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Odej Kao

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

130

Venues

58

Active years

2000–2026

Best venue rank

A*

Where they publish

Papers

130 indexed papers, newest first.

YearVenueTitleAuthors
2026CCGRIDExploring Silent Data Corruption as a Reliability Challenge in LLM Training.Anton Altenbernd, Philipp Wiesner, Odej Kao
2026CCGRIDAbout the Influence of Workflow Topology on Task Intensity Prediction Through Graph Learning.Max Otto, Haci Ismail Aslan, Joel Witzke, Jonathan Bader, Odej Kao
2026CLOSERImproving Cost-Performance Efficiency of Scientific Cloud Workflows through GPU Sharing.Matheus M. Costa, Tiago Ferreto, Csar A. F. De Rose, Odej Kao, Philippe O. A. Navaux, Arthur Francisco Lorenzon
2026WACVAccuracy Versus Efficiency in Model Selection for Remote Sensing Scientific Workflows.Diellza Sherifi Iseni, Jonathan Bader, Francisco Mena, Odej Kao
2025CCGRIDFlora: Efficient Cloud Resource Selection for Big Data Processing Via Job Classification.Jonathan Will, Lauritz Thamsen, Jonathan Bader, Odej Kao
2025GIEvaluating Unstructured Log Parsing Techniques for Log Anomaly Detection.Sanika Nair, JonathanWill, Odej Kao
2025ICFECTowards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum.Amjad Ullah, Andrs Mrkus, Haci Ismail Aslan, Tams Kiss, Jzsef Kovcs, James Deslauriers, Amy L. Murphy, Yiming Wang, Odej Kao
2025IPCCCAdaptive LLM Routing for Scientific Workflows: Predicting Query Complexity to Optimize Cost.Jonas Thierfeldt, Dominik Scheinert, Thorsten Wittkopp, Odej Kao
2025ICSOCQONNECT: A QoS-Aware Orchestration System for Distributed Kubernetes Clusters.Haci Ismail Aslan, Syed Muhammad Mahmudul Haque, Joel Witzke, Odej Kao
2025SCOptimizing Microgrid Composition for Sustainable Data Centers.Julius Irion, Philipp Wiesner, Jonathan Bader, Odej Kao
2025SBAC-PADRevisiting Gradient Staleness: Evaluating Distance Metrics for Asynchronous Federated Learning Aggregation.Patrick Wilhelm, Odej Kao
2024AINASwarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum.Tams Kiss, Amjad Ullah, Gbor Terstynszky, Odej Kao, Sren Becker, Yiannis Verginadis, Antonis Michalas, Vlado Stankovski, Attila Kertsz, Elisa Ricci, Jrn Altmann, Bernhard Egger, Francesco Tusa, Jzsef Kovcs, Rbert Lovas
2024CLUSTERSizey: Memory-Efficient Execution of Scientific Workflow Tasks.Jonathan Bader, Fabian Skalski, Fabian Lehmann, Dominik Scheinert, Jonathan Will, Lauritz Thamsen, Odej Kao
2024DSNInvestigating Memory Failure Prediction Across CPU Architectures.Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao
2024EuroParLogRCA: Log-Based Root Cause Analysis for Distributed Services.Thorsten Wittkopp, Philipp Wiesner, Odej Kao
2024ICDCSUnveiling DRAM Failures Across Different CPU Architectures in Large-Scale Datacenters.Qiao Yu, Jorge Cardoso, Odej Kao
2023DSNHiMFP: Hierarchical Intelligent Memory Failure Prediction for Cloud Service Reliability.Qiao Yu, Wengui Zhang, Paolo Notaro, Soroush Haeri, Jorge Cardoso, Odej Kao
2023IC2EEvaluation of Data Enrichment Methods for Distributed Stream Processing Systems.Dominik Scheinert, Fabian Casares, Morgan K. Geldenhuys, Kevin Styp-Rekowski, Odej Kao
2023ICCADExploring Error Bits for Memory Failure Prediction: An In-Depth Correlative Study.Qiao Yu, Wengui Zhang, Jorge Cardoso, Odej Kao
2023ICDMProgressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis.Thorsten Wittkopp, Alexander Acker, Odej Kao
2023IPCCCKarasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics.Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, Odej Kao
2023ICSEAuto-Logging: AI-centred Logging Instrumentation.Jasmin Bogatinovski, Odej Kao
2023ICSOCCarbon-Awareness in CI/CD.Henrik Claen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao
2023SSDBMSelecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing?Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao
2022CCGRIDFailure Identification from Unstable Log Data using Deep Learning.Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao
2022EuroParCucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads.Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao
2022EuroSysSyncMesh: improving data locality for function-as-a-service in meshed edge networks.Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao
2022FedCSISKhaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing.Morgan Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Lauritz Thamsen, Odej Kao
2022IC2ENetwork Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward.Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao
2022IC2EIoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments.Markus Toll, Ilja Behnke, Odej Kao
2022IC2EGet Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing.Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao
2022IC2EMagpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning.Houkun Zhu, Dominik Scheinert, Lauritz Thamsen, Kain Kordian Gontarska, Odej Kao
2022ICDMMacaw: The Machine Learning Magnetometer Calibration Workflow.Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao
2022ICFECEfficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams.Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022IPCCCReshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures.Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao
2022ICWSPhoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads.Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2022ISORCDifferentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems.Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, Odej Kao
2022SSDBMLotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters.Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao
2021CCGRIDTowards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms.Ana Juan Ferrer, Sren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2021CLUSTERBellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts.Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao
2021IC2EC3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds.Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Jonathan Bader, Odej Kao
2021IPCCCEdgePier: P2P-based Container Image Distribution in Edge Computing Environments.Soeren Becker, Florian Schmidt, Odej Kao
2021IPCCCEnel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation.Dominik Scheinert, Houkun Zhu, Lauritz Thamsen, Morgan K. Geldenhuys, Jonathan Will, Alexander Acker, Odej Kao
2021ICSOCA Taxonomy of Anomalies in Log Data.Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao
2020FedCSISSuperiority of Simplicity: A Lightweight Model for Network Device Workload Prediction.Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao
2020ICCCNAI-Governance and Levels of Automation for AIOps-supported System Administration.Anton Gulenko, Alexander Acker, Odej Kao, Feng Liu
2020ICCCNFingerprinting Analog IoT Sensors for Secret-Free Authentication.Felix Lorenz, Lauritz Thamsen, Andreas Wilke, Ilja Behnke, Jens Waldmller-Littke, Ilya Komarov, Odej Kao, Manfred Paeschke
2020ICDMSelf-Attentive Classification-Based Anomaly Detection in Unstructured Logs.Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao
2020IPCCCInterrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?Ilja Behnke, Lukas Pirl, Lauritz Thamsen, Robert Danicki, Andreas Polze, Odej Kao
2020ICSOCPerformance Diagnosis in Cloud Microservices Using Deep Learning.Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao
2020NOMSMicroRCA: Root Cause Localization of Performance Issues in Microservices.Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao
2020UCCSelf-Supervised Anomaly Detection from Distributed Traces.Jasmin Bogatinovski, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2020UCCMicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems.Li Wu, Johan Tordsson, Alexander Acker, Odej Kao
2019CCGRIDAnomaly Detection and Classification using Distributed Tracing and Deep Learning.Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2019EuroParHugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs.Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vincius Meyer, Miguel G. Xavier, Odej Kao, Csar A. F. De Rose
2019ICCSASilent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring.Marcel Wallschlger, Alexander Acker, Odej Kao
2019UCCHctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds.Ilja Behnke, Lauritz Thamsen, Odej Kao
2018CloudComOnline Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems.Alexander Acker, Florian Schmidt, Anton Gulenko, Odej Kao
2018CloudComUnsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima.Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschlger, Alexander Acker, Odej Kao
2018CloudComCoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters.Ilya Verbitskiy, Lauritz Thamsen, Thomas Renner, Odej Kao
2018ICWSIFTM - Unsupervised Anomaly Detection for Virtualized Network Function Services.Florian Schmidt, Anton Gulenko, Marcel Wallschlger, Alexander Acker, Vincent Hennig, Feng Liu, Odej Kao
2018PDPEndolith: A Blockchain-Based Framework to Enhance Data Retention in Cloud Storages.Thomas Renner, Johannes Mller, Odej Kao
2018UCCUnsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima.Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschlger, Alexander Acker, Odej Kao
2017BigDataScheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference.Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, Odej Kao
2017CloudComEllis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets.Lauritz Thamsen, Ilya Verbitskiy, Jossekin Beilharz, Thomas Renner, Andreas Polze, Odej Kao
2017DATAAdaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring.Thomas Renner, Lauritz Thamsen, Odej Kao
2017FNCAutomated Anomaly Detection in Virtualized Services Using Deep Packet Inspection.Marcel Wallschlger, Anton Gulenko, Florian Schmidt, Odej Kao, Feng Liu
2017PDCATSMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows.Jannis Koch, Lauritz Thamsen, Florian Schmidt, Odej Kao
2016FNCA System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems.Anton Gulenko, Marcel Wallschlger, Florian Schmidt, Odej Kao, Feng Liu
2016FNCMAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks.Marc Koerner, Odej Kao
2016IPCCCSelecting resources for distributed dataflow systems according to runtime targets.Lauritz Thamsen, Ilya Verbitskiy, Florian Schmidt, Thomas Renner, Odej Kao
2016UICProgress Estimation in Parallel Data Processing Systems.Mareike Hger, Odej Kao
2016UICWhen to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink.Ilya Verbitskiy, Lauritz Thamsen, Odej Kao
2016TridentComThe ASCETiC Testbed - An Energy Efficient Cloud Computing Environment.Marc Krner, Alexander Stanik, Odej Kao, Marcel Wallschlger, Sren Becker
2015IC2EDesign and Implementation of a Cloud-Federation Agent for Software Defined Networking.Constantin Gaul, Marc Koerner, Odej Kao
2015ICDCSElastic Stream Processing with Latency Guarantees.Bjrn Lohrmann, Peter Janacik, Odej Kao
2015LCNEvaluation of a cloud federation approach based on Software Defined Networking.Marc Koerner, Constantin Gaul, Odej Kao
2015SIGMODImplicit Parallelism through Deep Language Embedding.Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl
2014CCGRIDMO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions.Alexander Stanik, Odej Kao, Rui Martins, Antonio Cruz, Dimitrios Tektonidis
2014CloudComApplying QoS in Software Defined Networks by Using WS-agreement.Marc Koerner, Alexander Stanik, Odej Kao
2014CloudComAutonomous Agreement-Mediation Based on WS-agreement for Improving Cloud SLAs.Alexander Stanik, Fridtjof Sander, Odej Kao
2014COMSNETSOftables: A distributed packet filter.Marc Koerner, Odej Kao
2014FNCEvaluating SDN based Rack-to-Rack Multi-path Switching for Data-center Networks.Marc Koerner, Odej Kao
2014MEDIReplicated Convergent Data Containers.Tobias Herb, Odej Kao
2014UICThe Device Cloud - Applying Cloud Computing Concepts to the Internet of Things.Thomas Renner, Andreas Kliem, Odej Kao
2014UCCPortable SDN Applications on the PaaS Layer.Thomas Renner, Alexander Stanik, Marc Krner, Odej Kao
2013EuroParTopic 6: Grid, Cluster and Cloud Computing - (Introduction).Erwin Laure, Odej Kao, Rosa M. Badia, Laurent Lefvre, Beniamino Di Martino, Radu Prodan, Matteo Turilli, Daniel Warneke
2013HealthComCoSeMed - cooperative and secure medical device cloud.Andreas Kliem, Odej Kao
2012CloudComHardware as a Service (HaaS): Physical and virtual hardware on demand.Alexander Stanik, Matthias Hovestadt, Odej Kao
2012COMSNETSCharacterizing latency in periodic P2P hypercube gossiping.Philipp Berndt, Matthias Hovestadt, Odej Kao
2012FedCSISStandardization Approaches within Cloud Computing: Evaluation of Infrastructure as a Service Architecture.Stine Labes, Alexander Stanik, Jonas Repschlger, Odej Kao, Rdiger Zarnekow
2012HPDCMassively-parallel stream processing under QoS constraints with Nephele.Bjrn Lohrmann, Daniel Warneke, Odej Kao
2012HPSRMultiple service load-balancing with OpenFlow.Marc Koerner, Odej Kao
2011BTWMapReduce and PACT - Comparing Data Parallel Programming Models.Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2011CCGRIDInferring Network Topologies in Infrastructure as a Service Cloud.Dominic Battr, Natalia Frejnik, Siddhant Goel, Odej Kao, Daniel Warneke
2011ETFATowards self-organization of networked medical devices.Andreas Kliem, Joachim Hnsel, Matthias Hovestadt, Michael John, Odej Kao
2011GIVirtualisierung als grundlage fr modernen IT-betrieb.Odej Kao
2011ICPADSScalable Distributed Processing of Spatial Point Data.Martin Raack, Odej Kao
2010CLOUDNephele/PACTs: a programming model and execution framework for web-scale analytical processing.Dominic Battr, Stephan Ewen, Fabian Hueske, Odej Kao, Volker Markl, Daniel Warneke
2009CCGRIDExtending Pastry by an Alphanumerical Overlay.Dominic Battr, Andr Hing, Martin Raack, Ulf Rerrer-Brusch, Odej Kao
2009EuroParUsing UNICORE and WS-BPEL for Scientific Workflow Execution in Grid Environments.Guido Scherp, Andr Hing, Stefan Gudenkauf, Wilhelm Hasselbring, Odej Kao
2009ICPADSPapnet: A Proximity-aware Alphanumeric Overlay Supporting Ganesan On-Line Load Balancing.Martin Raack, Dominic Battr, Andr Hing, Odej Kao
2009SCNephele: efficient parallel data processing in the cloud.Daniel Warneke, Odej Kao
2008CRiSISQuality assurance of Grid service provisioning by risk aware managing of resource failures.Axel Keller, Kerstin Vo, Dominic Battr, Matthias Hovestadt, Odej Kao
2008EuroParWorkflow Service Extensions for UNICORE 6 - Utilising a Standard WS-BPEL Engine for Grid Service Orchestration.Stefan Gudenkauf, Wilhelm Hasselbring, Andr Hing, Guido Scherp, Odej Kao
2008GPCJob Migration and Fault Tolerance in SLA-Aware Resource Management Systems.Dominic Battr, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Vo
2007SecureCommGaining users' trust by publishing failure probabilities.Dominic Battr, Karim Djemame, Odej Kao, Kerstin Vo
2006CWIntegrating a Real-Time Captured Object into Mixed Reality.Hua Chen, Peter F. Elzer, Odej Kao
2006EuroParTopDominic Battr, Felix Heine, Odej Kao
2006EuroParTopic 11: Distributed and High-Performance Multimedia.Geoff Coulson, Harald Kosch, Odej Kao, Frank J. Seinstra
2005AINAOn Architecture for SLA-Aware Workflows in Grid Environments.Dang Minh Quan, Odej Kao
2005CIKMProcessing complex RDF queries over P2P networks.Felix Heine, Matthias Hovestadt, Odej Kao
2005HPCCSLA Negotiation Protocol for Grid-Based Workflows.Dang Minh Quan, Odej Kao
2005ICCSOn the Impact of Reservations from the Grid on Planning-Based Resource Management.Felix Heine, Matthias Hovestadt, Odej Kao, Achim Streit
2005PDPTAQoS Resource Management for Cluster-Based Image Retrieval Systems.Andreas Brning, Stefan Geisler, Odej Kao, Martin Hoefer
2004CCGRIDThe virtual resource manager: an architecture for SLA-aware resource management.Lars-Olof Burchard, Matthias Hovestadt, Odej Kao, Axel Keller, Barry Linnert
2004EuroParTopic 12: High Performance Multimedia.Odej Kao, Harald Kosch, Subramania Sudharsanan, Andreas Uhl
2004PDPTAPMF - A Comfortable, Modular Framework for Parallel Meshing Algorithms.Stephan Blazy, Odej Kao, Oliver Marquardt
2003JSSPPScheduling in HPC Resource Management Systems: Queuing vs. Planning.Matthias Hovestadt, Odej Kao, Axel Keller, Achim Streit
2003PDPTAExtending the Divisible Task Model for Load Balancing in Parallel and Distributed Systems.Frank Drews, Odej Kao, Ulf Rerrer, Klaus H. Ecker
2003PDPTAEvolutionary Algorithms for Scheduling in the Extended LogGP Model.Silke Schomann, Frank Drews, Odej Kao
2002EuroParRetrieval of Multispectral Satellite Imagery on Cluster Architectures (Research Note).Timo Bretschneider, Odej Kao
2002IGARSSRetrieval of remotely sensed imagery using spectral information content.Timo Bretschneider, R. Cavet, Odej Kao
2002PDPTAA Stimulated Annealing Strategy for Workload Balancing in Parallel Image Databases.Frank Drews, Klaus H. Ecker, Odej Kao, Silke Schomann
2002PDPTAStrategies for Data Replication and Data Recovery in Distributed Image Databases.S. Stapel, Odej Kao
2001CCGRIDScheduling Aspects for Image Retrieval in Cluster-Based Image Databases.Odej Kao, G. Steinert, Frank Drews
2001ICASSPInterpolation of scratches in motion picture films.Timo Bretschneider, C. Miller, Odej Kao
2000PDPTAParallel Strategies for Noise Removal with the Modified Triangle Operator.Odej Kao
2000PDPTATowards cluster based Image Retrieval.Odej Kao
2000WISEDesign of Data-Intesive Web-based Information Services.Thomas Feyer, Odej Kao, Klaus-Dieter Schewe, Bernhard Thalheim