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Austria, Switzerland

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Employment (6)

LocalStack GmbH: Zurich, CH

2021-03 to present | CTO/CEO (Engineering / Management)
Employment
Source: Self-asserted source
Waldemar Hummer

Zurich Insurance Group (Switzerland): Zurich, CH

2020-03 to 2021-06 | Head of Engineering (Technology / Engineering)
Employment
Source: Self-asserted source
Waldemar Hummer

Advanon AG: Zurich, CH

2019-02 to 2020-03 | CTO (Engineering)
Employment
Source: Self-asserted source
Waldemar Hummer

IBM Research AI: New York, US

2017-09 to 2019-03 | Research Staff Member, Lead Architect
Employment
Source: Self-asserted source
Waldemar Hummer

Atlassian Inc.: Sydney, AU

2016-03 to 2017-09 | Development Team Lead (Engineering)
Employment
Source: Self-asserted source
Waldemar Hummer

TU Wien: Vienna, AT

2010-01 to 2015-10 | Researcher, Teaching and Project Assistant
Employment
Source: Self-asserted source
Waldemar Hummer

Education and qualifications (1)

TU Wien: Vienna, AT

2010-01 to 2014-03 | PhD (Computer Science)
Education
Source: Self-asserted source
Waldemar Hummer

Funding (3)

SIMPLI-CITY - The Road User Information System of the Future

2012-10-01 to 2015-09-30 | Grant
European Commission (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.3799143
GRANT_NUMBER: 318201
Source: Self-asserted source
Waldemar Hummer via DimensionsWizard

INDENICA - Engineering Virtual Domain-Specific Service Platforms

2010-10-01 to 2013-09-30 | Grant
European Commission (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.3807805
GRANT_NUMBER: 257483
Source: Self-asserted source
Waldemar Hummer via DimensionsWizard

Software Services and Systems Network (S-Cube)

2008-03-01 to 2012-02-29 | Grant
European Commission (Brussels, BE)
URL: https://app.dimensions.ai/details/grant/grant.3774857
GRANT_NUMBER: 215483
Source: Self-asserted source
Waldemar Hummer via DimensionsWizard

Works (50 of 60)

Items per page:
Page 1 of 2

Towards a Platform for Smart City-Scale Cognitive Assistance Applications

2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)
2021 | Conference paper
URI:

https://dsg.tuwien.ac.at/team/trausch/pub/disce21-cognitivear.pdf
Source: Self-asserted source
Waldemar Hummer

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

USENIX Conference on Operational Machine Learning (OpML20)
2020 | Conference paper
Source: Self-asserted source
Waldemar Hummer

PipeSim: Trace-driven Simulation of Large-ScaleAI Operations Platforms

arXiv:2006.12587v1
2020 | Conference paper
URI:

https://arxiv.org/pdf/2006.12587.pdf
Source: Self-asserted source
Waldemar Hummer

A Mixed-Method Empirical Study of Function-as-a-Service Software Development in Industrial Practice

Journal of Systems and Software
2019 | Journal article
URI:

http://hummer.io/docs/2018-jss-faas.pdf
Source: Self-asserted source
Waldemar Hummer

ModelOps: Cloud-based Lifecycle Management for Reliable and Trusted AI

International Conference on Cloud Engineering (IC2E)
2019 | Journal article
URI:

http://hummer.io/docs/2019-ic2e-modelops.pdf
Source: Self-asserted source
Waldemar Hummer

Towards a Serverless Platform for Edge AI

2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19)
2019 | Conference paper
Source: Self-asserted source
Waldemar Hummer

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

IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'18)
2018 | Conference paper
URI:

https://arxiv.org/pdf/1805.06801.pdf
Source: Self-asserted source
Waldemar Hummer

An Empirical Analysis of Build Failures in the Continuous Integration Workflows of Java-Based Open-Source Software

14th International Conference on Mining Software Repositories (MSR'17)
2017 | Conference paper
URI:

http://dsg.tuwien.ac.at/staff/trausch/pub/PID4727015.pdf
Source: Self-asserted source
Waldemar Hummer

Scalable Multi-Framework Multi-Tenant Lifecycle Management of Deep Learning Training Jobs

Workshop on ML Systems at NIPS'17
2017 | Conference paper
URI:

http://hummer.io/docs/2017-nips-ffdl.pdf
Source: Self-asserted source
Waldemar Hummer

Asserting Reliable Convergence for Configuration Management Scripts

ACM SIGPLAN Conference on Object-Oriented Programming Systems, Languages, and Applications (OOPSLA'16)
2016 | Conference paper
URI:

http://hummer.io/docs/2016-citac-oopsla.pdf
Source: Self-asserted source
Waldemar Hummer

Context-Aware Personalization for Smart Mobile Cloud Services

2nd Workshop on Intelligent Service Clouds @ ICSOC'15
2015 | Conference paper
URI:

http://hummer.io/docs/2015-context-isc.pdf
Source: Self-asserted source
Waldemar Hummer

JCloudScale: Closing the Gap Between IaaS and PaaS

ACM Transactions on Internet Technology (TOIT)
2015 | Journal article
Source: Self-asserted source
Waldemar Hummer

Nomads - Enabling Distributed Analytical Service Environments for the Smart City domain

22nd IEEE International Conference on Web Services
2015 | Conference paper
Source: Self-asserted source
Waldemar Hummer

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

IEEE International Workshop on the Future of PaaS
2014 | Conference paper
URI:

http://dsg.tuwien.ac.at/staff/hummer/docs/2014-ic2e-comot.pdf
Source: Self-asserted source
Waldemar Hummer

Context-Aware Data Prefetching in Mobile Service Environments

4th IEEE International Conference on Big Data and Cloud Computing (BDCloud2014)
2014 | Conference paper
URI:

http://hummer.io/docs/2014-bdcloud-prefetch.pdf
Source: Self-asserted source
Waldemar Hummer

Enforcing Entailment Constraints in Offline Editing Scenarios for Real-time Collaborative Web Documents

29th ACM Symposium On Applied Computing (SAC)
2014 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Generic Event-Based Monitoring and Adaptation Methodology for Heterogeneous Distributed Systems

Software: Practice and Experience
2014 | Journal article
URI:

http://dsg.tuwien.ac.at/staff/inzinger/dl/SPE\_2014\_monina.pdf
Source: Self-asserted source
Waldemar Hummer

Reliable Provisioning of Data-Centric and Event-Based Applications in the Cloud

2014 | Dissertation or Thesis
URI:

http://dsg.tuwien.ac.at/staff/hummer/docs/dissertation.pdf
Source: Self-asserted source
Waldemar Hummer

Testing Functional Correctness and Idempotence of Software Automation Scripts (Method Claim)

2014 | Other
URI:

http://www.google.com/patents/US9317410
Source: Self-asserted source
Waldemar Hummer

Testing Functional Correctness and Idempotence of Software Automation Scripts (System Claim)

2014 | Other
URI:

https://www.google.ch/patents/US9348738
Source: Self-asserted source
Waldemar Hummer

Automated Testing of Chef Automation Scripts

ACM/IFIP/USENIX Middleware Conference (demo track)
2013 | Conference paper
URI:

http://dsg.tuwien.ac.at/staff/hummer/docs/2013-middleware-chefTest.pdf
Source: Self-asserted source
Waldemar Hummer

Automated Testing of Cloud-based Elastic Systems with AUToCLES

28th IEEE/ACM International Conference on Automated Software Engineering (demo track)
2013 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Data-Driven and Automated Prediction of Service Level Agreement Violations in Service Compositions

Distributed and Parallel Databases
2013 | Journal article
Source: Self-asserted source
Waldemar Hummer

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

17th IEEE International EDOC Conference
2013 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-edoc-lifecycle.pdf
Source: Self-asserted source
Waldemar Hummer

Elastic Stream Processing in the Cloud

Wiley Interdisciplinary Reviews (WIRE), Data Mining and Knowledge Discovery
2013 | Journal article
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-wire-esp.pdf
Source: Self-asserted source
Waldemar Hummer

Enforcement of Entailment Constraints in Distributed Service-Based Business Processes

Information and Software Technology
2013 | Journal article
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-ist-rbac.pdf
Source: Self-asserted source
Waldemar Hummer

Fifty Shades of Grey in SOA Testing

Workshop on Advances in Model Based Testing @ ICST'13
2013 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-amost-soaTest.pdf
Source: Self-asserted source
Waldemar Hummer

Identifying Incompatible Service Implementations using Pooled Decision Trees

28th ACM Symposium on Applied Computing (SAC'13), DADS Track
2013 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-sac-faultDetect.pdf
Source: Self-asserted source
Waldemar Hummer

Model-based Adaptation of Cloud Computing Applications

International Conference on Model-Driven Engineering and Software Development (MODELSWARD), Special Track on Model-driven Software Adaptation (MODA)
2013 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Supporting Customized Views for Access Control Constraints in Real-time Collaborative Web Applications

International Conference on Web Engineering (ICWE)
2013 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Testing Elastic Computing Systems

IEEE Internet Computing
2013 | Journal article
Source: Self-asserted source
Waldemar Hummer

Testing Elastic Systems with Surrogate Models

ICSE Workshop on Combining Modelling and Search-Based Software Engineering (CMSBSE)
2013 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-cmsbse-elasticTest.pdf
Source: Self-asserted source
Waldemar Hummer

Testing Idempotence for Infrastructure as Code

ACM/IFIP/USENIX Middleware Conference
2013 | Conference paper
URI:

http://dsg.tuwien.ac.at/staff/hummer/docs/2013-middleware-iac.pdf
Source: Self-asserted source
Waldemar Hummer

Testing of Data-Centric and Event-Based Dynamic Service Compositions

Software Testing, Verification and Reliability
2013 | Journal article
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2013-stvr-tecos.pdf
Source: Self-asserted source
Waldemar Hummer

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

IEEE Internet Computing
2013 | Journal article
Source: Self-asserted source
Waldemar Hummer

A Monitoring Data Set for Evaluating QoS-Aware Service-Based Systems

4th International Workshop on Principles of Engineering Service-Oriented Systems (PESOS), co-located with ICSE'12
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Application-Level Performance Monitoring of Cloud Services Based on the Complex Event Processing Paradigm

IEEE International Conference on Service-Oriented Computing and Applications (SOCA'12)
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

CloudScale - a Novel Middleware for Building Transparently Scaling Cloud Applications

27th ACM Symposium on Applied Computing (SAC'12), Cloud Computing Track
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Cost-Based Optimization of Service Compositions

IEEE Transactions on Services Computing (TSC)
2012 | Journal article
Source: Self-asserted source
Waldemar Hummer

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

IEEE International Conference on Cloud Computing (CLOUD'12)
2012 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2012-cloud-scheduling.pdf
Source: Self-asserted source
Waldemar Hummer

Deriving a Unified Fault Taxonomy for Event-Based Systems

6th ACM International Conference on Distributed Event-Based Systems (DEBS'12)
2012 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2012-debs-taxonomy.pdf
Source: Self-asserted source
Waldemar Hummer

Identifying Incompatible Implementations of Industry Standard Service Interfaces for Dependable Service-Based Applications

2012 | Other
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/TUV-1841-2012-1.pdf
Source: Self-asserted source
Waldemar Hummer

Non-Intrusive Policy Optimization for Dependable and Adaptive Service-Oriented Systems

Proceedings of the 2012 ACM Symposium on Applied Computing (SAC'12)
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Specification and Deployment of Distributed Monitoring and Adaptation Infrastructures

2nd Int. Workshop on Performance Assessment and Auditing in Service Computing (co-located with ICSOC'12)
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

Towards Identifying Root Causes of Faults in Service-Based Applications

31st International Symposium on Reliable Distributed Systems (SRDS)
2012 | Conference paper
Source: Self-asserted source
Waldemar Hummer

An Integrated Approach for Identity and Access Management in a SOA Context

16th ACM Symposium on Access Control Models and Technologies (SACMAT'11)
2011 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2011-sacmat-rbac.pdf
Source: Self-asserted source
Waldemar Hummer

Cost-Based Optimization of Service Compositions

2011 | Other
URI:

http://www.infosys.tuwien.ac.at/staff/leitner/TUV-1841-2011-01.pdf
Source: Self-asserted source
Waldemar Hummer

Distributed Continuous Data Aggregation Over Web Service Event Streams

2011 | Other
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/TUV-1841-2011-4.pdf
Source: Self-asserted source
Waldemar Hummer

Distributed Continuous Queries Over Web Service Event Streams

7th International Conference on Next Generation Web Services Practices (NWeSP'11)
2011 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2011-nwesp-cep.pdf
Source: Self-asserted source
Waldemar Hummer

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

1st International Symposium on Secure Virtual Infrastructures (DOA-SVI'11), OnTheMove Federated Conferences
2011 | Conference paper
URI:

http://www.infosys.tuwien.ac.at/staff/hummer/docs/2011-doa-migration.pdf
Source: Self-asserted source
Waldemar Hummer
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