krintz, Rich Wolski:
  Edge-adaptable serverless acceleration for machine learning Internet of Things applications. 1852-1867
• 
  Zhenli He, Kenli Li, Keqin Li, Wei Zhou:
  Server configuration optimization in mobile edge computing: A cost-performance tradeoff perspective. 1868-1895
• 
  Saif Ur Rehman Malik, Hina Akram, Sukhpal Singh Gill, Haris Pervaiz, Hassan Malik:
  EFFORT: Energy efficient framework for offload communication in mobile cloud computing. 1896-1909
• 
  Sergio Laso, Javier Berrocal, José García-Alonso, Carlos Canal, Juan Manuel Murillo:
  Human microservices: A framework for turning humans into service providers. 1910-1935
• 
  Anshul Jindal, Michael Gerndt, Mohak Chadha, Vladimir Podolskiy, Pengfei Chen:
  Function delivery network: Extending serverless computing for heterogeneous platforms. 1936-1963
• 
  Ramão Tiago Tiburski, Carlos Roberto Moratelli, Sergio Johann Filho, Everton de Matos, Fabiano Hessel:
  A lightweight virtualization model to enable edge computing in deeply embedded systems. 1964-1981

Volume 51, Number 10, October 2021

Special Issue: Blockchain and Decentralized Applications
Editorial

• 
  Zibin Zheng, Shangguang Wang, Rodrigo N. Calheiros:
  Guest Editorial: Special issue on blockchain and decentralized applications. 1985-1986

Special Issue Papers

• 
  Xiang Fu, Huaimin Wang, Peichang Shi, Xue Ouyang, Xunhui Zhang:
  Jointgraph: A DAG-based efficient consensus algorithm for consortium blockchains. 1987-1999
• 
  Alexandra Rivero-García, Iván Santos-González, Candelaria Hernández-Goya, Pino Caballero-Gil:
  Using blockchain in the follow-up of emergency situations related to events. 2000-2014
• 
  Xiaolong Xu, Yi Chen, Xuyun Zhang, Qingxiang Liu, Xihua Liu, Lianyong Qi:
  A blockchain-based computation offloading method for edge computing in 5G networks. 2015-2032
• 
  Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu:
  A first look at blockchain-based decentralized applications. 2033-2050
• 
  Peichang Shi, Huaimin Wang, Shangzhi Yang, Chang Chen, Wentao Yang:
  Blockchain-based trusted data sharing among trusted stakeholders in IoT. 2051-2064
• 
  Ning Lu, Bin Wang, Yongxin Zhang, Wenbo Shi, Christian Esposito:
  NeuCheck: A more practical Ethereum smart contract security analysis tool. 2065-2084
• 
  Ao Zhou, Qibo Sun, Jinglin Li:
  BCEdge: Blockchain-based resource management in D2D-assisted mobile edge computing. 2085-2102

Volume 51, Number 11, November 2021

Special Issue: Software and Hardware Co-Design for Sustainable Cyber-Physical Systems
Editorial

• 
  Junlong Zhou, Angeliki Kritikakou, Dakai Zhu, Jose L. Martinez Lastra, Shiyan Hu:
  Software and hardware co-design for sustainable cyber-physical systems. 2105-2107

Special Issue Papers

• 
  Yong Xie, Yu Zhou, Jing Xu, Jian Zhou, Xiaobai Chen, Fu Xiao:
  Cybersecurity protection on in-vehicle networks for distributed automotive cyber-physical systems: State-of-the-art and future challenges. 2108-2127
• 
  Yanrui Jin, Qiang Feng, Xiping Zhang, Peili Lu, Jiaqi Shen, Yihui Tu, Zhiquan Wu:
  Deep domain adversarial residual neural network for sustainable wind turbine cyber-physical system fault diagnosis. 2128-2142
• 
  Juan Zhao, Min Zhu, Xiaoyong Li, Zhenyu Huang, Jincai Li, Junqiang Song:
  Solving Boolean polynomial systems by parallelizing characteristic set method for cyber-physical systems. 2143-2167
• 
  Lei Sun, Yanfeng Chen, Wenlong Li, Qingxu Deng:
  Charging stations-oriented electric vehicle charging strategy based on battery characteristics. 2168-2184
• 
  Ling Xiao, Yu Meng, Xiaobing Tian, Haibo Luo:
  Energy allocation for activity recognition in wearable devices with kinetic energy harvesting. 2185-2202
• 
  Jinyu Zhan, Xingzhi Zhou, Wei Jiang:
  Field programmable gate array-based all-layer accelerator with quantization neural networks for sustainable cyber-physical systems. 2203-2224
• 
  Kun Cao, Tongquan Wei, Mingsong Chen, Keqin Li, Jian Weng, Wuzheng Tan:
  Exploring reliable edge-cloud computing for service latency optimization in sustainable cyber-physical systems. 2225-2237
• 
  Jian Zhou, Haoming Wang, Fu Xiao, Xiaoyong Yan, Lijuan Sun:
  Network traffic prediction method based on echo state network with adaptive reservoir. 2238-2251
• 
  Liang Ai, Yuhui Deng, Yi Zhou, Hao Feng:
  RUE: A caching method for identifying and managing hot data by leveraging resource utilization efficiency. 2252-2273
• 
  Kehua Guo, Nan Li, Jian Kang, Jian Zhang:
  Towards efficient federated learning-based scheme in medical cyber-physical systems for distributed data. 2274-2289
• 
  Zhijin Wang, Yaohui Huang, Bingyan He:
  Dual-grained representation for hand, foot, and mouth disease prediction within public health cyber-physical systems. 2290-2305
• 
  Pingfu Xie, Yunlong Wang, Bo He, Guoqi Xie:
  AutoToolVCC: Variable consistency check tool for automotive software projects. 2306-2316
• 
  Wenjing Jiang, Zichen Xu, Cuiying Gao, Jingyun Gu, Yuhao Wang:
  Cost risk analysis for instance recommendation in a sustainable Cloud-cyber-physical system framework. 2317-2336
• 
  Wenwen Gong, Chao Lv, Yucong Duan, Zengguang Liu, Mohammad Reza Khosravi, Lianyong Qi, Wanchun Dou:
  Keywords-driven web APIs group recommendation for automatic app service creation process. 2337-2354

Volume 51, Number 12, December 2021

Special Issue: Resource management of IoT edge devices: Challenges, techniques, and solutions
Editorial

• 
  Neeraj Kumar, Anish Jindal, Massimo Villari, Satish Narayana Srirama:
  Resource management of IoT edge devices: Challenges, techniques, and solutions. 2357-2359

Special Issue Papers

• 
  Osama Amir Khan, Saif Ur Rehman Malik, Faizan M. Baig, Saif ul Islam, Haris Pervaiz, Hassan Malik, Syed Hassan Ahmed:
  A cache-based approach toward improved scheduling in fog computing. 2360-2372
• 
  Bhupesh Kumar Dewangan, Amit Agarwal, Tanupriya Choudhury, Ashutosh Pasricha, Suresh Chandra Satapathy:
  Extensive review of cloud resource management techniques in industry 4.0: Issue and challenges. 2373-2392
• 
  Muhammad Ibrahim, Naveed Khan Baloch, Sheraz Anjum, Yousaf Bin Zikria, Sung Won Kim:
  An energy efficient and low overhead fault mitigation technique for internet of thing edge devices reliable on-chip communication. 2393-2410
• 
  Nasreen Nasar, Sumati Ray, Saiyed Umer, Hari Mohan Pandey:
  Design and data analytics of electronic human resource management activities through Internet of Things in an organization. 2411-2427
• 
  Vikas Hassija, Vikas Saxena, Vinay Chamola:
  A mobile data offloading framework based on a combination of blockchain and virtual voting. 2428-2445
• 
  Zhihan Lv:
  Security of Internet of Things edge devices. 2446-2456
• 
  Venki Balasubramanian, Alireza Jolfaei:
  A scalable framework for healthcare monitoring application using the Internet of Medical Things. 2457-2468
• 
  Umesh Bodkhe, Sudeep Tanwar:
  Secure data dissemination techniques for IoT applications: Research challenges and opportunities. 2469-2491
• 
  Germanno Teles, Joel J. P. C. Rodrigues, Ricardo A. L. Rabêlo, Sergei A. Kozlov:
  Comparative study of support vector machines and random forests machine learning algorithms on credit operation. 2492-2500
• 
  Haitao Zhao, Yinyang Zhu, Jiawen Tang, Zhe Han, Gagangeet Singh Aujla:
  Message-sensing classified transmission scheme based on mobile edge computing in the Internet of Vehicles. 2501-2518
• 
  Saeed Javanmardi, Mohammad Shojafar, Valerio Persico, Antonio Pescapè:
  FPFTS: A joint fuzzy particle swarm optimization mobility-aware approach to fog task scheduling algorithm for Internet of Things devices. 2519-2539
• 
  Jie Zhang, Xiang Li, Xuyun Zhang, Yuan Xue, Gautam Srivastava, Wanchun Dou:
  Service offloading oriented edge server placement in smart farming. 2540-2557
• 
  Celestine Iwendi, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu, Kuruva Lakshmanna, Ali Kashif Bashir, Md. Jalil Piran:
  A metaheuristic optimization approach for energy efficiency in the IoT networks. 2558-2571