MetaLog: Generalizable Cross-System Anomaly Detection from Logs with Meta-Learning

Authors: Chenyangguang Zhang, Tong Jia, Guopeng Shen, Peimin Zhu, Ying Li

Source: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering. :1-12

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, System Logs, Computer Networks and Communications, Generalization, Anomaly detection, Leverage (statistics), Mathematical analysis, Machine learning, FOS: Mathematics, 14. Life underwater, Fault Localization, Data mining, Log Analysis, Physics, 15. Life on land, Condensed matter physics, Computer science, Anomaly (physics), 3. Good health, Bug Localization, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Anomaly Detection, Software Reliability Assessment and Prediction, Software, Mathematics, Empirical Studies in Software Engineering, Information Systems, Embedding

Tool assisted Agile approach for Legacy application Migration

Authors: Nachiketa Chatterjee, Srijoni Majumdar, Partha Pratim Das, Amlan Chakrabarti

Source: International Journal of System Assurance Engineering and Management. 16:3002-3017

Subject Terms: FOS: Computer and information sciences, Software engineering, Computer Networks and Communications, Legacy system, QoS-Aware Web Services Composition and Semantic Matching, Computer science, Operating system, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Business, Process management, Agile software development, Software, Information Systems, Log Analysis

Enhancing Software Co-Change Prediction: Leveraging Hybrid Approaches for Improved Accuracy

Authors: Mohammed Zagane, Mamdouh Alenezi

Source: IEEE Access, Vol 12, Pp 68441-68452 (2024)

Subject Terms: FOS: Computer and information sciences, Code Clone Detection, Artificial intelligence, Computer Networks and Communications, Software Defect Prediction, 12. Responsible consumption, Context (archaeology), Model-driven Performance Prediction, Machine learning, 14. Life underwater, Software maintenance, Data mining, Biology, Source Code Analysis, Software construction, Software engineering, code metrics, Software analytics, char n-gram embedding, neural embedding model, Paleontology, Software development, Deep learning, 15. Life on land, Computer science, TK1-9971, Programming language, Software metric, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Software system, Software Reliability Modeling, Electrical engineering. Electronics. Nuclear engineering, Software Reliability Assessment and Prediction, change prediction, Co-change prediction, change impact analysis, Software, Consistency (knowledge bases), Empirical Studies in Software Engineering, Information Systems

Access URL: https://doaj.org/article/9088363a9ad04454830eec4363aaea23

Stateless System Performance Prediction and Health Assessment in Cloud Environments: Introducing cSysGuard, an Ensemble Modeling Approach

Authors: Nutt Chairatana, Rathachai Chawuthai

Source: IEEE Access, Vol 12, Pp 78232-78247 (2024)

Subject Terms: non-functional testing, Artificial intelligence, Computer Networks and Communications, stacking ensemble models, resource allocation, 7. Clean energy, predictive maintenance, Model-driven Performance Prediction, Computer security, Stateless protocol, 11. Sustainability, Cloud computing, 14. Life underwater, Cloud-Native Architecture, Network packet, 9. Industry and infrastructure, Ensemble forecasting, Computer science, TK1-9971, 3. Good health, Operating system, machine learning, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Electrical engineering. Electronics. Nuclear engineering

Access URL: https://doaj.org/article/62e4dd61761e4221849883a281c3b2b9

Exploring Traffic Patterns Through Network Programmability: Introducing SDNFLow, a Comprehensive OpenFlow-Based Statistics Dataset for Attack Detection

Authors: Jorge Buzzio-García, Jaime Vergara, Santiago Ríos-Guiral, Christian Garzón, Sergio Gutiérrez, Juan F. Botero, Jose Luis Quiroz-Arroyo, Jesús Arturo Pérez-Díaz

Source: IEEE Access, Vol 12, Pp 42163-42180 (2024)

Subject Terms: Computer network, Computer Networks and Communications, 16. Peace & justice, Computer science, TK1-9971, Intrusion Detection, Detection, OpenFlow, Characterization and Detection of Android Malware, programmable networks, intrusion detection systems, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Signal Processing, software defined networking, Network Intrusion Detection and Defense Mechanisms, Security Analysis, Software-defined networking, Electrical engineering. Electronics. Nuclear engineering, Botnet Detection, Data mining, Dataset, DDoS Attacks

Access URL: https://doaj.org/article/00440f8641354a13ab65603ec1489e4b

THE AGILE TRANSITION PROCESS OF ORGANIZATIONS IN SOFTWARE DEVELOPMENT PROJECT MANAGEMENT

Authors: Mariângela Pinton, Alvair Silveira Torres

Source: REPAE - Revista de Ensino e Pesquisa em Administração e Engenharia. 9:16-37

Subject Terms: FOS: Computer and information sciences, Engineering management, Computer Networks and Communications, Lean software development, 02 engineering and technology, Agile Software Development in Software Engineering, Systems engineering, 12. Responsible consumption, Engineering, Project management, Agile Unified Process, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, Business, Software construction, Software engineering, Software development process, 9. Industry and infrastructure, 4. Education, Software project management, Software development, Agile Software Development, Computer science, Process (computing), Programming language, Operating system, Software Process Improvement, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, 8. Economic growth, Process management, Agile software development, Software, Information Systems, Empirical Studies in Software Engineering

A Short Review on the Dynamic Slice Management in Software-Defined Network Virtualization

Authors: Mohamed Khalafalla Hassan, Sharifah H. S. Ariffin, Sharifah Kamilah Syed Yusof, Nurzal Effiyana Ghazali, Kobby Asare Obeng

Source: Engineering, Technology & Applied Science Research. 13:12074-12079

Subject Terms: Computer Networks and Communications, Flexibility (engineering), Network management, 02 engineering and technology, Network virtualization, Dependability, Hypervisor, 7. Clean energy, TK Electrical engineering. Electronics Nuclear engineering, 12. Responsible consumption, Security in SDN, Network Virtualization, Virtualization, 0202 electrical engineering, electronic engineering, information engineering, Resource management (computing), FOS: Mathematics, Cloud computing, Software-defined networking, Resource allocation, SDN Controllers, Computer network, Software engineering, Internet of Things and Edge Computing, Virtual network, Statistics, Software-Defined Networking and Network Virtualization, Computer science, Software-Defined Networking, Distributed computing, Virtual Network Embedding, Operating system, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Mathematics

File Description: application/pdf

Systematically Detecting Packet Validation Vulnerabilities in Embedded Network Stacks

Authors: Paschal C. Amusuo, Ramiro Méndez, Zhiai Xu, Aravind Machiry, James N. Davis

Source: 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE). :926-938

Subject Terms: FOS: Computer and information sciences, Alternative medicine, Computer Networks and Communications, Autonomic Computing and Self-Adaptive Systems, Fuzz testing, Computer Science - Software Engineering, Artificial Intelligence, Computer security, Pathology, Fault Localization, Computer network, Network packet, D.2.5, Attack surface, Computer science, Intrusion Detection, Software Engineering (cs.SE), Network Security, Protocol stack, World Wide Web, Operating system, Internet Protocol, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Protocol (science), Networking hardware, Network Intrusion Detection and Defense Mechanisms, Medicine, Botnet Detection, The Internet, Software, Wireless sensor network

Access URL: http://arxiv.org/abs/2308.10965

Autonomous workload distribution for container-based micro services environments

Authors: Shamsuddeen Rabiu, A. Abba, Mustapha Abubakar

Source: World Journal of Advanced Engineering Technology and Sciences. 9:242-250

Subject Terms: FOS: Computer and information sciences, Computer Networks and Communications, Economics, FOS: Mechanical engineering, Workload, Cloud Computing and Big Data Technologies, Visual arts, Engineering, Microservices, Container (type theory), Service (business), Architecture, Cloud computing, Cloud-Native Architecture, Orchestration, 1. No poverty, Software-Defined Networking and Network Virtualization, Economy, Computer science, Distributed computing, Mechanical engineering, Operating system, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Musical, FOS: Civil engineering, Art, Information Systems

Automatic Software Bug Prediction Using Adaptive Artificial Jelly Optimization With Long Short-Term Memory

Authors: R. Siva, S. Kaliraj, Bharath Hariharan, N. Premkumar

Source: Wireless Personal Communications. 132:1975-1998

Subject Terms: FOS: Computer and information sciences, Artificial neural network, Artificial intelligence, Computer Networks and Communications, Software Defect Prediction, Overfitting, Software quality, 02 engineering and technology, Software bug, Reliability engineering, Engineering, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, Fault Detection and Correction, Data mining, Software Maintenance, 4. Education, Software development, Computer science, Process (computing), Programming language, Operating system, Bug Localization, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Feature selection, Software Reliability Modeling, Software Reliability Assessment and Prediction, Software regression, Classifier (UML), Software, Empirical Studies in Software Engineering, Information Systems

Resource Allocation Modeling Framework to Refactor Software Design Smells

Authors: Priyanka Gupta, Adarsh Anand, Mohamed Arezki Mellal

Source: International Journal of Mathematical, Engineering and Management Sciences, Vol 8, Iss 2, Pp 213-229 (2023)

Subject Terms: FOS: Computer and information sciences, Technology, Code Clone Detection, Refactoring, Computer Networks and Communications, Resource (disambiguation), 0211 other engineering and technologies, Software Defect Prediction, Software quality, Set (abstract data type), 02 engineering and technology, Code smell, 12. Responsible consumption, 11. Sustainability, QA1-939, 0202 electrical engineering, electronic engineering, information engineering, refactoring process, Software design, Code (set theory), Source Code Analysis, Software construction, Computer network, Software engineering, 9. Industry and infrastructure, Software evolution, resource allocation optimization problem, Software development, Computer science, 6. Clean water, Programming language, 13. Climate action, Log Analysis and System Performance Diagnosis, Code refactoring, nhpp modeling framework, Computer Science, Physical Sciences, code smells, Software system, Software Reliability Modeling, Software Reliability Assessment and Prediction, Mathematics, Software, Empirical Studies in Software Engineering, Information Systems

Access URL: https://doaj.org/article/32585ae06b874e98ba07e9cbc6f60e9c
https://doi.org/10.33889/IJMEMS.2023.8.2.013

Comparativa y análisis de tiempos de respuesta y latencia, linux CNC vs. Rasberry Pi OS RT

Authors: Benjamín Vázquez Martínez, Pedro Guevara López, Leobardo Hernández-González, María Teresa Zagaceta Álvarez, José David Muñiz Elizalde

Source: Ciencia Latina Revista Científica Multidisciplinar. 7:7673-7685

Subject Terms: Computer Networks and Communications, Physics, Real-Time Scheduling in Embedded Systems, Raspberry pi, Internet of Things, FOS: Humanities, Computer science, Humanities, Operating system, Hardware and Architecture, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Embedded system, Timing Analysis, Art

Dependence Model Assessment and Selection with DecoupleNets

Authors: Marius Hofert, Avinash Prasad, Mu Zhu

Source: Journal of Computational and Graphical Statistics. 32:1272-1286

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial intelligence, Computer Networks and Communications, Machine Learning (stat.ML), Computational Finance (q-fin.CP), Model selection, Statistics - Applications, Statistics - Computation, 01 natural sciences, Machine Learning (cs.LG), Anomaly Detection in High-Dimensional Data, FOS: Economics and business, Quantitative Finance - Computational Finance, Selection (genetic algorithm), Statistics - Machine Learning, Artificial Intelligence, Machine learning, FOS: Mathematics, Applications (stat.AP), 0101 mathematics, Computation (stat.CO), Statistics, 62H99, 65C60, 60E05, 62M45, 00A72, 65C10, 62M10, Computer science, Log Analysis and System Performance Diagnosis, Risk Management (q-fin.RM), Computer Science, Physical Sciences, Network Intrusion Detection and Defense Mechanisms, Mathematics, Quantitative Finance - Risk Management

Access URL: http://arxiv.org/abs/2202.03406

ParallelC-Assist: Productivity Accelerator Suite Based on Dynamic Instrumentation

Authors: Nachiketa Chatterjee, Srijoni Majumdar, Partha Pratim Das, Amlan Chakrabarti

Source: IEEE Access, Vol 11, Pp 73599-73612 (2023)

Subject Terms: Thread (computing), Computer Networks and Communications, Software quality, Software Diversity, Parallel Computing, Artificial Intelligence, Concurrency, Parallel Computing and Performance Optimization, Multi-threaded issues, Language-based Information Flow Security, Software engineering, Performance Optimization, Software development, Simulation Platforms, memory issues, dynamic instrumentation, Computer science, TK1-9971, Benchmarking, Operating system, Hardware and Architecture, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Debugging, Electrical engineering. Electronics. Nuclear engineering, Software

Access URL: https://doaj.org/article/dde6018dfba14534b231f616312413bd

PI-Link: A Ground-Truth Dataset of Links Between Pull-Requests and Issues in GitHub

Authors: Zakarea Alshara, Anas Shatnawi, Hamzeh Eyal Salman, Abdelhak-Djamel Seriai, Maad Shatnawi

Source: IEEE Access, Vol 11, Pp 697-710 (2023)

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Computer Networks and Communications, Feature (linguistics), link, Ground truth, Documentation, 02 engineering and technology, Agile Software Development in Software Engineering, GitHub, Android, Android (operating system), Image (mathematics), 0202 electrical engineering, electronic engineering, information engineering, Information retrieval, Similarity (geometry), 14. Life underwater, issue, ground-truth dataset, Source code, Data mining, pull-request, Source Code Analysis, Linguistics, User Feedback, 15. Life on land, Computer science, TK1-9971, Programming language, FOS: Philosophy, ethics and religion, World Wide Web, Philosophy, Operating system, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, FOS: Languages and literature, Electrical engineering. Electronics. Nuclear engineering, Software, Empirical Studies in Software Engineering, Information Systems

Access URL: https://doaj.org/article/45a17e7fb29f4632b136a770baecd18b

Improved Metaheuristic Based Failure Prediction with Migration Optimization in Cloud Environment

Authors: K. Karthikeyan, Liyakathunisa Syed, Eman Aljohani, Thavavel Vaiyapuri

Source: Computer Systems Science and Engineering. 45:1641-1654

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Computer Networks and Communications, Metaheuristic, Fog Computing, 02 engineering and technology, Cloud Computing and Big Data Technologies, Dependability, 7. Clean energy, Real-time computing, Reliability engineering, Server, Engineering, Virtualization, Model-driven Performance Prediction, 11. Sustainability, 0202 electrical engineering, electronic engineering, information engineering, Cloud computing, Efficient energy use, Biology, Cloud-Native Architecture, Computer network, Software engineering, Ecology, Internet of Things and Edge Computing, Cloud Computing, Computer science, Virtual machine, Distributed computing, Energy consumption, Operating system, Log Analysis and System Performance Diagnosis, FOS: Biological sciences, Electrical engineering, Computer Science, Physical Sciences, Information Systems

Artificial Bee Colony with Cuckoo Search for Solving Service Composition

Authors: Fadl Dahan, Abdulelah Alwabel

Source: Intelligent Automation & Soft Computing. 35:3385-3402

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Computer Networks and Communications, Economics, Set (abstract data type), Metaheuristic, 02 engineering and technology, Cloud Computing and Big Data Technologies, 7. Clean energy, Workflow, Database, Task (project management), Quality of service, Service (business), Machine learning, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Edge Computing, Economic growth, Cloud-Native Architecture, Artificial bee colony algorithm, Computer network, Internet of Things and Edge Computing, Particle swarm optimization, Mathematical optimization, Cuckoo search, Economy, Computer science, Management, Programming language, Algorithm, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Convergence (economics), Software, Mathematics, Information Systems

Software Defect Prediction Based Ensemble Approach

Authors: J. Harikiran, Bolem Sai Chandana, B. Srinivasarao, B. Raviteja, Tatireddy Subba Reddy

Source: Computer Systems Science and Engineering. 45:2313-2331

Subject Terms: FOS: Computer and information sciences, Artificial intelligence, Computer Networks and Communications, Software Defect Prediction, Software quality, 02 engineering and technology, Software bug, Model-driven Performance Prediction, Machine learning, 0202 electrical engineering, electronic engineering, information engineering, Fault Detection and Correction, 14. Life underwater, Data mining, Software Maintenance, Software development, Computer science, Programming language, Software metric, 13. Climate action, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Software Reliability Modeling, Software Reliability Assessment and Prediction, Classifier (UML), Software, Empirical Studies in Software Engineering, Information Systems

Code Execution with Pre-trained Language Models

Authors: Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, A. Svyatkovskiy, Shihua Fu, Neel Sundaresan, Nan Duan

Source: Findings of the Association for Computational Linguistics: ACL 2023. :4984-4999

Subject Terms: FOS: Computer and information sciences, Code Clone Detection, Artificial intelligence, Computer Science - Artificial Intelligence, Computer Networks and Communications, Set (abstract data type), Redundant code, Computer Science - Software Engineering, Artificial Intelligence, Model-driven Performance Prediction, Key (lock), Source code, Natural Language Processing, Code (set theory), Source Code Analysis, KPI-driven code analysis, Computer Science - Programming Languages, Computer Science - Computation and Language, Python (programming language), Software development, Computer science, Programming language, Software Engineering (cs.SE), Operating system, Artificial Intelligence (cs.AI), Code review, Log Analysis and System Performance Diagnosis, Static program analysis, Computer Science, Physical Sciences, Performance Prediction, Code generation, Computation and Language (cs.CL), Software, Programming Languages (cs.PL), Empirical Studies in Software Engineering, Information Systems

Access URL: http://arxiv.org/abs/2305.05383

A Log Parsing Framework for ALICE O2 Facilities

Authors: Tinnakorn Marlaithong, V. Chibante Barroso, Phond Phunchongharn

Source: IEEE Access, Vol 11, Pp 69439-69457 (2023)

Subject Terms: Artificial intelligence, System Logs, Computer Networks and Communications, online log parser, 7. Clean energy, Machine learning, Key (lock), Data mining, Log Analysis, Parsing, Automated Testing, Automated Software Testing Techniques, Geography, TF-IDF, ALICE experiment, FLP cluster, Computer science, TK1-9971, Intrusion Detection, Programming language, Algorithm, Operating system, machine learning, Log Analysis and System Performance Diagnosis, Computer Science, Physical Sciences, Network Intrusion Detection and Defense Mechanisms, Alice (programming language), Electrical engineering. Electronics. Nuclear engineering, Benchmark (surveying), Software, Geodesy

Access URL: https://doaj.org/article/e6c4a5566c4443af89fd6c147fe5cac6