Software-Practice & Experience

Article	Citations
Quantum computing: A taxonomy, systematic review and future directions	127
A review on the computation offloading approaches in mobile edge computing: A game‐theoretic perspective	62
Senti‐eSystem: A sentiment‐based eSystem‐using hybridized fuzzy and deep neural network for measuring customer satisfaction	58
Joint computation offloading and resource provisioning for edge‐cloud computing environment: A machine learning‐based approach	57
NovidChain: Blockchain‐based privacy‐preserving platform for COVID‐19 test/vaccine certificates	51
FPFTS: A joint fuzzy particle swarm optimization mobility‐aware approach to fog task scheduling algorithm for Internet of Things devices	44
An Internet of Things‐enabled decision support system for circular economy business model	44
An approach to forecast impact of Covid‐19 using supervised machine learning model	44
An efficient radix trie‐based semantic visual indexing model for large‐scale image retrieval in cloud environment	42
Integrated model‐driven engineering of blockchain applications for business processes and asset management	35
IoT‐fog‐cloud based architecture for smart systems: Prototypes of autism and COVID‐19 monitoring systems	34
Software effort estimation accuracy prediction of machine learning techniques: A systematic performance evaluation	31
A graph‐based convolutional neural network stock price prediction with leading indicators	30
Spatiotemporal‐based sentiment analysis on tweets for risk assessment of event using deep learning approach	27
PARCIV: Recognizing physical activities having complex interclass variations using semantic data of smartphone	26
Microservice transition and its granularity problem: A systematic mapping study	26
Function delivery network: Extending serverless computing for heterogeneous platforms	25
Software reuse analytics using integrated random forest and gradient boosting machine learning algorithm	25
An empirical comparison of commercial and open‐source web vulnerability scanners	23
EFFORT: Energy efficient framework for offload communication in mobile cloud computing	22
Advanced data integration in banking, financial, and insurance software in the age of COVID‐19	22
Impact of etcd deployment on Kubernetes, Istio, and application performance	21
An autonomous IoT service placement methodology in fog computing	20
Design and evaluation of a scalable Internet of Things backend for smart ports	20
SafeMan: A unified framework to manage cybersecurity and safety in manufacturing industry	19

A semantic and social‐based collaborative recommendation of friends in social networks	19
Comparative study of support vector machines and random forests machine learning algorithms on credit operation	19
PDMA: Probabilistic service migration approach for delay‐aware and mobility‐aware mobile edge computing	19
Practical and secure multifactor authentication protocol for autonomous vehicles in 5G	18
AuctionWhisk: Using an auction‐inspired approach for function placement in serverless fog platforms	17
Container lifecycle‐aware scheduling for serverless computing	17
Data dimensionality reduction techniques for Industry 4.0: Research results, challenges, and future research directions	17
Energy‐Saving Multisensor Data Sampling and Fusion with Decision‐Making for Monitoring Health Risk Using WBSNs	17
Cybersecurity protection on in‐vehicle networks for distributed automotive cyber‐physical systems: State‐of‐the‐art and future challenges	16
From zero to fog: Efficient engineering of fog‐based Internet of Things applications	16
An energy‐aware virtual machines consolidation method for cloud computing: Simulation and verification	15
Service offloading oriented edge server placement in smart farming	15
A Blockchain‐based Cyber Attack Detection Scheme for Decentralized Internet of Things using Software‐Defined Network	15
Component‐aware orchestration of cloud‐based enterprise applications, from TOSCA to Docker and Kubernetes	13
CREW: Cost and Reliability aware Eagle‐Whale optimiser for service placement in Fog	13
Server configuration optimization in mobile edge computing: A cost‐performance tradeoff perspective	13
RESCUE: Enabling green healthcare services using integrated IoT‐edge‐fog‐cloud computing environments	13
Finite‐state model extraction and visualization from Java program execution	13
The μTOSCA toolchain: Mining, analyzing, and refactoring microservice‐based architectures	13
Dual‐grained representation for hand, foot, and mouth disease prediction within public health cyber‐physical systems	13
Exploring reliable edge‐cloud computing for service latency optimization in sustainable cyber‐physical systems	13
Root causing, detecting, and fixing flaky tests: State of the art and future roadmap	12
Notebook‐as‐a‐VRE (NaaVRE): From private notebooks to a collaborative cloud virtual research environment	12
Toward an autonomic approach for Internet of Things service placement using gray wolf optimization in the fog computing environment	12
Edge‐adaptable serverless acceleration for machine learning Internet of Things applications	12
KubCG: A dynamic Kubernetes scheduler for heterogeneous clusters	12
Code‐level model checking in the software development workflow at Amazon Web Services	12
Applying artificial bee colony algorithm to the multidepot vehicle routing problem	12
Software system to predict the infection in COVID‐19 patients using deep learning and web of things	11
Human microservices: A framework for turning humans into service providers	11
Autonomic resource provisioning for multilayer cloud applications with K‐nearest neighbor resource scaling and priority‐based resource allocation	11
What factors influence the lifetime of pull requests?	11
Migrating production monolithic systems to microservices using aspect oriented programming	11
Timing isolation and improved scheduling of deep neural networks for real‐time systems	11
A cache‐based approach toward improved scheduling in fog computing	10
HEART: Unrelated parallel machines problem with precedence constraints for task scheduling in cloud computing using heuristic and meta‐heuristic algorithms	10
A decade of research in fog computing: Relevance, challenges, and future directions	10
Control and data acquisition software of the high‐energy particle detector on board the China Seismo‐Electromagnetic Satellite space mission	10
Keywords‐driven web APIs group recommendation for automatic app service creation process	10
Vocabulary and time based bug‐assignment: A recommender system for open‐source projects	10
Journey from cloud of things to fog of things: Survey, new trends, and research directions	10
A flexible approach for virtual machine selection in cloud data centers with AHP	9
Android malware detection using network traffic based on sequential deep learning models	9
A cloud‐based integration platform for enterprise application integration: A Model‐Driven Engineering approach	9
Systematic scalability analysis for microservices granularity adaptation design decisions	9
Valuating requirements arguments in the online user's forum for requirements decision‐making: The CrowdRE‐VArg framework	9
STOPPAGE: Spatio‐temporal data driven cloud‐fog‐edge computing framework for pandemic monitoring and management	9
Effective approaches to combining lexical and syntactical information for code summarization	8
Global outliers detection in wireless sensor networks: A novel approach integrating time‐series analysis, entropy, and random forest‐based classification.	8
Proactive content caching in edge computing environment: A review	8

An autonomous model for self‐optimizing virtual machine selection by learning automata in cloud environment	8
Retracted: An unmanned aerial vehicles navigation system on the basis of pattern recognition applications—Review of implementation options and prospects for development	8
NAS Parallel Benchmarks with CUDA and beyond	8
Practical dynamic reconstruction of control flow graphs	8
Data fusion analysis for attention‐deficit hyperactivity disorder emotion recognition with thermal image and Internet of Things devices	8
A lightweight virtualization model to enable edge computing in deeply embedded systems	8
Post‐quantum cryptography techniques for secure communication in resource‐constrained Internet of Things devices: A comprehensive survey	8
Profiling and controlling I/O‐related memory contention in COTS heterogeneous platforms	8
Providing high‐level self‐adaptive abstractions for stream parallelism on multicores	8
BigDataSDNSim: A simulator for analyzing big data applications in software‐defined cloud data centers	8
Software fault prediction using Whale algorithm with genetics algorithm	8
SQVDT: A scalable quantitative vulnerability detection technique for source code security assessment	8
A service graph based extraction of microservices from monolith services of service‐oriented architecture	8
Real time flood disaster monitoring based on energy efficient ensemble clustering mechanism in wireless sensor network	8
A community‐based hierarchical user authentication scheme for Industry 4.0	8
QuantumPath: A quantum software development platform	7
A tool for the semantic annotation, validation and optimization of business process models	7
Unit of measurement libraries, their popularity and suitability	7
Reformulation of the performance portability metric	7
Predicting just‐in‐time software defects to reduce post‐release quality costs in the maritime industry	7
DevOps benefits: A systematic literature review	7
Resource management of IoT edge devices: Challenges, techniques, and solutions	7
On the (un‐)adoption of JavaScript front‐end frameworks	6
Optimizing checkpoint‐based fault‐tolerance in distributed stream processing systems: Theory to practice	6
Evaluating system architectures for driving range estimation and charge planning for electric vehicles	6
A scalable framework for healthcare monitoring application using the Internet of Medical Things	6
Sensei: Enforcing secure coding guidelines in the integrated development environment	6
Using Ginkgo's memory accessor for improving the accuracy of memory‐bound low precision BLAS	6
Equivalent mutant identification using hybrid wavelet convolutional rain optimization	6
Network traffic prediction method based on echo state network with adaptive reservoir	6
A framework for microservices synchronization	6
Engineering faster sorters for small sets of items	6
Managing data replication and distribution in the fog with FReD	6
Blockchain for Health IoT: A privacy‐preserving data sharing system	6
Autonomic rejuvenation of cloud applications as a countermeasure to software anomalies	6
Standards‐based modeling and deployment of serverless function orchestrations using BPMN and TOSCA	6
Edge intelligence based digital twins for internet of autonomous unmanned vehicles	6
Validating UTF‐8 in less than one instruction per byte	5
Availability analysis of design configurations to compose virtual performance‐optimized data center systems in next‐generation cloud data centers	5
Standard versus uniform binary search and their variants in learned static indexing: The case of the searching on sorted data benchmarking software platform	5
A metaheuristic‐based data replica placement approach for data‐intensive IoT applications in the fog computing environment	5
A systematic gray literature review: The technologies and concerns of microservice application programming interfaces	5
ThingsMigrate: Platform‐independent migration of stateful JavaScript Internet of Things applications	5
Synthesizing secure software development activities for linear and agile lifecycle models	5
Software assistants in software engineering: A systematic mapping study	5
Configurable three‐way model merging	5
Reusability affecting factors and software metrics for reusability: A systematic literature review	5
Scaling scrum with a customized nexus framework: A report from a joint industry‐academia research project	5
APISonar: Mining API usage examples	5
Author classification using transfer learning and predicting stars in co‐author networks	5
Drug investigation tool: Identifying the effect of drug on cell image by using improved correlation	5
A comprehensive survey on nature‐inspired algorithms and their applications in edge computing: Challenges and future directions	5
Computationally easy, spectrally good multipliers for congruential pseudorandom number generators	5
Number parsing at a gigabyte per second	5
Usability implications in software architecture: The case study of a mobile app	5
The human in model‐driven engineering loop: A case study on integrating handwritten code in model‐driven engineering repositories	5
On the relative value of imbalanced learning for code smell detection	5
Bug detection in Java code: An extensive evaluation of static analysis tools using Juliet Test Suites	4
Practical trade‐offs for the prefix‐sum problem	4
xDEVS: A toolkit for interoperable modeling and simulation of formal discrete event systems	4
Towards efficient federated learning‐based scheme in medical cyber‐physical systems for distributed data	4
Analyzing spatial analytics systems based on Hadoop and Spark: A user perspective	4
An efficient Hadoop‐based brain tumor detection framework using big data analytic	4
Multiuser collaborative illustration and visualization for volumetric scientific data	4
A procedural and flexible approach for specification, modeling, definition, and analysis for self‐adaptive systems	4
Message‐sensing classified transmission scheme based on mobile edge computing in the Internet of Vehicles	4
Integrated machine learning with semantic web for open government data recommendation based on cloud computing	4
Recommending software features to designers: From the perspective of users	4
OntoSuSD: Software engineering approaches integration ontology for sustainable software development	4
Trilateration‐based indoor localization engineering technique for visible light communication system	4
Leveraging machine learning for software redocumentation—A comprehensive comparison of methods in practice	4
Constraint‐aware and multi‐objective optimization for micro‐service composition in mobile edge computing	4
Charging stations‐oriented electric vehicle charging strategy based on battery characteristics	4
On the synthesis of metadata tags for HTML files	4
Energy‐efficiency and sustainability in new generation cloud computing: A vision and directions for integrated management of data centre resources and workloads	4
Detecting functional and security‐related issues in smart contracts: A systematic literature review	4
RIFLING: A reinforcement learning‐based GPU scheduler for deep learning research and development platforms	4
Better Scrum through Essence	4
Deploying IoT services on the fog infrastructure: A graph partitioning‐based approach	4
MyNeutronDAQ: A general program for data acquisition of neutron scattering spectrometers at China Mianyang Research Reactor and on‐line data‐analysis	4

Data interplay: A model to optimize data usage in the Internet of Things	3
MFHS: A modular scheduling framework for heterogeneous system	3
Large‐scale semi‐automated migration of legacy C/C++ test code	3
Performance analysis of distributed storage clusters based on kernel and userspace traces	3
DevOps project management success factors: A decision‐making framework	3
Designing real‐time systems using imprecise discrete‐event system specifications	3
Algorithms for all‐pairs Hamming distance based similarity	3
Feature location enhancement based on source code augmentation with synonyms of terms	3
Posits and the state of numerical representations in the age of exascale and edge computing	3
Mutual Information and Feature Importance Gradient Boosting: Automatic byte n‐gram feature reranking for Android malware detection	3
Software design pattern selection approaches: A systematic literature review	3
EdgeAuth: An intelligent token‐based collaborative authentication scheme	3
Design of frameworks for self‐adaptive service‐oriented applications: A systematic analysis	3
Multi‐objective materialized view selection using flamingo search optimization algorithm	3
Impacts, causes, and solutions of architectural smells in microservices: An industrial investigation	3
R2D2: A scalable deep learning toolkit for medical imaging segmentation	3
DEPO: A dynamic energy‐performance optimizer tool for automatic power capping for energy efficient high‐performance computing	3
Collaborative experience between scientific software projects using Agile Scrum development	3
Modified deep belief network based human emotion recognition with multiscale features from video sequences	3
Dissimilarity‐based test case prioritization through data fusion	3
CppyABM: An open‐source agent‐based modeling library to integrate C++ and Python	3
Towards cloud‐based unobtrusive monitoring in remote multi‐vendor environments	3
“The Canary in the Coal Mine…” A cautionary tale from the decline of SourceForge	3
Big data analytics in Industry 4.0 ecosystems	3
HSCR: Hierarchical structured cluster routing protocol for load balanced wireless sensor networks	3
SPIDER: An availability‐aware framework for the service function chain placement in distributed scenarios	3
Transcoding billions of Unicode characters per second with SIMD instructions	3
LLAMA: The low‐level abstraction for memory access	3
Continuous engineering for Industry 4.0 architectures and systems	3
Is the edge really necessary for drone computing offloading? An experimental assessment in carrier‐grade 5G operator networks	3
PAS: A new powerful and simple quantum computing simulator	3
Energy‐efficient task scheduling and resource management in a cloud environment using optimized hybrid technology	3
Plumb: Efficient stream processing of multi‐user pipelines	3
Adopting microservices and DevOps in the cyber‐physical systems domain: A rapid review and case study	3
The Floyd‐Warshall all‐pairs shortest paths algorithm for disconnected and very sparse graphs	3
Deep domain adversarial residual neural network for sustainable wind turbine cyber‐physical system fault diagnosis	3
Semantics to the rescue of document‐based XML diff: A JATS case study	3
How the adoption of feature toggles correlates with branch merges and defects in open‐source projects?	3
Architecture violations detection and visualization in the continuous integration pipeline	3
Ajalon: Simplifying the authoring of wearable cognitive assistants	2
Security analytics for real‐time forecasting of cyberattacks	2
Two decades of live coding and debugging of virtual machines through simulation	2
Code samples summarization for knowledge exchange in developer community	2
A federated learning attack method based on edge collaboration via cloud	2
QoS‐aware resource scheduling using whale optimization algorithm for microservice applications	2
Implementing scripted conversations by means of smart assistants	2
faas‐sim: A trace‐driven simulation framework for serverless edge computing platforms	2
Generation of logic designs for efficiently solving ordinary differential equations on field programmable gate arrays	2
A new evolutionism based self‐adaptive multi‐objective optimization method to predict software cost estimation	2
The effect of distance metrics in a general purpose synthesizer: An empirical study on integer domain imperative programs	2
GDBApex: A graph‐based system to enable efficient transformation of enterprise infrastructures	2
Unearthing open source decision‐making processes: A case study of python enhancement proposals	2
EESSI: A cross‐platform ready‐to‐use optimised scientific software stack	2
An efficient list‐based task scheduling algorithm for heterogeneous distributed computing environment	2
Efficiency in the serverless cloud paradigm: A survey on the reusing and approximation aspects	2
Availability modeling in redundant OpenStack private clouds	2
Energy allocation for activity recognition in wearable devices with kinetic energy harvesting	2
ARTful: A model for user‐defined schedulers targeting multiple high‐performance computing runtime systems	2
IoTSim‐Osmosis‐RES: Towards autonomic renewable energy‐aware osmotic computing	2
Privacy and security constraints for code contributions	2
Microservice‐driven privacy‐aware cross‐platform social relationship prediction based on sequential information	2
Exploring the use of blockchain in resource‐constrained fog computing environments	2
Three practical workflow schedulers for easy maximum parallelism	2
Hierarchical fuzzy‐based Quality of Experience (QoE)‐aware application placement in fog nodes	2
An industry survey on approaches, success factors, and barriers for technology transfer in software engineering	2
Improving LSM‐trie performance by parallel search	2
A model‐based framework for inter‐app Vulnerability analysis of Android applications	2
Benchmarking and learning garbage collection delays for resource‐restricted graphical user interfaces	2
ParTransgrid: A scalable parallel preprocessing tool for unstructured‐grid cell‐centered computational fluid dynamics applications	2
A blockchain‐based privacy‐preserving advertising attribution architecture: Requirements, design, and a prototype implementation	2
A large scale parallel fluid‐structure interaction computing platform for simulating structural responses to a detonation shock	2
An optimal container update method for edge‐cloud collaboration	2
Federated learning based multi‐task feature fusion framework for code expressive semantic extraction	2
Decentralized identifier based illegal digital content distribution tracking system using the format‐preserving encryption algorithm	2
Intelligent antiphishing framework to detect phishing scam: A hybrid classification approach	2
Microservice reference architecture design: A multi‐case study	2
Evaluating management and orchestration impact on closed‐loop orchestration delay	2
A systematic mapping study of software performance research	2
Distributed computation of the critical path from execution traces	2
Dynamic code compression for JavaScript engine	2
Efficient task offloading with swarm intelligence evolution for edge‐cloud collaboration in vehicular edge computing	1
CONST: Continuous online NoSQL schema tuning	1
Vectorized and performance‐portable quicksort	1
DRS: A deep reinforcement learning enhanced Kubernetes scheduler for microservice‐based system	1
A probabilistic modeling and evolutionary optimization approach for serverless workflow configuration	1
Container‐based data‐intensive application scheduling in hybrid cloud‐edge collaborative environment	1
Toward a novel engine for compiler optimization space exploration of big data workloads	1
On the comprehension of application programming interface usability in game engines	1
Proximate sharing of geo data using the credit‐considered mobile edge computing server switching control scheme	1
	1
Just‐in‐time defect prediction for software hunks	1
DOMICO: Checking conformance between domain models and implementations	1
	1
A secure neural network‐based ranking approach for document searching in cloud data center	1
New generation cloud computing	1