Software - Practice and Experience, Volume 52

Volume 52, Number 1, January 2022

Editorial

• 
  Satish Narayana Srirama, Rajkumar Buyya:
  Post golden jubilee year of the software journal: New research trends and strengthening advisory editorial team. 3-4

Survey Papers

• 
  William Filisbino Passini, Cristiane Aparecida Lana, Vinicius Pfeifer, Frank José Affonso:
  Design of frameworks for self-adaptive service-oriented applications: A systematic analysis. 5-38
• 
  Yasir Mahmood, Nazri Kama, Azri Azmi, Ahmad Salman Khan, Mazlan Ali:
  Software effort estimation accuracy prediction of machine learning techniques: A systematic performance evaluation. 39-65
• 
  Sukhpal Singh Gill, Adarsh Kumar, Harvinder Singh, Manmeet Singh, Kamalpreet Kaur, Muhammad Usman, Rajkumar Buyya:
  Quantum computing: A taxonomy, systematic review and future directions. 66-114

Research Articles

• 
  Yongkai Fan, Xiaodong Lin, Wei Liang, Jinghan Wang, Gang Tan, Xia Lei, Jing Lei:
  TraceChain: A blockchain-based scheme to protect data confidentiality and traceability. 115-129
• 
  Xiaoyan Zhu, Chenyu Yan, E. James Whitehead Jr., Binbin Niu, Lei Zhu, Long Pan:
  Just-in-time defect prediction for software hunks. 130-153
• 
  Ami Marowka:
  Reformulation of the performance portability metric. 154-171
• 
  Harry McCarthy, Abigail M. Y. Koay, Michael Dawson, Kenneth B. Kent, Panos Patros:
  Benchmarking and learning garbage collection delays for resource-restricted graphical user interfaces. 172-193
• 
  Rahmat Zolfaghari, Amir Sahafi, Amir Masoud Rahmani, Reza Rezaei:
  An energy-aware virtual machines consolidation method for cloud computing: Simulation and verification. 194-235
• 
  Huaxiao Liu, Mengxi Zhang, Lei Liu, Zhou Liu:
  A method to acquire cross-domain requirements based on Syntax Direct Technique. 236-253
• 
  Allan Jenose Wilson, Aravindhan Sarojini Radhamani:
  Real time flood disaster monitoring based on energy efficient ensemble clustering mechanism in wireless sensor network. 254-276
• 
  Mahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei:
  Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification. 277-295
• 
  Sachini Jayasekara, Shanika Karunasekera, Aaron Harwood:
  Optimizing checkpoint-based fault-tolerance in distributed stream processing systems: Theory to practice. 296-315

Volume 52, Number 2, February 2022

Experience Report

• 
  Lynn Robert Carter:
  Climbing out of a software black hole. 319-336

Research Articles

• 
  Song Wu, Zhiheng Tao, Hao Fan, Zhuo Huang, Xinmin Zhang, Hai Jin, Chen Yu, Chun Cao:
  Container lifecycle-aware scheduling for serverless computing. 337-352
• 
  Zongwei Li, Dan Feng, Yuchong Hu, Mengting Lu:
  SPOPB: Reducing solid state drive write traffic for flash-based key-value caching. 353-373
• 
  Hanhua Chen, Jie Yuan, Hai Jin, Yonghui Wang, Sijie Wu, Zhihao Jiang:
  RGraph: Asynchronous graph processing based on asymmetry of remote direct memory access. 374-393
• 
  Minxian Xu, Qiheng Zhou, Huaming Wu, Weiwei Lin, Kejiang Ye, Chengzhong Xu:
  PDMA: Probabilistic service migration approach for delay-aware and mobility-aware mobile edge computing. 394-414
• 
  Tomaz Turk:
  SDFunc: Modular spreadsheet design with sheet-defined functions in Microsoft Excel. 415-426
• 
  Jerico Moeyersons, Sarah Kerkhove, Tim Wauters, Filip De Turck, Bruno Volckaert:
  Towards cloud-based unobtrusive monitoring in remote multi-vendor environments. 427-442
• 
  Guy L. Steele Jr., Sebastiano Vigna:
  Computationally easy, spectrally good multipliers for congruential pseudorandom number generators. 443-458
• 
  Satheesh Kumar Marimuthu, Srinivasagan Kalampatti Gopalasamy, Jalel Ben-Othman:
  Intelligent antiphishing framework to detect phishing scam: A hybrid classification approach. 459-481
• 
  Jaber Taghizadeh, Mostafa Ghobaei-Arani, Ali Shahidinejad:
  A metaheuristic-based data replica placement approach for data-intensive IoT applications in the fog computing environment. 482-505
• 
  Eduardo Smil Prutchi, Heleno de S. Campos Junior, Leonardo G. P. Murta:
  How the adoption of feature toggles correlates with branch merges and defects in open-source projects? 506-536
• 
  Matteo Tomei, Lorenzo Baraldi, Giuseppe Fiameni, Simone Bronzin, Rita Cucchiara:
  A computational approach for progressive architecture shrinkage in action recognition. 537-554
• 
  Daniel Lemire, Wojciech Mula:
  Transcoding billions of Unicode characters per second with SIMD instructions. 555-575
• 
  Kiran Jammalamadaka, Nikhat Parveen:
  Equivalent mutant identification using hybrid wavelet convolutional rain optimization. 576-593

Extended Conference Paper

• 
  Roberto Bufano, Gennaro Costagliola, Mattia De Rosa, Vittorio Fuccella:
  PolyRec Gesture Design Tool: A tool for fast prototyping of gesture-based mobile applications. 594-618

Survey Paper

• 
  Alexandra Poulos, Sally A. McKee, Jon C. Calhoun:
  Posits and the state of numerical representations in the age of exascale and edge computing. 619-635

Volume 52, Number 3, March 2022

Special Issue: Big Data Analytics in Industry 4.0 Ecosystems
Editorial

• 
  Gagangeet Singh Aujla, Radu Prodan, Danda B. Rawat:
  Big data analytics in Industry 4.0 ecosystems. 639-641

Special Issue Papers

• 
  N. Balaji, S. Lakshmi, M. Anand, M. Anbarasan, P. Mathiyalagan:
  An efficient scheme for secure feature location using data fusion and data mining in internet of things environment. 642-657
• 
  Prateek Chhikara, Nikhil Jain, Rajkumar Tekchandani, Neeraj Kumar:
  Data dimensionality reduction techniques for Industry 4.0: Research results, challenges, and future research directions. 658-688
• 
  Avinash Kaur, Parminder Singh, Ranbir Singh Batth, Chee Peng Lim:
  Deep-Q learning-based heterogeneous earliest finish time scheduling algorithm for scientific workflows in cloud. 689-709
• 
  Peiying Zhang, Chao Wang, Zeyu Qin, Haotong Cao:
  A multidomain virtual network embedding algorithm based on multiobjective optimization for Internet of Drones architecture in Industry 4.0. 710-728
• 
  Akash Sinha, Gulshan Shrivastava, Prabhat Kumar, Deepak Gupta:
  A community-based hierarchical user authentication scheme for Industry 4.0. 729-743
• 
  Dharminder Dharminder, Dheerendra Mishra, Joel J. P. C. Rodrigues, Ricardo de A. L. Rabelo, Kashif Saleem:
  PSSCC: Provably secure communication framework for crowdsourced industrial Internet of Things environments. 744-755
• 
  Zhaoquan Gu, Yan Zhu, Yuexuan Wang, Xiaojiang Du, Mohsen Guizani, Zhihong Tian:
  Applying artificial bee colony algorithm to the multidepot vehicle routing problem. 756-771
• 
  Julius Sechang Mboli, Dhavalkumar Thakker, Jyoti Laxmi Mishra:
  An Internet of Things-enabled decision support system for circular economy business model. 772-787
• 
  Amir Javed, Mike Lakoju, Pete Burnap, Omer F. Rana:
  Security analytics for real-time forecasting of cyberattacks. 788-804
• 
  Prabhjot Kaur Chahal, Shreelekha Pandey:
  An efficient Hadoop-based brain tumor detection framework using big data analytic. 805-818

Volume 52, Number 4, April 2022

Special Issue: Innovative software systems for managing the impact of the COVID-19 pandemic
Editorial

• 
  Sukhpal Singh Gill, Ricardo Vinuesa, Venki Balasubramanian, Soumya K. Ghosh:
  Innovative software systems for managing the impact of the COVID-19 pandemic. 821-823

Special Issue Papers

• 
  Senthilkumar Mohan, John A, Ahed Abugabah, M. Adimoolam, Shubham Kumar Singh, Ali Kashif Bashir, Louis Sanzogni:
  An approach to forecast impact of Covid-19 using supervised machine learning model. 824-840
• 
  Amal Abid, Saoussen Cheikhrouhou, Slim Kallel, Mohamed Jmaiel:
  NovidChain: Blockchain-based privacy-preserving platform for COVID-19 test/vaccine certificates. 841-867
• 
  Ashima Singh, Amrita Kaur, Arwinder Dhillon, Sahil Ahuja, Harpreet Vohra:
  Software system to predict the infection in COVID-19 patients using deep learning and web of things. 868-886
• 
  Moinak Maiti, Darko Vukovic, Amrit Mukherjee, Pavan D. Paikarao, Janardan Krishna Yadav:
  Advanced data integration in banking, financial, and insurance software in the age of COVID-19. 887-903

Research Articles

• 
  Haisheng Yu, Heng Qi, Keqiu Li:
  A powerful software-defined cyber-physical system to expand CPS adoption. 904-916
• 
  Sui Yu, Lichen Zhang, Peng Li, Lixia Li, Bin Yan, Zhipeng Cai:
  Efficient interest-aware data dissemination in mobile opportunistic networks. 917-928
• 
  Zahra Shahpar, Vahid Khatibi Bardsiri, Amid Khatibi Bardsiri:
  An evolutionary ensemble analogy-based software effort estimation. 929-946
• 
  Fabio Ferreira, Hudson Silva Borges, Marco Túlio Valente:
  On the (un-)adoption of JavaScript front-end frameworks. 947-966
• 
  José Bocanegra, Rafael Z. Frantz, Fabricia Roos-Frantz, Fábio Paulo Basso:
  Evaluating the semantic transparency of Guaraná: A domain-specific language for enterprise application integration. 967-983
• 
  Hüseyin Ünlü, Yeliz Yesilada:
  Transcoding web pages via stylesheets and scripts for saving energy on the client. 984-1003

Survey Paper

• 
  Mainak Adhikari, Satish Narayana Srirama, Tarachand Amgoth:
  A comprehensive survey on nature-inspired algorithms and their applications in edge computing: Challenges and future directions. 1004-1034

Experience Reports

• 
  Mark C. Little, Santosh K. Shrivastava:
  The evolution of the Arjuna transaction processing system. 1035-1064
• 
  Gabriele Pozzan, Tullio Vardanega:
  Rafting multiplayer video games. 1065-1091

Volume 52, Number 5, May 2022

Research Articles

• 
  Matteo Zini, Giorgiomaria Cicero, Daniel Casini, Alessandro Biondi:
  Profiling and controlling I/O-related memory contention in COTS heterogeneous platforms. 1095-1113
• 
  Xiaohua Yin, Zhiqiu Huang, Shuanglong Kan, Guohua Shen, Zhe Chen, Yang Liu, Fei Wang:
  SafeOSL: Ensuring memory safety of C via ownership-based intermediate language. 1114-1142
• 
  David Bermbach, Jonathan Bader, Jonathan Hasenburg, Tobias Pfandzelter, Lauritz Thamsen:
  AuctionWhisk: Using an auction-inspired approach for function placement in serverless fog platforms. 1143-1169
• 
  Sreekrishnan Venkateswaran, Adwait Bauskar, Santonu Sarkar:
  Architecture of a time-sensitive provisioning system for cloud-native software. 1170-1198
• 
  Jing He, Jun Zhou, Haoyu Wang, Li Cai:
  DACA: Distributed adaptive grid decision graph based clustering algorithm. 1199-1215
• 
  Javad Ahmadi, Abolfazl Toroghi Haghighat, Amir Masoud Rahmani, Reza Ravanmehr:
  A flexible approach for virtual machine selection in cloud data centers with AHP. 1216-1241
• 
  Linfeng Liu, Houqian Zhang, Jiagao Wu, Jia Xu:
  Message piece dissemination approach for opportunistic underwater sensor network invaded by underwater spy-robots. 1242-1261
• 
  Hameeza Ahmed, Muhammad Ali Ismail:
  Toward a novel engine for compiler optimization space exploration of big data workloads. 1262-1293

Short Communications

• 
  Alexandre R. S. Correia, Juliano Manabu Iyoda, Alexandre Cabral Mota:
  The effect of distance metrics in a general purpose synthesizer: An empirical study on integer domain imperative programs. 1294-1304
• 
  Lex A. Bijlsma, Arjan J. F. Kok, Harrie J. M. Passier, Harold J. Pootjes, Sylvia Stuurman:
  Evaluation of design pattern alternatives in Java. 1305-1315

Volume 52, Number 6, June 2022

Research Articles

• 
  Zhaoyun Chen:
  RIFLING: A reinforcement learning-based GPU scheduler for deep learning research and development platforms. 1319-1336
• 
  Jalil Nourisa, Berit Zeller-Plumhoff, Regine Willumeit-Römer:
  CppyABM: An open-source agent-based modeling library to integrate C++ and Python. 1337-1351
• 
  Rubing Huang, Dave Towey, Yinyin Xu, Yunan Zhou, Ning Yang:
  Dissimilarity-based test case prioritization through data fusion. 1352-1377
• 
  Sara Hassan, Rami Bahsoon, Rajkumar Buyya:
  Systematic scalability analysis for microservices granularity adaptation design decisions. 1378-1401
• 
  Shaoyang Zhang, Lian Wen, Sajid Anwer, Baoxing Liu:
  Using composition trees to matching software requirements - An external agency's approach to support software acquisition. 1402-1425
• 
  Mamdouh Alenezi, Hamid Abdul Basit, Maham Anwar Beg, Muhammad Saad Shaukat:
  Synthesizing secure software development activities for linear and agile lifecycle models. 1426-1453
• 
  Vladimir Yussupov, Jacopo Soldani, Uwe Breitenbücher, Frank Leymann:
  Standards-based modeling and deployment of serverless function orchestrations using BPMN and TOSCA. 1454-1495
• 
  Milos Cuculovic, Frédéric Fondement, Maxime Devanne, Jonathan Weber, Michel Hassenforder:
  Semantics to the rescue of document-based XML diff: A JATS case study. 1496-1516

Experience Report

• 
  Jose Luis Hevia, Guido Peterssen, Mario Piattini:
  QuantumPath: A quantum software development platform. 1517-1530

Short Communication

• 
  Ivar Jacobson, Jeff Sutherland, Brian Kerr, Barbora Buhnova:
  Better Scrum through Essence. 1531-1540

Volume 52, Number 7, July 2022

Experience Report

• 
  Mathijs T. W. Schuts, Rodin T. A. Aarssen, Paul M. Tielemans, Jurgen J. Vinju:
  Large-scale semi-automated migration of legacy C/C++ test code. 1543-1580

Research Articles

• 
  Carlos Camacho, Pablo C. Cañizares, Luis Llana, Alberto Núñez:
  Chaos as a Software Product Line - A platform for improving open hybrid-cloud systems resiliency. 1581-1614
• 
  Jaydeep Das, Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya:
  RESCUE: Enabling green healthcare services using integrated IoT-edge-fog-cloud computing environments. 1615-1642
• 
  Wen-Lin Sun, Yu-Lun Huang:
  Cross: A generic framework for system integration and its adaption in hospitals. 1643-1660
• 
  Vinay Raj, Sadam Ravichandra:
  A service graph based extraction of microservices from monolith services of service-oriented architecture. 1661-1678
• 
  Xiaomin Zou, Fang Wang, Dan Feng, Feiyu Yang, Mengya Lei, Chaojie Liu:
  SPHT: A scalable and high-performance hashing scheme for persistent memory. 1679-1697
• 
  Tomasz Szydlo, Amadeusz Szabala, Nazar Kordiumov, Konrad Siuzdak, Lukasz Wolski, Khaled Alwasel, Fawzy Habeeb, Rajiv Ranjan:
  IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic computing. 1698-1716
• 
  Rafael Z. Frantz, Sandro Sawicki, Fabricia Roos-Frantz, Fábio Paulo Basso, Benjamim Zucoloto, Raquel M. Pillat:
  On the analysis of makespan and performance of the task-based execution model for enterprise application integration platforms: An empirical study. 1717-1735
• 
  Yudong Tao, Tianyi Wang, Anchen Sun, Shahid S. Hamid, Shu-Ching Chen, Mei-Ling Shyu:
  Florida public hurricane loss model: Software system for insurance loss projection. 1736-1755
• 
  Isil Karabey Aksakalli, Turgay Çelik, Ahmet Burak Can, Bedir Tekinerdogan:
  Micro-IDE: A tool platform for generating efficient deployment alternatives based on microservices. 1756-1782

Volume 52, Number 8, August 2022

Research Articles

• 
  Xiaoqing Gu, Yizhang Jiang:
  Online multitarget tracking system for autonomous vehicles using discriminative dictionary learning with embedded auto-encoder algorithm. 1785-1801
• 
  Weiwei Cai, Fazhi He, Shangxu Yang, Xiao Lv, Yuan Cheng:
  Self-compressing object sequence for consistency maintenance in co-editors. 1802-1825
• 
  Sunil Kumar Gouda, Ashok Kumar Mehta:
  A new evolutionism based self-adaptive multi-objective optimization method to predict software cost estimation. 1826-1848
• 
  Fengyang Deng, Cai Fu, Yekui Qian, Jia Yang, Shuai He, Hao Xu:
  Federated learning based multi-task feature fusion framework for code expressive semantic extraction. 1849-1866

Experience Reports

• 
  Hantao Zhang, Baoluo Meng, Yiwen Liang:
  Sort race. 1867-1878
• 
  Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Elvira-Maria Arvanitou, Stamatia Bibi:
  SDK4ED: A platform for technical debt management. 1879-1902

Volume 52, Number 9, September 2022

Featured Cover

• 
  Zhiming Zhao, Spiros Koulouzis, Riccardo Bianchi, Siamak Farshidi, Zeshun Shi, Ruyue Xin, Yuandou Wang, Na Li, Yifang Shi, Joris Timmermans, W. Daniel Kissling:
  Featured Cover. i

Research Articles

• 
  João Pedro Faustino, Daniel Adriano, Ricardo Amaro, Rúben Pereira, Miguel Mira da Silva:
  DevOps benefits: A systematic literature review. 1905-1926
• 
  Sheenam Malhotra, Williamjeet Singh:
  A secure neural network-based ranking approach for document searching in cloud data center. 1927-1946
• 
  Zhiming Zhao, Spiros Koulouzis, Riccardo Bianchi, Siamak Farshidi, Zeshun Shi, Ruyue Xin, Yuandou Wang, Na Li, Yifang Shi, Joris Timmermans, W. Daniel Kissling:
  Notebook-as-a-VRE (NaaVRE): From private notebooks to a collaborative cloud virtual research environment. 1947-1966
• 
  Mostafa Ghobaei-Arani, Shiva Asadianfam, Ahad Abolfathi:
  Deploying IoT services on the fog infrastructure: A graph partitioning-based approach. 1967-1986
• 
  Somayyeh Fallah, Amir Jalaly Bidgoly:
  Android malware detection using network traffic based on sequential deep learning models. 1987-2004
• 
  Giannis Tziakouris, Carlos Joseph Mera-Gómez, Francisco Ramírez, Rami Bahsoon, Rajkumar Buyya:
  Market-inspired framework for securing assets in cloud computing environments. 2005-2025
• 
  Songling Chen, Xiangling Fu, Hongchao Si, Yi Wang, Songfeng Gao, Chunyuan Wang:
  Blockchain for Health IoT: A privacy-preserving data sharing system. 2026-2044

Volume 52, Number 10, October 2022

Survey Article

• 
  Swati Kumari, Maninder Singh, Raman Singh, Hitesh Tewari:
  Post-quantum cryptography techniques for secure communication in resource-constrained Internet of Things devices: A comprehensive survey. 2047-2076

Experience Report

• 
  Amanda L. Baxter, Segev Y. BenZvi, Walter Bonivento, Adam Brazier, Michael Clark, Alexis Coleiro, David Collom, Marta Colomer-Molla, Bryce Cousins, Aliwen Delgado Orellana, Damien Dornic, Vladislav Ekimtcov, Shereen ElSayed, Andrea Gallo Rosso, Patrick Godwin, Spencer Griswold, Alec Habig, Remington Hill, Shunsaku Horiuchi, D. Andrew Howell, Margaret W. G. Johnson, Mario Juric, James P. Kneller, Abigail Kopec, Claudio Kopper, Vladimir Kulikovskiy, Mathieu Lamoureux, Rafael F. Lang, Shengchao Li, Massimiliano Lincetto, Lindy Lindstrom, Mark W. Linvill, Curtis McCully, Jost Migenda, Danny Milisavljevic, Spencer Nelson, Rita Novoseltseva, Erin O'Sullivan, Donald Petravick, Barry W. Pointon, Nirmal Raj, Andrew Renshaw, Janet Rumleskie, Tom Sonley, Ron Tapia, Jeffrey C. L. Tseng, Christopher D. Tunnell, Godefroy Vannoye, Carlo F. Vigorito, Clarence J. Virtue, Christopher Weaver, Kathryn E. Weil, Lindley Winslow, Rich Wolski, Xun-Jie Xu, Yiyang Xu:
  Collaborative experience between scientific software projects using Agile Scrum development. 2077-2096

Research Articles

• 
  Patricia Jiménez, Rafael Corchuelo:
  On the design of an advanced business rule engine. 2097-2126
• 
  Francesco Alongi, Marcello M. Bersani, Nicolò Ghielmetti, Raffaela Mirandola, Damian A. Tamburri:
  Event-sourced, observable software architectures: An experience report. 2127-2151
• 
  Hui Li, Yang Qu, Yong Liu, Rong Chen, Jun Ai, Shikai Guo:
  Self-admitted technical debt detection by learning its comprehensive semantics via graph neural networks. 2152-2176
• 
  Saloua El Motaki, Ali Yahyaouy, Hamid Gualous:
  Modeling the correlation between the workload and the power consumed by a server using stochastic and non-parametric approaches. 2177-2190
• 
  Premathas Somasekaram, Radu Calinescu:
  Predicting locally manageable resource failures of high availability clusters. 2191-2225
• 
  Jianguo Liang, You Fu, Rong Hua, Hao Zhang, Wenqiang Zhu, Yuxi Ye:
  A novel acceleration method for molecular dynamics of crystal silicon on GPUs using OpenACC. 2226-2240
• 
  Pablo Oliveira Antonino, Rafael Capilla, Rick Kazman, Thomas Kuhn, Frank Schnicke, Tagline Treichel, Adam Bachorek, Zai Müller-Zhang, Victor Salamanca:
  Continuous engineering for Industry 4.0 architectures and systems. 2241-2262
• 
  Justice Odoom, Xiaofang Huang, Samuel Akwasi Danso:
  COVID-19 and future pandemics: A blockchain-based privacy-aware secure borderless travel solution from electronic health records. 2263-2287
• 
  Javad Ahmadi, Abolfazl Toroghi Haghighat, Amir Masoud Rahmani, Reza Ravanmehr:
  Confidence interval-based overload avoidance algorithm for virtual machine placement. 2288-2311
• 
  Pankajeshwara Nand Sharma, Bastin Tony Roy Savarimuthu, Nigel Stanger:
  Unearthing open source decision-making processes: A case study of python enhancement proposals. 2312-2346

Volume 52, Number 11, November 2022

Research Articles

• 
  Jim Apple:
  Stretching your data with taffy filters. 2349-2367
• 
  Duilio Luca Bacocco, Eugenio Carrani, Bruno Ciciani, Pierangelo di Sanzo, Francesco Leotta, Marina Torre:
  Design and implementation of the new Italian healthcare digital interoperable registry for implantable medical devices. 2368-2392
• 
  Fei Dai, Guozhi Liu, Xiaolong Xu, Qi Mo, Zhenping Qiang, Zhihong Liang:
  Compatibility checking for cyber-physical systems based on microservices. 2393-2410
• 
  Amanjot Kaur, Nitin Auluck:
  Scheduling algorithms for truly heterogeneous hierarchical fog networks. 2411-2438
• 
  Ana Cristina Marcén, Francisca Pérez, Oscar Pastor, Carlos Cetina:
  Evaluating the benefits of empowering model-driven development with a machine learning classifier. 2439-2455
• 
  Alessandro Pellegrini, Pierangelo di Sanzo, Andrea Piccione, Francesco Quaglia:
  Design and implementation of a fully transparent partial abort support for software transactional memory. 2456-2475

Survey Article

• 
  Siti Nuraishah Agos Jawaddi, Muhammad Hamizan Johari, Azlan B. Ismail:
  A review of microservices autoscaling with formal verification perspective. 2476-2495

Volume 52, Number 12, December 2022

Research Articles

• 
  Yasser Ali Alshehri:
  Predicting change in newly created files in a software product line project. 2499-2512
• 
  Yunzhuo Wang, Jianfeng Li, Liangying Zhou, Jingwei Sun, Guangzhong Sun:
  Multi-Net strategy: Accelerating physics-informed neural networks for solving partial differential equations. 2513-2536
• 
  Javed Ali Khan, Affan Yasin, Rubia Fatima, Danish Vasan, Arif Ali Khan, Abdul Wahid Khan:
  Valuating requirements arguments in the online user's forum for requirements decision-making: The CrowdRE-VArg framework. 2537-2573
• 
  Chenxing Zhong, Huang Huang, He Zhang, Shanshan Li:
  Impacts, causes, and solutions of architectural smells in microservices: An industrial investigation. 2574-2597
• 
  Adam Krzywaniak, Pawel Czarnul, Jerzy Proficz:
  DEPO: A dynamic energy-performance optimizer tool for automatic power capping for energy efficient high-performance computing. 2598-2634
• 
  Keqin Li:
  Workload management and server speed setting for cost-performance ratio optimization. 2635-2663
• 
  José Correia, António Rito Silva:
  Identification of monolith functionality refactorings for microservices migration. 2664-2683
• 
  Jan Wassenberg, Mark Blacher, Joachim Giesen, Peter Sanders:
  Vectorized and performance-portable quicksort. 2684-2699
• 
  Shreya Ghosh, Anwesha Mukherjee, Soumya K. Ghosh, Rajkumar Buyya:
  STOPPAGE: Spatio-temporal data driven cloud-fog-edge computing framework for pandemic monitoring and management. 2700-2726
• 
  José Wesley de Souza Magalhães, Chunhua Liao, Fernando Magno Quintão Pereira:
  Automatic inspection of program state in an uncooperative environment. 2727-2758