Waldemar Hummer

According to our database, Waldemar Hummer authored at least 50 papers between 2010 and 2021.

Collaborative distances:

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

2021

Towards a Platform for Smart City-Scale Cognitive Assistance Applications.

Thomas Rausch, Waldemar Hummer, Christian Stippel, Silvio Vasiljevic, Carmine Elvezio, Schahram Dustdar, Katharina Krösl

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021

2020

PipeSim: Trace-driven Simulation of Large-Scale AI Operations Platforms.

Thomas Rausch, Waldemar Hummer, Vinod Muthusamy

CoRR, 2020

An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms.

Thomas Rausch, Waldemar Hummer, Vinod Muthusamy

Proceedings of the 2020 USENIX Conference on Operational Machine Learning, 2020

2019

ModelOps: Cloud-Based Lifecycle Management for Reliable and Trusted AI.

Waldemar Hummer, Vinod Muthusamy, Thomas Rausch, Parijat Dube, Kaoutar El Maghraoui, Anupama Murthi, Punleuk Oum

Proceedings of the IEEE International Conference on Cloud Engineering, 2019

Towards a Serverless Platform for Edge AI.

Thomas Rausch, Waldemar Hummer, Vinod Muthusamy, Alexander Rashed, Schahram Dustdar

Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

2018

A mixed-method empirical study of Function-as-a-Service software development in industrial practice.

Philipp Leitner, Erik Wittern, Josef Spillner, Waldemar Hummer

PeerJ Prepr., 2018

Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform.

Scott Boag, Parijat Dube, Kaoutar El Maghraoui, Benjamin Herta, Waldemar Hummer, K. R. Jayaram, Rania Khalaf, Vinod Muthusamy, Michael H. Kalantar, Archit Verma

Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2018

2017

An empirical analysis of build failures in the continuous integration workflows of Java-based open-source software.

Thomas Rausch, Waldemar Hummer, Philipp Leitner, Stefan Schulte

Proceedings of the 14th International Conference on Mining Software Repositories, 2017

2016

Asserting reliable convergence for configuration management scripts.

Oliver Hanappi, Waldemar Hummer, Schahram Dustdar

Proceedings of the 2016 ACM SIGPLAN International Conference on Object-Oriented Programming, 2016

2015

JCloudScale: Closing the Gap Between IaaS and PaaS.

Rostyslav Zabolotnyi, Philipp Leitner, Waldemar Hummer, Schahram Dustdar

ACM Trans. Internet Techn., 2015

Nomads - Enabling Distributed Analytical Service Environments for the Smart City Domain.

Johannes M. Schleicher, Michael Vögler, Christian Inzinger, Waldemar Hummer, Schahram Dustdar

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Context-Aware Personalization for Smart Mobile Cloud Services.

Waldemar Hummer, Stefan Schulte

Proceedings of the Service-Oriented Computing - ICSOC 2015 Workshops, 2015

2014

Generic event-based monitoring and adaptation methodology for heterogeneous distributed systems.

Christian Inzinger, Waldemar Hummer, Benjamin Satzger, Philipp Leitner, Schahram Dustdar

Softw. Pract. Exp., 2014

Enforcing entailment constraints in offline editing scenarios for real-time collaborative web documents.

Patrick Gaubatz, Waldemar Hummer, Uwe Zdun, Mark Strembeck

Proceedings of the Symposium on Applied Computing, 2014

CoMoT - A Platform-as-a-Service for Elasticity in the Cloud.

Hong Linh Truong, Schahram Dustdar, Georgiana Copil, Alessio Gambi, Waldemar Hummer, Duc-Hung Le, Daniel Moldovan

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Context-Aware Data Prefetching in Mobile Service Environments.

Waldemar Hummer, Stefan Schulte, Philipp Hoenisch, Schahram Dustdar

Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013

Elastic stream processing in the Cloud.

Waldemar Hummer, Benjamin Satzger, Schahram Dustdar

WIREs Data Mining Knowl. Discov., 2013

Cost-Based Optimization of Service Compositions.

Philipp Leitner, Waldemar Hummer, Schahram Dustdar

IEEE Trans. Serv. Comput., 2013

Testing of data-centric and event-based dynamic service compositions.

Waldemar Hummer, Orna Raz, Onn Shehory, Philipp Leitner, Schahram Dustdar

Softw. Test. Verification Reliab., 2013

Winds of Change: From Vendor Lock-In to the Meta Cloud.

Benjamin Satzger, Waldemar Hummer, Christian Inzinger, Philipp Leitner, Schahram Dustdar

IEEE Internet Comput., 2013

Testing Elastic Computing Systems.

Alessio Gambi, Waldemar Hummer, Hong Linh Truong, Schahram Dustdar

IEEE Internet Comput., 2013

Enforcement of entailment constraints in distributed service-based business processes.

Waldemar Hummer, Patrick Gaubatz, Mark Strembeck, Uwe Zdun, Schahram Dustdar

Inf. Softw. Technol., 2013

Data-driven and automated prediction of service level agreement violations in service compositions.

Philipp Leitner, Johannes Ferner, Waldemar Hummer, Schahram Dustdar

Distributed Parallel Databases, 2013

Identifying incompatible service implementations using pooled decision trees.

Christian Inzinger, Waldemar Hummer, Benjamin Satzger, Philipp Leitner, Schahram Dustdar

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Model-based Adaptation of Cloud Computing Applications.

Christian Inzinger, Benjamin Satzger, Philipp Leitner, Waldemar Hummer, Schahram Dustdar

Proceedings of the MODELSWARD 2013 - Proceedings of the 1st International Conference on Model-Driven Engineering and Software Development, Barcelona, Spain, 19, 2013

Automated testing of chef automation scripts.

Waldemar Hummer, Florian Rosenberg, Fábio Oliveira, Tamar Eilam

Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013

Testing Idempotence for Infrastructure as Code.

Waldemar Hummer, Florian Rosenberg, Fábio Oliveira, Tamar Eilam

Proceedings of the Middleware 2013, 2013

Automated testing of cloud-based elastic systems with AUToCLES.

Alessio Gambi, Waldemar Hummer, Schahram Dustdar

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

Supporting Customized Views for Enforcing Access Control Constraints in Real-Time Collaborative Web Applications.

Patrick Gaubatz, Waldemar Hummer, Uwe Zdun, Mark Strembeck

Proceedings of the Web Engineering - 13th International Conference, 2013

Fifty Shades of Grey in SOA Testing.

Franz Wotawa, Marco Schulz, Ingo Pill, Seema Jehan, Philipp Leitner, Waldemar Hummer, Stefan Schulte, Philipp Hoenisch, Schahram Dustdar

Proceedings of the Sixth IEEE International Conference on Software Testing, 2013

Specification and Deployment of Distributed Monitoring and Adaptation Infrastructures.

Christian Inzinger, Benjamin Satzger, Waldemar Hummer, Schahram Dustdar

Proceedings of the Service-Oriented Computing - ICSOC 2012 Workshops, 2013

Testing elastic systems with surrogate models.

Alessio Gambi, Waldemar Hummer, Schahram Dustdar

Proceedings of the 1st International Workshop on Combining Modelling and Search-Based Software Engineering, 2013

Decisions, Models, and Monitoring - A Lifecycle Model for the Evolution of Service-Based Systems.

Christian Inzinger, Waldemar Hummer, Ioanna Lytra, Philipp Leitner, Huy Tran, Uwe Zdun, Schahram Dustdar

Proceedings of the 17th IEEE International Enterprise Distributed Object Computing Conference, 2013

2012

Towards Identifying Root Causes of Faults in Service-Based Applications.

Christian Inzinger, Waldemar Hummer, Benjamin Satzger, Philipp Leitner, Schahram Dustdar

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Application-level performance monitoring of cloud services based on the complex event processing paradigm.

Philipp Leitner, Christian Inzinger, Waldemar Hummer, Benjamin Satzger, Schahram Dustdar

Proceedings of the 2012 Fifth IEEE International Conference on Service-Oriented Computing and Applications (SOCA), 2012

CloudScale: a novel middleware for building transparently scaling cloud applications.

Philipp Leitner, Benjamin Satzger, Waldemar Hummer, Christian Inzinger, Schahram Dustdar

Proceedings of the ACM Symposium on Applied Computing, 2012

Non-intrusive policy optimization for dependable and adaptive service-oriented systems.

Christian Inzinger, Benjamin Satzger, Waldemar Hummer, Philipp Leitner, Schahram Dustdar

Proceedings of the ACM Symposium on Applied Computing, 2012

A monitoring data set for evaluating QoS-aware service-based systems.

Philipp Leitner, Waldemar Hummer, Schahram Dustdar

Proceedings of the 4th International ICSE Workshop on Principles of Engineering Service-Oriented Systems, 2012

Deriving a unified fault taxonomy for event-based systems.

Waldemar Hummer, Christian Inzinger, Philipp Leitner, Benjamin Satzger, Schahram Dustdar

Proceedings of the Sixth ACM International Conference on Distributed Event-Based Systems, 2012

Cost-Efficient and Application SLA-Aware Client Side Request Scheduling in an Infrastructure-as-a-Service Cloud.

Philipp Leitner, Waldemar Hummer, Benjamin Satzger, Christian Inzinger, Schahram Dustdar

Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011

SEPL - a domain-specific language and execution environment for protocols of stateful Web services.

Waldemar Hummer, Philipp Leitner, Schahram Dustdar

Distributed Parallel Databases, 2011

Stepwise and Asynchronous Runtime Optimization of Web Service Compositions.

Philipp Leitner, Waldemar Hummer, Benjamin Satzger, Schahram Dustdar

Proceedings of the Web Information System Engineering - WISE 2011, 2011

An integrated approach for identity and access management in a SOA context.

Waldemar Hummer, Patrick Gaubatz, Mark Strembeck, Uwe Zdun, Schahram Dustdar

Proceedings of the 16th ACM Symposium on Access Control Models and Technologies, 2011

WS-Aggregation: distributed aggregation of web services data.

Waldemar Hummer, Philipp Leitner, Schahram Dustdar

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Dynamic Migration of Processing Elements for Optimized Query Execution in Event-Based Systems.

Waldemar Hummer, Philipp Leitner, Benjamin Satzger, Schahram Dustdar

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2011, 2011

Test Coverage of Data-Centric Dynamic Compositions in Service-Based Systems.

Waldemar Hummer, Orna Raz, Onn Shehory, Philipp Leitner, Schahram Dustdar

Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

Towards efficient measuring of web services API coverage.

Waldemar Hummer, Orna Raz, Schahram Dustdar

Proceedings of the 3rd International Workshop on Principles of Engineering Service-Oriented Systems, 2011

Esc: Towards an Elastic Stream Computing Platform for the Cloud.

Benjamin Satzger, Waldemar Hummer, Philipp Leitner, Schahram Dustdar

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

Preventing SLA Violations in Service Compositions Using Aspect-Based Fragment Substitution.

Philipp Leitner, Branimir Wetzstein, Dimka Karastoyanova, Waldemar Hummer, Schahram Dustdar, Frank Leymann

Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

A step-by-step debugging technique to facilitate mashup development and maintenance.

Waldemar Hummer, Philipp Leitner, Schahram Dustdar

Proceedings of the 3rd and 4th International Workshop on Web APIs and Services Mashups, 2010