Publications

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Number of publications matching the search criterion: 18

Licentiate Thesis (1)

Machine Learning-Assisted Performance Assurance (Jun 2020)
Mahshid Helali Moghadam

Journal article (3)

Towards a Verification-Driven Iterative Development of Software for Safety-Critical Cyber-Physical Systems (May 2021)
Marjan Sirjani, Luciana Provenzano, Sara Abbaspour Asadollah, Mahshid Helali Moghadam, Mehrdad Saadatmand
Journal of Internet Services and Applications (JISA)

An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning (Mar 2021)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
Software Quality Journal (Springer) (SQJ)

Makespan reduction for dynamic workloads in cluster-based data grids using reinforcement-learning based scheduling (Jan 2018)
Mahshid Helali Moghadam, Seyed Morteza Babamir
Journal of Computational Science (J COMPUT SCI)

Conference/Workshop Paper (14)

Efficient and Effective Generation of Test Cases for Pedestrian Detection – Search-based Software Testing of Baidu Apollo in SVL (Aug 2021)
Hamid Ebadi , Mahshid Helali Moghadam, Markus Borg , Gregory Gay , Afonso Fontes , Kasper Socha
The Third IEEE International Conference on Artificial Intelligence Testing (AITest'21)

A Population-Based Automatic Clustering Algorithm for Image Segmentation (Jul 2021)
Seyed Jalaleddin Mousavirad , Gerald Schaefer , Mahshid Helali Moghadam, Mehrdad Saadatmand
The Genetic and Evolutionary Computation Conference Companion 2021 (GECCOC 2021)

Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent (Jul 2021)
Mahshid Helali Moghadam, Golrokh Hamidi , Markus Borg , Mehrdad Saadatmand , Markus Bohlin, Björn Lisper, Pasqualina Potena
2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021)

Deeper at the SBST 2021 Tool Competition: ADAS Testing Using Multi-Objective Search (May 2021)
Mahshid Helali Moghadam, Markus Borg , Seyed Jalaleddin Mousavirad
2021 IEEE/ACM 14th International Workshop on Search-Based Software Testing, Co-located with ICSE 2021 (SBST 2021)

Automated Performance Testing Based on Active Deep Learning (May 2021)
Ali Sedaghatbaf, Mahshid Helali Moghadam, Mehrdad Saadatmand
2nd ACM/IEEE International Conference on Automation of Software Test (AST 2021)

Poster: Performance Testing Driven by Reinforcement Learning (Oct 2020)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
IEEE 13th International Conference on Software Testing, Validation and Verification (ICST2020)

From Requirements to Verifiable Executable Models using Rebeca (Sep 2020)
Marjan Sirjani, Luciana Provenzano, Sara Abbaspour Asadollah, Mahshid Helali Moghadam
Software Engineering and Formal Methods Collocated Workshops 2020 (SEFMW 2020)

Machine Learning-Assisted Performance Testing (Aug 2019)
Mahshid Helali Moghadam
ESEC/FSE ACM Student Research Competition (ESEC/FSE SRC'19)

Machine Learning to Guide Performance Testing: An Autonomous Test Framework (Apr 2019)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

Adaptive Runtime Response Time Control in PLC-based Real-Time Systems using Reinforcement Learning (May 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
13th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 18)

Learning-based Response Time Analysis in Real-Time Embedded Systems: A Simulation-based Approach (May 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
1st International Workshop on Software Qualities and their Dependencies, located at the International Conference of Software Engineering (ICSE) 2018 (SQUADE'18)

Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System (Apr 2018)
Mahshid Helali Moghadam, Mehrdad Saadatmand , Markus Borg , Markus Bohlin, Björn Lisper
ICST Workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems (ITEQS'18)

Adaptive Service Performance Control using Cooperative Fuzzy Reinforcement Learning in Virtualized Environments (Dec 2017)
Olumuyiwa Ibidunmoye , Mahshid Helali Moghadam, Ewnetu Bayuh Lakew , Erik Elmroth
10th IEEE/ACM International Conference on Utility and Cloud Computing (UCC'17)

A Multi-Objective Optimization Model for Data-Intensive Workflow Scheduling in Data Grids (Nov 2016)
Mahshid Helali Moghadam, Seyed Morteza Babamir , Meghdad Mirabi
IEEE International LCN Workshop on Cloud-based Networks and Applications (IEEE CloudNA'16)

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