John Steinbacher

According to our database, John Steinbacher authored at least 21 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Anomaly Detection in Large-Scale Cloud Systems: An Industry Case and Dataset.

Mohammad Saiful Islam, Mohamed Sami Rakha, William Pourmajidi, Janakan Sivaloganathan, John Steinbacher, Andriy V. Miranskyy

CoRR, 2024

CloudHeatMap: Heatmap-Based Monitoring for Large-Scale Cloud Systems.

Sarah Sohana, William Pourmajidi, John Steinbacher, Andriy V. Miranskyy

CoRR, 2024

A Systematic Literature Review on Continuous Integration and Deployment (CI/CD) for Secure Cloud Computing.

Sabbir M. Saleh, Nazim H. Madhavji, John Steinbacher

Proceedings of the 20th International Conference on Web Information Systems and Technologies, 2024

Blockchain for Securing CI/CD Pipeline: A Review on Tools, Frameworks, and Challenges.

Sabbir M. Saleh, Nazim H. Madhavji, John Steinbacher

Proceedings of the 7th Conference on Cloud and Internet of Things, 2024

Advancing Software Security and Reliability in Cloud Platforms through AI-based Anomaly Detection.

Sabbir M. Saleh, Ibrahim Mohammed Sayem, Nazim H. Madhavji, John Steinbacher

Proceedings of the 2024 on Cloud Computing Security Workshop, 2024

2023

Immutable Log Storage as a Service on Private and Public Blockchains.

William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy V. Miranskyy

IEEE Trans. Serv. Comput., 2023

Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text.

Yasmen Wahba, Nazim H. Madhavji, John Steinbacher

CoRR, 2023

A Reference Architecture for Observability and Compliance of Cloud Native Applications.

William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy V. Miranskyy

CoRR, 2023

A Hybrid Continual Learning Approach for Efficient Hierarchical Classification of IT Support Tickets in the Presence of Class Overlap.

Yasmen Wahba, Nazim H. Madhavji, John Steinbacher

Proceedings of the IEEE International Conference on Industrial Technology, 2023

MAGen: A Tool for Generating Microservice-Based Skeleton Applications.

Haoran Wei, Nazim H. Madhavji, John Steinbacher

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

2022

A Comparison of SVM Against Pre-trained Language Models (PLMs) for Text Classification Tasks.

Yasmen Wahba, Nazim H. Madhavji, John Steinbacher

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

A Hybrid Machine Learning Model for Efficient Classification of IT Support Tickets in The Presence of Class Overlap.

Yasmen Wahba, Nazim H. Madhavji, John Steinbacher

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

2021

Anomaly Detection in a Large-Scale Cloud Platform.

Mohammad Saiful Islam, William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy V. Miranskyy

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2021

2020

Evaluating the effectiveness of static word embeddings on the classification of IT support tickets.

Yasmen Wahba, Nazim H. Madhavji, John Steinbacher

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

2019

Dogfooding: use IBM Cloud services to monitor IBM Cloud infrastructure.

William Pourmajidi, Andriy V. Miranskyy, John Steinbacher, Tony Erwin, David Godwin

CoRR, 2019

Immutable log storage as a service.

William Pourmajidi, Lei Zhang, John Steinbacher, Tony Erwin, Andriy V. Miranskyy

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Dogfooding: using IBM cloud services to monitor IBM cloud infrastructure.

William Pourmajidi, Andriy V. Miranskyy, John Steinbacher, Tony Erwin, David Godwin

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

Taming services for IBM cloud.

Nazim H. Madhavji, John Steinbacher, Andriy V. Miranskyy, Tony Erwin, Ahmed Ibrahim, Priyanka P. Naikade, William Pourmajidi, Lei Zhang, Yasmen Wahba

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

2018

Best practices and lessons learned in microservices.

Julia Rubin, Yingying Wang, Harshavardhan Kadiyala, John Steinbacher, Tony Erwin

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

2017

Supporting Microservice Evolution.

Adalberto R. Sampaio, Harshavardhan Kadiyala, Bo Hu, John Steinbacher, Tony Erwin, Nelson S. Rosa, Ivan Beschastnikh, Julia Rubin

Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

On Challenges of Cloud Monitoring.

William Pourmajidi, John Steinbacher, Tony Erwin, Andriy V. Miranskyy

Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017