Odej Kao - RankMe

371 papers A* 1A 11B 42C 36Misc 20Journal 116Unranked 142

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Microservices: Testing Web-Scale RCA Methods on GPU-Driven LLM Workloads. ICPE Companion Dominik Scheinert, Alexander Acker, Thorsten Wittkopp, Soeren Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2026	J	`jnl`	Beyond Microservices: Testing Web-Scale RCA Methods on GPU-Driven LLM Workloads. CoRR Dominik Scheinert, Alexander Acker, Thorsten Wittkopp, Sören Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2026	J	`jnl`	Beyond Test-Time Compute Strategies: Advocating Energy-per-Token in LLM Inference. CoRR Patrick Wilhelm, Thorsten Wittkopp, Odej Kao
2026	J	`jnl`	Distributed LLM Pretraining During Renewable Curtailment Windows: A Feasibility Study. CoRR Philipp Wiesner, Sören Becker, Brett Cornick, Dominik Scheinert, Alexander Acker, Odej Kao
2026	J	`jnl`	Monitoring Emergent Reward Hacking During Generation via Internal Activations. CoRR Patrick Wilhelm, Thorsten Wittkopp, Odej Kao
2026	J	`jnl`	Noise-aware Client Selection for carbon-efficient Federated Learning via Gradient Norm Thresholding. CoRR Patrick Wilhelm, Inese Yilmaz, Odej Kao
2026	J	`jnl`	Revisiting Gradient Staleness: Evaluating Distance Metrics for Asynchronous Federated Learning Aggregation. CoRR Patrick Wilhelm, Odej Kao
2025	C	`conf`	Adaptive LLM Routing for Scientific Workflows: Predicting Query Complexity to Optimize Cost. IPCCC Jonas Thierfeldt, Dominik Scheinert, Thorsten Wittkopp, Odej Kao
2025	—	`conf`	AmocRCA: At Most One Change Segmentation and Relative Correlation Ranking for Root Cause Analysis. SIGSOFT FSE Companion Anton Altenbernd, Zhiyuan Wu, Odej Kao
2025	—	`conf`	Beyond Test-Time Compute Strategies: Advocating Energy-per-Token in LLM Inference. EuroMLSys Patrick Wilhelm, Thorsten Wittkopp, Odej Kao
2025	—	`conf`	Carbon-Aware Quality Adaptation for Energy-Intensive Services. e-Energy Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao
2025	J	`jnl`	Choosing the Right Battery Model for Data Center Simulations. CoRR Paul Kilian, Philipp Wiesner, Odej Kao
2025	J	`jnl`	Comparative Analysis of Large Language Models for the Machine-Assisted Resolution of User Intentions. CoRR Justus Flerlage, Alexander Acker, Odej Kao
2025	J	`jnl`	Distributed Low-Communication Training with Decoupled Momentum Optimization. CoRR Sasho Nedelkoski, Alexander Acker, Odej Kao, Sören Becker, Dominik Scheinert
2025	J	`jnl`	Efficiency Will Not Lead to Sustainable Reasoning AI. CoRR Philipp Wiesner, Daniel W. O'Neill, Francesca Larosa, Odej Kao
2025	J	`jnl`	Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning. CoRR Jiawen Xu, Odej Kao
2025	—	`conf`	Evaluating Unstructured Log Parsing Techniques for Log Anomaly Detection. INFORMATIK Sanika Nair, JonathanWill, Odej Kao
2025	J	`jnl`	Experimentally Evaluating the Resource Efficiency of Big Data Autoscaling. CoRR Jonathan Will, Nico Treide, Lauritz Thamsen, Odej Kao
2025	J	`jnl`	Flora: Efficient Cloud Resource Selection for Big Data Processing via Job Classification. CoRR Jonathan Will, Lauritz Thamsen, Jonathan Bader, Odej Kao
2025	—	`conf`	From Intentions to Actions: Workflow Generation with LLMs for Robots. FLLM Justus Flerlage, Alexander Acker, Dominik Scheinert, Soeren Becker, Hamza Yous, Karnakar Reddy, Ibrahim Farhat, Hakim Hacid, Odej Kao
2025	J	`jnl`	Informed Mixing - Improving Open Set Recognition via Attribution-based Augmentation. CoRR Jiawen Xu, Odej Kao, Margret Keuper
2025	B	`conf`	Learning Process Energy Profiles from Node-Level Power Data. IEEE Big Data Jonathan Bader, Julius Irion, Jannis Kappel, Joel Witzke, Niklas Fomin, Diellza Sherifi, Odej Kao
2025	J	`jnl`	Learning Process Energy Profiles from Node-Level Power Data. CoRR Jonathan Bader, Julius Irion, Jannis Kappel, Joel Witzke, Niklas Fomin, Diellza Sherifi, Odej Kao
2025	J	`jnl`	Moving Beyond Marginal Carbon Intensity: A Poor Metric for Both Carbon Accounting and Grid Flexibility. CoRR Philipp Wiesner, Odej Kao
2025	B	`conf`	Optimizing Memory Allocation in Distributed Clusters with Predictive Modeling. IEEE Big Data Jonathan Bader, Edgar Blumenthal, Marten Eckardt, Justus Krebs, Joel Witzke, Xemena Wysokinska, Haci Ismail Aslan, Odej Kao
2025	—	`conf`	Optimizing Microgrid Composition for Sustainable Data Centers. SC Workshops Julius Irion, Philipp Wiesner, Jonathan Bader, Odej Kao
2025	J	`jnl`	Optimizing Microgrid Composition for Sustainable Data Centers. CoRR Julius Irion, Philipp Wiesner, Jonathan Bader, Odej Kao
2025	J	`jnl`	Predicting the Performance of Scientific Workflow Tasks for Cluster Resource Management: An Overview of the State of the Art. CoRR Jonathan Bader, Kathleen West, Sören Becker, Svetlana Kulagina, Fabian Lehmann, Lauritz Thamsen, Henning Meyerhenke, Odej Kao
2025	—	`conf`	QONNECT: A QoS-Aware Orchestration System for Distributed Kubernetes Clusters. ICSOC (2) Haci Ismail Aslan, Syed Muhammad Mahmudul Haque, Joel Witzke, Odej Kao
2025	J	`jnl`	QONNECT: A QoS-Aware Orchestration System for Distributed Kubernetes Clusters. CoRR Haci Ismail Aslan, Syed Muhammad Mahmudul Haque, Joel Witzke, Odej Kao
2025	J	`jnl`	Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations. CoRR Miray Özcan, Philipp Wiesner, Philipp Weiß, Odej Kao
2025	—	`conf`	Revisiting Gradient Staleness: Evaluating Distance Metrics for Asynchronous Federated Learning Aggregation. SBAC-PADW Patrick Wilhelm, Odej Kao
2025	—	`conf`	Towards Machine-Generated Code for the Resolution of User Intentions. HHAI Justus Flerlage, Ilja Behnke, Odej Kao
2025	J	`jnl`	Towards Machine-Generated Code for the Resolution of User Intentions. CoRR Justus Flerlage, Ilja Behnke, Odej Kao
2025	C	`conf`	Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum. ICFEC Amjad Ullah, András Márkus, Haci Ismail Aslan, Tamás Kiss, József Kovács, James Deslauriers, Amy L. Murphy, Yiming Wang, Odej Kao
2025	J	`jnl`	Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum. CoRR Amjad Ullah, András Márkus, Haci Ismail Aslan, Tamás Kiss, József Kovács, James Deslauriers, Amy L. Murphy, Yiming Wang, Odej Kao
2025	J	`jnl`	What happens when nanochat meets DiLoCo? CoRR Alexander Acker, Sören Becker, Sasho Nedelkoski, Dominik Scheinert, Odej Kao, Philipp Wiesner
2025	—	`conf`	β-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation. EuroMLSys Haci Ismail Aslan, Philipp Wiesner, Ping Xiong, Odej Kao
2025	J	`jnl`	β-GNN: A Robust Ensemble Approach Against Graph Structure Perturbation. CoRR Haci Ismail Aslan, Philipp Wiesner, Ping Xiong, Odej Kao
2024	B	`conf`	Challenges and Future Directions in Similarity Assessment of Big Data Analytics Workloads. IEEE Big Data Dominik Scheinert, Alexander Guttenberger, Jonathan Will, Odej Kao
2024	B	`conf`	Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems. ICPE Benjamin J. J. Pfister, Dominik Scheinert, Morgan K. Geldenhuys, Odej Kao
2024	J	`jnl`	Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems. CoRR Benjamin J. J. Pfister, Dominik Scheinert, Morgan K. Geldenhuys, Odej Kao
2024	B	`conf`	Demeter: Resource-Efficient Distributed Stream Processing under Dynamic Loads with Multi-Configuration Optimization. ICPE Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2024	J	`jnl`	Demeter: Resource-Efficient Distributed Stream Processing under Dynamic Loads with Multi-Configuration Optimization. CoRR Morgan Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2024	B	`conf`	Experimentally Evaluating the Resource Efficiency of Big Data Autoscaling. IEEE Big Data Jonathan Will, Nico Treide, Lauritz Thamsen, Odej Kao
2024	—	`conf`	FedZero: Leveraging Renewable Excess Energy in Federated Learning. e-Energy Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
2024	—	`conf`	Investigating Memory Failure Prediction Across CPU Architectures. DSN-S Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao
2024	J	`jnl`	Investigating Memory Failure Prediction Across CPU Architectures. CoRR Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao
2024	B	`conf`	KS+: Predicting Workflow Task Memory Usage Over Time. e-Science Jonathan Bader, Ansgar Lößer, Lauritz Thamsen, Björn Scheuermann, Odej Kao
2024	J	`jnl`	KS+: Predicting Workflow Task Memory Usage Over Time. CoRR Jonathan Bader, Ansgar Lößer, Lauritz Thamsen, Björn Scheuermann, Odej Kao
2024	—	`conf`	LogRCA: Log-Based Root Cause Analysis for Distributed Services. Euro-Par (2) Thorsten Wittkopp, Philipp Wiesner, Odej Kao
2024	J	`jnl`	LogRCA: Log-based Root Cause Analysis for Distributed Services. CoRR Thorsten Wittkopp, Philipp Wiesner, Odej Kao
2024	J	`jnl`	Lotaru: Locally predicting workflow task runtimes for resource management on heterogeneous infrastructures. Future Gener. Comput. Syst. Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Ulf Leser, Odej Kao
2024	B	`conf`	Measuring Application Interference With System-Level Instrumentation. IEEE Big Data Soeren Becker, Robin Goegge, Odej Kao
2024	J	`jnl`	On Software Ageing Indicators in OpenStack. CoRR Yevhen Yazvinskyi, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao
2024	J	`jnl`	Quality Time: Carbon-Aware Quality Adaptation for Energy-Intensive Services. CoRR Philipp Wiesner, Dennis Grinwald, Philipp Weiß, Patrick Wilhelm, Ramin Khalili, Odej Kao
2024	C	`conf`	Sizey: Memory-Efficient Execution of Scientific Workflow Tasks. CLUSTER Jonathan Bader, Fabian Skalski, Fabian Lehmann, Dominik Scheinert, Jonathan Will, Lauritz Thamsen, Odej Kao
2024	J	`jnl`	Sizey: Memory-Efficient Execution of Scientific Workflow Tasks. CoRR Jonathan Bader, Fabian Skalski, Fabian Lehmann, Dominik Scheinert, Jonathan Will, Lauritz Thamsen, Odej Kao
2024	—	`conf`	Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum. AINA (5) Tamás Kiss, Amjad Ullah, Gábor Terstyánszky, Odej Kao, Sören Becker, Yiannis Verginadis, Antonis Michalas, Vlado Stankovski, Attila Kertész, Elisa Ricci, Jörn Altmann, Bernhard Egger, Francesco Tusa, József Kovács, Róbert Lovas
2024	A	`conf`	Unveiling DRAM Failures Across Different CPU Architectures in Large-Scale Datacenters. ICDCS Qiao Yu, Jorge Cardoso, Odej Kao
2023	J	`jnl`	A Testbed for Carbon-Aware Applications and Systems. CoRR Philipp Wiesner, Ilja Behnke, Odej Kao
2023	—	`conf`	Auto-Logging: AI-centred Logging Instrumentation. ICSE (NIER) Jasmin Bogatinovski, Odej Kao
2023	—	`conf`	Carbon-Awareness in CI/CD. ICSOC Workshops Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao
2023	J	`jnl`	Carbon-Awareness in CI/CD. CoRR Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao
2023	B	`conf`	Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems. IC2E Dominik Scheinert, Fabian Casares, Morgan K. Geldenhuys, Kevin Styp-Rekowski, Odej Kao
2023	J	`jnl`	Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems. CoRR Dominik Scheinert, Fabian Casares, Morgan K. Geldenhuys, Kevin Styp-Rekowski, Odej Kao
2023	A	`conf`	Exploring Error Bits for Memory Failure Prediction: An In-Depth Correlative Study. ICCAD Qiao Yu, Wengui Zhang, Jorge Cardoso, Odej Kao
2023	J	`jnl`	Exploring Error Bits for Memory Failure Prediction: An In-Depth Correlative Study. CoRR Qiao Yu, Wengui Zhang, Jorge Cardoso, Odej Kao
2023	J	`jnl`	FedZero: Leveraging Renewable Excess Energy in Federated Learning. CoRR Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao
2023	A	`conf`	HiMFP: Hierarchical Intelligent Memory Failure Prediction for Cloud Service Reliability. DSN Qiao Yu, Wengui Zhang, Paolo Notaro, Soroush Haeri, Jorge Cardoso, Odej Kao
2023	C	`conf`	Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics. IPCCC Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, Odej Kao
2023	J	`jnl`	Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics. CoRR Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, Odej Kao
2023	J	`jnl`	Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures. CoRR Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Ulf Leser, Odej Kao
2023	—	`conf`	Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties. MIDDLEWEDGE@Middleware Ilja Behnke, Philipp Wiesner, Paul Voelker, Odej Kao
2023	J	`jnl`	Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties. CoRR Ilja Behnke, Philipp Wiesner, Paul Voelker, Odej Kao
2023	—	`conf`	OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. ICCV (Workshops) Jiawen Xu, Claas Grohnfeldt, Odej Kao
2023	J	`jnl`	OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. CoRR Jiawen Xu, Claas Grohnfeldt, Odej Kao
2023	—	`conf`	PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning. HICSS Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej Kao
2023	J	`jnl`	PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning. CoRR Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej Kao
2023	B	`conf`	Predicting Dynamic Memory Requirements for Scientific Workflow Tasks. IEEE Big Data Jonathan Bader, Nils Diedrich, Lauritz Thamsen, Odej Kao
2023	J	`jnl`	Predicting Dynamic Memory Requirements for Scientific Workflow Tasks. CoRR Jonathan Bader, Nils Diedrich, Lauritz Thamsen, Odej Kao
2023	—	`conf`	Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis. ICDM (Workshops) Thorsten Wittkopp, Alexander Acker, Odej Kao
2023	J	`jnl`	Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis. CoRR Thorsten Wittkopp, Alexander Acker, Odej Kao
2023	B	`conf`	Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? SSDBM Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao
2023	J	`jnl`	Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? CoRR Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao
2023	J	`jnl`	Software-in-the-loop simulation for developing and testing carbon-aware applications. Softw. Pract. Exp. Philipp Wiesner, Marvin Steinke, Henrik Nickel, Yazan Kitana, Odej Kao
2023	J	`jnl`	Towards Benchmarking Power-Performance Characteristics of Federated Learning Clients. CoRR Pratik Agrawal, Philipp Wiesner, Odej Kao
2023	J	`jnl`	Towards a Real-Time IoT: Approaches for Incoming Packet Processing in Cyber-Physical Systems. CoRR Ilja Behnke, Christoph Blumschein, Robert Danicki, Philipp Wiesner, Lauritz Thamsen, Odej Kao
2023	J	`jnl`	Towards a real-time IoT: Approaches for incoming packet processing in cyber-physical systems. J. Syst. Archit. Ilja Behnke, Christoph Blumschein, Robert Danicki, Philipp Wiesner, Lauritz Thamsen, Odej Kao
2022	—	`conf`	A2Log: Attentive Augmented Log Anomaly Detection. HICSS Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao
2022	J	`jnl`	Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview. CoRR Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Jonathan Bader, Odej Kao
2022	J	`jnl`	Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview. Datenbank-Spektrum Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Jonathan Bader, Odej Kao
2022	—	`conf`	Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads. Euro-Par Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao
2022	J	`jnl`	Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads. CoRR Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao
2022	J	`jnl`	Data-Driven Approach for Log Instruction Quality Assessment. CoRR Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Jorge Cardoso, Odej Kao
2022	C	`conf`	Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems. ISORC Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, Odej Kao
2022	J	`jnl`	Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems. CoRR Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, Odej Kao
2022	C	`conf`	Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams. ICFEC Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022	J	`jnl`	Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams. CoRR Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao
2022	B	`conf`	Failure Identification from Unstable Log Data using Deep Learning. CCGRID Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao
2022	J	`jnl`	Failure Identification from Unstable Log Data using Deep Learning. CoRR Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao
2022	B	`conf`	Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. IEEE Big Data Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao
2022	J	`jnl`	Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. CoRR Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao
2022	B	`conf`	First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction. IEEE Big Data Jasmin Bogatinovski, Odej Kao, Qiao Yu, Jorge Cardoso
2022	J	`jnl`	First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction. CoRR Jasmin Bogatinovski, Qiao Yu, Jorge Cardoso, Odej Kao
2022	B	`conf`	Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing. IC2E Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao
2022	J	`jnl`	Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing. CoRR Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao
2022	B	`conf`	IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments. IC2E Markus Toll, Ilja Behnke, Odej Kao
2022	J	`jnl`	IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments. CoRR Markus Toll, Ilja Behnke, Odej Kao
2022	C	`conf`	Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. FedCSIS Morgan Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Lauritz Thamsen, Odej Kao
2022	—	`conf`	Leveraging Log Instructions in Log-based Anomaly Detection. SCC Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2022	J	`jnl`	Leveraging Log Instructions in Log-based Anomaly Detection. CoRR Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2022	B	`conf`	Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. IEEE Big Data Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao
2022	J	`jnl`	Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. CoRR Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao
2022	B	`conf`	Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters. SSDBM Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao
2022	J	`jnl`	Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters. CoRR Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao
2022	—	`conf`	Macaw: The Machine Learning Magnetometer Calibration Workflow. ICDM (Workshops) Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao
2022	J	`jnl`	Macaw: The Machine Learning Magnetometer Calibration Workflow. CoRR Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao
2022	B	`conf`	Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning. IC2E Houkun Zhu, Dominik Scheinert, Lauritz Thamsen, Kain Kordian Gontarska, Odej Kao
2022	J	`jnl`	Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning. CoRR Houkun Zhu, Dominik Scheinert, Lauritz Thamsen, Kain Kordian Gontarska, Odej Kao
2022	B	`conf`	Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward. IC2E Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao
2022	J	`jnl`	Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward. CoRR Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao
2022	B	`conf`	Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. IEEE Big Data Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao
2022	J	`jnl`	Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. CoRR Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao
2022	A	`conf`	Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads. ICWS Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2022	J	`jnl`	Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads. CoRR Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2022	B	`conf`	Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. IEEE Big Data Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen
2022	J	`jnl`	Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. CoRR Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen
2022	A	`conf`	QuLog: data-driven approach for log instruction quality assessment. ICPC Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Jorge Cardoso, Odej Kao
2022	C	`conf`	Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures. IPCCC Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao
2022	J	`jnl`	Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures. CoRR Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao
2022	B	`conf`	Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing. IEEE Big Data Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao
2022	J	`jnl`	Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing. CoRR Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao
2022	—	`conf`	Scalable and Data-driven Decision Support in the Maintenance, Repair, and Overhaul Process. IEEM Houkun Zhu, Helena Ebel, Dominik Scheinert, Florian Schmidt, Jens Altenkirch, Odej Kao
2022	J	`jnl`	SyncMesh: Improving Data Locality for Function-as-a-Service in Meshed Edge Networks. CoRR Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao
2022	—	`conf`	SyncMesh: improving data locality for function-as-a-service in meshed edge networks. EdgeSys@EuroSys Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao
2022	B	`conf`	Towards Advanced Monitoring for Scientific Workflows. IEEE Big Data Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao
2022	J	`jnl`	Towards Advanced Monitoring for Scientific Workflows. CoRR Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao
2021	—	`conf`	A Taxonomy of Anomalies in Log Data. ICSOC Workshops Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao
2021	J	`jnl`	A Taxonomy of Anomalies in Log Data. CoRR Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao
2021	J	`jnl`	A2Log: Attentive Augmented Log Anomaly Detection. CoRR Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao
2021	J	`jnl`	Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper. CoRR Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Florian Schmidt, Thorsten Wittkopp, Soeren Becker, Jorge Cardoso, Odej Kao
2021	J	`jnl`	Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines. CoRR Sabtain Ahmad, Kevin Styp-Rekowski, Sasho Nedelkoski, Odej Kao
2021	C	`conf`	Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts. CLUSTER Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao
2021	J	`jnl`	Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts. CoRR Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao
2021	B	`conf`	C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds. IC2E Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Jonathan Bader, Odej Kao
2021	J	`jnl`	C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds. CoRR Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Jonathan Bader, Odej Kao
2021	—	`conf`	Calibration of the GRACE-FO Satellite Platform Magnetometers and Co-Estimation of Intrinsic Time Shift in Data. IEEE BigData Kevin Styp-Rekowski, Claudia Stolle, Ingo Michaelis, Odej Kao
2021	—	`conf`	Causal Inference Techniques for Microservice Performance Diagnosis: Evaluation and Guiding Recommendations. ACSOS Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao
2021	J	`jnl`	Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs. CoRR Morgan Geldenhuys, Lauritz Thamsen, Odej Kao
2021	C	`conf`	EdgePier: P2P-based Container Image Distribution in Edge Computing Environments. IPCCC Soeren Becker, Florian Schmidt, Odej Kao
2021	J	`jnl`	EdgePier: P2P-based Container Image Distribution in Edge Computing Environments. CoRR Soeren Becker, Florian Schmidt, Odej Kao
2021	J	`jnl`	Effectively Testing System Configurations of Critical IoT Analytics Pipelines. CoRR Morgan Geldenhuys, Lauritz Thamsen, Kain Kordian Gontarska, Felix Lorenz, Odej Kao
2021	C	`conf`	Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation. IPCCC Dominik Scheinert, Houkun Zhu, Lauritz Thamsen, Morgan K. Geldenhuys, Jonathan Will, Alexander Acker, Odej Kao
2021	J	`jnl`	Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation. CoRR Dominik Scheinert, Houkun Zhu, Lauritz Thamsen, Morgan K. Geldenhuys, Jonathan Will, Alexander Acker, Odej Kao
2021	J	`jnl`	Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. CoRR Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose
2021	J	`jnl`	Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? CoRR Ilja Behnke, Lukas Pirl, Lauritz Thamsen, Robert Danicki, Andreas Polze, Odej Kao
2021	J	`jnl`	Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. CoRR Morgan K. Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Odej Kao, Lauritz Thamsen
2021	—	`conf`	LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks. ACSOS Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021	J	`jnl`	LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks. CoRR Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao
2021	J	`jnl`	Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies. CoRR Dominik Scheinert, Alexander Acker, Lauritz Thamsen, Morgan K. Geldenhuys, Odej Kao
2021	J	`jnl`	Mary, Hugo, and Hugo*: Learning to schedule distributed data-parallel processing jobs on shared clusters. Concurr. Comput. Pract. Exp. Lauritz Thamsen, Jossekin Beilharz, Vinh Thuy Tran, Sasho Nedelkoski, Odej Kao
2021	J	`jnl`	Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series. CoRR Kevin Styp-Rekowski, Florian Schmidt, Odej Kao
2021	J	`jnl`	Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models. CoRR Harold Ott, Jasmin Bogatinovski, Alexander Acker, Sasho Nedelkoski, Odej Kao
2021	A	`ed.`	Service-Oriented Computing - 19th International Conference, ICSOC 2021, Virtual Event, November 22-25, 2021, Proceedings ICSOC Hakim Hacid, Odej Kao, Massimo Mecella, Naouel Moha, Hye-Young Paik
2021	—	`conf`	Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. IEEE BigData Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, Odej Kao
2021	J	`jnl`	Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. CoRR Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, Odej Kao
2021	J	`jnl`	The Collaborative Research Center FONDA. Datenbank-Spektrum Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainmüller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Björn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich
2021	J	`jnl`	Towards AIOps in Edge Computing Environments. CoRR Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao
2021	B	`conf`	Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. CCGRID Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2021	J	`jnl`	Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. CoRR Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao
2020	B	`conf`	AI-Governance and Levels of Automation for AIOps-supported System Administration. ICCCN Anton Gulenko, Alexander Acker, Odej Kao, Feng Liu
2020	—	`conf`	Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines. IEEE BigData Sabtain Ahmad, Kevin Styp-Rekowski, Sasho Nedelkoski, Odej Kao
2020	—	`conf`	Bitflow: An In Situ Stream Processing Framework. ACSOS Companion Anton Gulenko, Alexander Acker, Florian Schmidt, Sören Becker, Odej Kao
2020	—	`conf`	Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs. IEEE BigData Morgan K. Geldenhuys, Lauritz Thamsen, Odej Kao
2020	B	`conf`	Fingerprinting Analog IoT Sensors for Secret-Free Authentication. ICCCN Felix Lorenz, Lauritz Thamsen, Andreas Wilke, Ilja Behnke, Jens Waldmüller-Littke, Ilya Komarov, Odej Kao, Manfred Paeschke
2020	J	`jnl`	Fingerprinting Analog IoT Sensors for Secret-Free Authentication. CoRR Felix Lorenz, Lauritz Thamsen, Andreas Wilke, Ilja Behnke, Jens Waldmüller-Littke, Ilya Komarov, Odej Kao, Manfred Paeschke
2020	C	`conf`	Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? IPCCC Ilja Behnke, Lukas Pirl, Lauritz Thamsen, Robert Danicki, Andreas Polze, Odej Kao
2020	—	`conf`	Learning More Expressive Joint Distributions in Multimodal Variational Methods. LOD (1) Sasho Nedelkoski, Mihail Bogojeski, Odej Kao
2020	J	`jnl`	Learning more expressive joint distributions in multimodal variational methods. CoRR Sasho Nedelkoski, Mihail Bogojeski, Odej Kao
2020	Misc	`conf`	MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems. UCC Li Wu, Johan Tordsson, Alexander Acker, Odej Kao
2020	B	`conf`	MicroRCA: Root Cause Localization of Performance Issues in Microservices. NOMS Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao
2020	—	`conf`	Multi-source Distributed System Data for AI-Powered Analytics. ESOCC Sasho Nedelkoski, Jasmin Bogatinovski, Ajay Kumar Mandapati, Soeren Becker, Jorge Cardoso, Odej Kao
2020	—	`conf`	Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series. IEEE BigData Kevin Styp-Rekowski, Florian Schmidt, Odej Kao
2020	—	`conf`	Performance Diagnosis in Cloud Microservices Using Deep Learning. ICSOC Workshops Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao
2020	A*	`conf`	Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs. ICDM Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao
2020	J	`jnl`	Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs. CoRR Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao
2020	Misc	`conf`	Self-Supervised Anomaly Detection from Distributed Traces. UCC Jasmin Bogatinovski, Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2020	J	`jnl`	Self-Supervised Log Parsing. CoRR Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao
2020	—	`conf`	Self-supervised Log Parsing. ECML/PKDD (4) Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao
2020	J	`jnl`	Sensor Artificial Intelligence and its Application to Space Systems - A White Paper. CoRR Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
2020	C	`conf`	Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction. FedCSIS Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao
2020	J	`jnl`	Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction. CoRR Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao
2020	—	`conf`	Towards AIOps in Edge Computing Environments. IEEE BigData Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao
2019	B	`conf`	Anomaly Detection and Classification using Distributed Tracing and Deep Learning. CCGRID Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2019	—	`conf`	Anomaly Detection and Levels of Automation for AI-Supported System Administration. SIMBig Anton Gulenko, Odej Kao, Florian Schmidt
2019	B	`conf`	Anomaly Detection from System Tracing Data Using Multimodal Deep Learning. CLOUD Sasho Nedelkoski, Jorge Cardoso, Odej Kao
2019	—	`conf`	Effectively Testing System Configurations of Critical IoT Analytics Pipelines. IEEE BigData Morgan K. Geldenhuys, Lauritz Thamsen, Kain Kordian Gontarska, Felix Lorenz, Odej Kao
2019	—	`conf`	Graph-based Feature Selection Filter Utilizing Maximal Cliques. SNAMS Daniel Thilo Schroeder, Kevin Styp-Rekowski, Florian Schmidt, Alexander Acker, Odej Kao
2019	—	`conf`	Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. Euro-Par Workshops Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose
2019	—	`conf`	Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds. UCC Companion Ilja Behnke, Lauritz Thamsen, Odej Kao
2019	—	`conf`	Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures. EDGE Sasho Nedelkoski, Lauritz Thamsen, Ilya Verbitskiy, Odej Kao
2019	—	`conf`	Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring. ICCSA (1) Marcel Wallschläger, Alexander Acker, Odej Kao
2018	—	`conf`	A Practical Implementation of In-Band Network Telemetry in Open vSwitch. CloudNet Anton Gulenko, Marcel Wallschläger, Odej Kao
2018	—	`conf`	Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution. CloudNet Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Alexander Acker, Odej Kao
2018	C	`conf`	CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters. CloudCom Ilya Verbitskiy, Lauritz Thamsen, Thomas Renner, Odej Kao
2018	—	`conf`	Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering. IEEE CLOUD Anton Gulenko, Florian Schmidt, Alexander Acker, Marcel Wallschläger, Odej Kao, Feng Liu
2018	C	`conf`	Endolith: A Blockchain-Based Framework to Enhance Data Retention in Cloud Storages. PDP Thomas Renner, Johannes Müller, Odej Kao
2018	A	`conf`	IFTM - Unsupervised Anomaly Detection for Virtualized Network Function Services. ICWS Florian Schmidt, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Vincent Hennig, Feng Liu, Odej Kao
2018	C	`conf`	Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems. CloudCom Alexander Acker, Florian Schmidt, Anton Gulenko, Odej Kao
2018	J	`jnl`	Space and Terrestrial Integrated Networks: Emerging Research Advances, Prospects, and Challenges. IEEE Netw. Han-Chieh Chao, Douglas E. Comer, Odej Kao
2018	J	`jnl`	Special issue on "Advances in human-like intelligence towards next-generation web". Neurocomputing Neil Y. Yen, Ching-Hsien Hsu, Qun Jin, Odej Kao
2018	—	`conf`	Unsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima. UCC Companion Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao
2018	C	`conf`	Unsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima. CloudCom Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao
2017	C	`conf`	Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring. DATA Thomas Renner, Lauritz Thamsen, Odej Kao
2017	—	`conf`	Adaptive Resource Management for Distributed Data Analytics. TopHPC Lauritz Thamsen, Thomas Renner, Ilya Verbitskiy, Odej Kao
2017	—	`conf`	Addressing Hadoop's Small File Problem With an Appendable Archive File Format. Conf. Computing Frontiers Thomas Renner, Johannes Müller, Lauritz Thamsen, Odej Kao
2017	—	`conf`	Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection. FNC/MobiSPC Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Odej Kao, Feng Liu
2017	C	`conf`	Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets. CloudCom Lauritz Thamsen, Ilya Verbitskiy, Jossekin Beilharz, Thomas Renner, Andreas Polze, Odej Kao
2017	—	`conf`	Novel framework combining health records with medical algorithms. PervasiveHealth Florian Schmidt, Vincent Hennig, Sarah Köhler, Marcel Wallschläger, Anton Gulenko, Hartmut Schmidt, Odej Kao
2017	—	`conf`	Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams. IEEE BigData Alexander Acker, Florian Schmidt, Anton Gulenko, Reinhard Kietzmann, Odej Kao
2017	C	`conf`	SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows. PDCAT Jannis Koch, Lauritz Thamsen, Florian Schmidt, Odej Kao
2017	—	`conf`	Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference. BigData Congress Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, Odej Kao
2016	—	`conf`	A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems. FNC/MobiSPC Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu
2016	—	`conf`	A proposal for REST with XMPP as base protocol for intercloud communication. IISA Alexander Stanik, Odej Kao
2016	—	`conf`	CoLoc: Distributed data and container colocation for data-intensive applications. IEEE BigData Thomas Renner, Lauritz Thamsen, Odej Kao
2016	—	`conf`	Continuously Improving the Resource Utilization of Iterative Parallel Dataflows. ICDCS Workshops Lauritz Thamsen, Thomas Renner, Odej Kao
2016	—	`conf`	Evaluating machine learning algorithms for anomaly detection in clouds. IEEE BigData Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu
2016	—	`conf`	High available deployment of cloud-based virtualized network functions. HPCS Saeed Haddadi Makhsous, Anton Gulenko, Odej Kao, Feng Liu
2016	—	`conf`	MAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks. FNC/MobiSPC Marc Koerner, Odej Kao
2016	—	`conf`	Progress Estimation in Parallel Data Processing Systems. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Mareike Höger, Odej Kao
2016	—	`conf`	Record Skipping in Parallel Data Processing Systems. ICCAC Mareike Höger, Odej Kao
2016	C	`conf`	Selecting resources for distributed dataflow systems according to runtime targets. IPCCC Lauritz Thamsen, Ilya Verbitskiy, Florian Schmidt, Thomas Renner, Odej Kao
2016	Misc	`conf`	The ASCETiC Testbed - An Energy Efficient Cloud Computing Environment. TRIDENTCOM Marc Körner, Alexander Stanik, Odej Kao, Marcel Wallschläger, Sören Becker
2016	—	`conf`	When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Ilya Verbitskiy, Lauritz Thamsen, Odej Kao
2015	B	`conf`	Design and Implementation of a Cloud-Federation Agent for Software Defined Networking. IC2E Constantin Gaul, Marc Koerner, Odej Kao
2015	A	`conf`	Elastic Stream Processing with Latency Guarantees. ICDCS Björn Lohrmann, Peter Janacik, Odej Kao
2015	J	`jnl`	Emergence in User Experience and Quality of Service for Internet of Things. Int. J. Distributed Sens. Networks Neil Y. Yen, Odej Kao, Hai Jiang, Jason C. Hung
2015	—	`conf`	Evaluation of a cloud federation approach based on Software Defined Networking. LCN Workshops Marc Koerner, Constantin Gaul, Odej Kao
2015	—	`conf`	Implicit Parallelism through Deep Language Embedding. SIGMOD Conference Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl
2015	—	`conf`	Network-aware resource management for scalable data analytics frameworks. IEEE BigData Thomas Renner, Lauritz Thamsen, Odej Kao
2015	J	`jnl`	Service-level agreement aggregation for quality of service-aware federated cloud networking. IET Networks Alexander Stanik, Marc Körner, Odej Kao
2015	—	`conf`	The Internet of Things Resource Management Challenge. DSDIS Andreas Kliem, Odej Kao
2014	C	`conf`	Applying QoS in Software Defined Networks by Using WS-agreement. CloudCom Marc Koerner, Alexander Stanik, Odej Kao
2014	C	`conf`	Autonomous Agreement-Mediation Based on WS-agreement for Improving Cloud SLAs. CloudCom Alexander Stanik, Fridtjof Sander, Odej Kao
2014	—	`conf`	Deploying and Extending On-Premise Cloud Storage Based on ownCloud. ICDCS Workshops Thomas Hildmann, Odej Kao
2014	—	`conf`	Energy Efficiency Embedded Service Lifecycle: Towards an Energy Efficient Cloud Computing Architecture. ICT4S (Workshops) Karim Djemame, Django Armstrong, Richard E. Kavanagh, Ana Juan Ferrer, David García-Pérez, David Antona, Jean-Christophe Deprez, Christophe Ponsard, David Ortiz, Mario Macías, Jordi Guitart, Francesc Lordan, Jorge Ejarque, Raül Sirvent, Rosa M. Badia, Michael Kammer, Odej Kao, Eleni Agiatzidou, Antonis Dimakis, Costas Courcoubetis, Lorenzo Blasi
2014	—	`conf`	Evaluating SDN based Rack-to-Rack Multi-path Switching for Data-center Networks. FNC/MobiSPC Marc Koerner, Odej Kao
2014	B	`conf`	MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions. CCGRID Alexander Stanik, Odej Kao, Rui Martins, Antonio Cruz, Dimitrios Tektonidis
2014	J	`jnl`	Nephele streaming: stream processing under QoS constraints at scale. Clust. Comput. Björn Lohrmann, Daniel Warneke, Odej Kao
2014	Misc	`conf`	Oftables: A distributed packet filter. COMSNETS Marc Koerner, Odej Kao
2014	Misc	`conf`	Portable SDN Applications on the PaaS Layer. UCC Thomas Renner, Alexander Stanik, Marc Körner, Odej Kao
2014	C	`conf`	Replicated Convergent Data Containers. MEDI Tobias Herb, Odej Kao
2014	—	`conf`	The Device Cloud - Applying Cloud Computing Concepts to the Internet of Things. UIC/ATC/ScalCom Thomas Renner, Andreas Kliem, Odej Kao
2014	J	`jnl`	The Stratosphere platform for big data analytics. VLDB J. Alexander Alexandrov, Rico Bergmann, Stephan Ewen, Johann-Christoph Freytag, Fabian Hueske, Arvid Heise, Odej Kao, Marcus Leich, Ulf Leser, Volker Markl, Felix Naumann, Mathias Peters, Astrid Rheinländer, Matthias J. Sax, Sebastian Schelter, Mareike Höger, Kostas Tzoumas, Daniel Warneke
2014	—	`conf`	Vom BYOE zu GYSE. DFN-Forum Kommunikationstechnologien Christopher Ritter, Patrick Bittner, Odej Kao
2013	J	`jnl`	Adaptive Online Compression in Clouds - Making Informed Decisions in Virtual Machine Environments. J. Grid Comput. Matthias Hovestadt, Odej Kao, Andreas Kliem, Daniel Warneke
2013	C	`conf`	CoSeMed - cooperative and secure medical device cloud. Healthcom Andreas Kliem, Odej Kao
2013	—	`conf`	Memorization of Materialization Points. CSE Mareike Höger, Odej Kao
2013	J	`jnl`	Nephele Streaming: Stream Processing Under QoS Constraints At Scale. CoRR Björn Lohrmann, Daniel Warneke, Odej Kao
2013	—	`conf`	Optimizing openflow load-balancing with L2 direct server return. NOF Marc Koerner, Odej Kao
2013	—	`conf`	Topic 6: Grid, Cluster and Cloud Computing - (Introduction). Euro-Par Erwin Laure, Odej Kao, Rosa M. Badia, Laurent Lefèvre, Beniamino Di Martino, Radu Prodan, Matteo Turilli, Daniel Warneke
2012	—	`conf`	Adaptation and Evaluation of a Semantic Similarity Measure for DBPedia: A First Experiment. SMAP Valentin Grouès, Yannick Naudet, Odej Kao
2012	Misc	`conf`	Characterizing latency in periodic P2P hypercube gossiping. COMSNETS Philipp Berndt, Matthias Hovestadt, Odej Kao
2012	Misc	`conf`	Ephemeral Materialization Points in Stratosphere Data Management on the Cloud. High Performance Computing Workshop (1) Mareike Höger, Odej Kao, Philipp Richter, Daniel Warneke
2012	C	`conf`	Hardware as a Service (HaaS): Physical and virtual hardware on demand. CloudCom Alexander Stanik, Matthias Hovestadt, Odej Kao
2012	A	`conf`	Massively-parallel stream processing under QoS constraints with Nephele. HPDC Björn Lohrmann, Daniel Warneke, Odej Kao
2012	C	`conf`	Multiple service load-balancing with OpenFlow. HPSR Marc Koerner, Odej Kao
2012	—	`conf`	Security and Communication Architecture for Networked Medical Devices in Mobility-Aware eHealth Environments. IEEE MS Andreas Kliem, Matthias Hovestadt, Odej Kao
2012	C	`conf`	Standardization Approaches within Cloud Computing: Evaluation of Infrastructure as a Service Architecture. FedCSIS Stine Labes, Alexander Stanik, Jonas Repschläger, Odej Kao, Rüdiger Zarnekow
2011	—	`conf`	Combining Linguistic Values and Semantics to Represent User Preferences. SMAP Valentin Grouès, Yannick Naudet, Odej Kao
2011	—	`ch.`	Concepts and Algorithms of Mapping Grid-Based Workflow to Resources Within an SLA Context. Guide to e-Science Dang Minh Quan, Odej Kao, Jörn Altmann
2011	—	`conf`	Evaluating Adaptive Compression to Mitigate the Effects of Shared I/O in Clouds. IPDPS Workshops Matthias Hovestadt, Odej Kao, Andreas Kliem, Daniel Warneke
2011	—	`conf`	Evaluation of Network Topology Inference in Opaque Compute Clouds through End-to-End Measurements. IEEE CLOUD Dominic Battré, Natalia Frejnik, Siddhant Goel, Odej Kao, Daniel Warneke
2011	J	`jnl`	Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud. IEEE Trans. Parallel Distributed Syst. Daniel Warneke, Odej Kao
2011	B	`conf`	Inferring Network Topologies in Infrastructure as a Service Cloud. CCGRID Dominic Battré, Natalia Frejnik, Siddhant Goel, Odej Kao, Daniel Warneke
2011	Misc	`conf`	MapReduce and PACT - Comparing Data Parallel Programming Models. BTW Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2011	—	`conf`	Processing smart meter data streams in the cloud. ISGT Europe Björn Lohrmann, Odej Kao
2011	B	`conf`	Scalable Distributed Processing of Spatial Point Data. ICPADS Martin Raack, Odej Kao
2011	C	`conf`	Towards self-organization of networked medical devices. ETFA Andreas Kliem, Joachim Hänsel, Matthias Hovestadt, Michael John, Odej Kao
2011	—	`conf`	Virtualisierung als grundlage für modernen IT-betrieb. GI-Jahrestagung Odej Kao
2010	—	`conf`	A hybrid approach to modeling end-to-end delay in P2P networks. AVSTP2P@MM Philipp Berndt, Dominic Battré, Odej Kao
2010	—	`conf`	Erfahrungen und Perspektiven eines rollenbasierten IdM. DFN-Forum Kommunikationstechnologien Christopher Ritter, Thomas Hildmann, Odej Kao
2010	J	`jnl`	Massively Parallel Data Analysis with PACTs on Nephele. Proc. VLDB Endow. Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke
2010	—	`conf`	Nephele/PACTs: a programming model and execution framework for web-scale analytical processing. SoCC Dominic Battré, Stephan Ewen, Fabian Hueske, Odej Kao, Volker Markl, Daniel Warneke
2010	C	`conf`	Workflow Modeling for WS-BPEL-based Service Orchestration in SMEs. Software Engineering (Workshops) Stefan Gudenkauf, Guido Scherp, Wilhelm Hasselbring, André Höing, Odej Kao
2009	B	`conf`	Extending Pastry by an Alphanumerical Overlay. CCGRID Dominic Battré, André Höing, Martin Raack, Ulf Rerrer-Brusch, Odej Kao
2009	—	`conf`	Nephele: efficient parallel data processing in the cloud. SC-MTAGS Daniel Warneke, Odej Kao
2009	B	`conf`	Papnet: A Proximity-aware Alphanumeric Overlay Supporting Ganesan On-Line Load Balancing. ICPADS Martin Raack, Dominic Battré, André Höing, Odej Kao
2009	—	`conf`	Towards Parallel Processing of RDF Queries in DHTs. Globe Björn Lohrmann, Dominic Battré, Odej Kao
2009	—	`conf`	Using UNICORE and WS-BPEL for Scientific Workflow Execution in Grid Environments. Euro-Par Workshops Guido Scherp, André Höing, Stefan Gudenkauf, Wilhelm Hasselbring, Odej Kao
2008	—	`conf`	A Software Architecture for Grid Utilisation in Business Workflows. Multikonferenz Wirtschaftsinformatik Stefan Gudenkauf, Wilhelm Hasselbring, Felix Heine, André Höing, Odej Kao, Guido Scherp
2008	—	`conf`	Adopting DataGuides to RDF Databases. SWWS Dominic Battré, André Höing, Matthias Hovestadt, Odej Kao, Ulf Rerrer-Brusch
2008	—	`conf`	AssessGrid Strategies for Provider Ranking Mechanisms in Risk-Aware Grid Systems. GECON Dominic Battré, Karim Djemame, Iain Gourlay, Matthias Hovestadt, Odej Kao, James Padgett, Kerstin Voß, Daniel Warneke
2008	—	`conf`	Dynamic Knowledge in DHT Based RDF Stores. SWWS Dominic Battré, Felix Heine, André Höing, Matthias Hovestadt, Odej Kao, Christoph Liebetruth
2008	—	`conf`	Germany, Belgium, France, and Back Again: Job Migration using Globus. GCA Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß
2008	—	`conf`	Implementation of Virtual Execution Environments for Improving SLA-Compliant Job Migration in Grids. ICPP Workshops Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß
2008	—	`conf`	Job Migration and Fault Tolerance in SLA-Aware Resource Management Systems. GPC Workshops Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß
2008	J	`jnl`	On parallel image retrieval with dynamically extracted features. Parallel Comput. Odej Kao
2008	—	`conf`	Overbooking in Planning Based Scheduling Systems. GCA Georg Birkenheuer, Matthias Hovestadt, Odej Kao, Kerstin Voß
2008	C	`conf`	Quality assurance of Grid service provisioning by risk aware managing of resource failures. CRiSIS Axel Keller, Kerstin Voß, Dominic Battré, Matthias Hovestadt, Odej Kao
2008	—	`conf`	Rollenbasierte Identitäts- und Autorisierungsverwaltung an der TU Berlin. DFN-Forum Kommunikationstechnologien Christopher Ritter, Odej Kao, Thomas Hildmann
2008	—	`conf`	Virtual Execution Environments and the Negotiation of Service Level Agreements in Grid Systems. SVM Dominic Battré, Matthias Hovestadt, Axel Keller, Odej Kao, Kerstin Voss
2008	—	`conf`	Virtual Execution Environments for ensuring SLA-compliant Job Migration in Grids. IEEE SCC (2) Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß
2008	—	`conf`	Workflow Service Extensions for UNICORE 6 - Utilising a Standard WS-BPEL Engine for Grid Service Orchestration. Euro-Par Workshops Stefan Gudenkauf, Wilhelm Hasselbring, André Höing, Guido Scherp, Odej Kao
2008	—	`conf`	eXtreme Role Engineering: Ein neuer Ansatz zur Rechtedefinition und -vergabe. Sicherheit Thomas Hildmann, Odej Kao, Christopher Ritter
2007	C	`conf`	Gaining users' trust by publishing failure probabilities. SecureComm Dominic Battré, Karim Djemame, Odej Kao, Kerstin Voß
2006	Misc	`conf`	BabelPeers: P2P based Semantic Grid Resource Discovery. High Performance Computing Workshop Dominic Battré, Felix Heine, André Höing, Odej Kao
2006	C	`conf`	Integrating a Real-Time Captured Object into Mixed Reality. CW Hua Chen, Peter F. Elzer, Odej Kao
2006	B	`conf`	Introducing Risk Management into the Grid. e-Science Karim Djemame, Iain Gourlay, James Padgett, Georg Birkenheuer, Matthias Hovestadt, Odej Kao, Kerstin Voß
2006	—	`conf`	On Triple Dissemination, Forward-Chaining, and Load Balancing in DHT Based RDF Stores. DBISP2P Dominic Battré, Felix Heine, André Höing, Odej Kao
2006	—	`conf`	The First Step of Introducing Risk Management for Prepossessing SLAs. IEEE SCC Matthias Hovestadt, Odej Kao, Kerstin Voß
2006	—	`conf`	Top Euro-Par Dominic Battré, Felix Heine, Odej Kao
2006	—	`conf`	Topic 11: Distributed and High-Performance Multimedia. Euro-Par Geoff Coulson, Harald Kosch, Odej Kao, Frank J. Seinstra
2005	A	`conf`	A Quality-of-Service Architecture for Future Grid Computing Applications. IPDPS Lars-Olof Burchard, Barry Linnert, Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller
2005	—	`conf`	Colos -A System for Device Unaware and Position Dependent Communication Based on the Session Initiation Protocol. INTELLCOMM Odej Kao, Stefan Lietsch
2005	—	`conf`	Mapping Workflows onto Grid Resources Within an SLA Context. EGC Dang Minh Quan, Odej Kao
2005	B	`conf`	On Architecture for SLA-Aware Workflows in Grid Environments. AINA Dang Minh Quan, Odej Kao
2005	J	`jnl`	On Architecture for Sla-aware Workflows in Grid Environments. J. Interconnect. Networks Dang Minh Quan, Odej Kao
2005	Misc	`conf`	On the Impact of Reservations from the Grid on Planning-Based Resource Management. International Conference on Computational Science (3) Felix Heine, Matthias Hovestadt, Odej Kao, Achim Streit
2005	—	`ch.`	Parallel and Distributed Multimedia Databases. Encyclopedia of Information Science and Technology (IV) Stefan Geisler, Odej Kao
2005	—	`conf`	Processing complex RDF queries over P2P networks. P2PIR@CIKM Felix Heine, Matthias Hovestadt, Odej Kao
2005	—	`conf`	Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems. PARCO Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller
2005	Misc	`conf`	QoS Resource Management for Cluster-Based Image Retrieval Systems. PDPTA Andreas Brüning, Stefan Geisler, Odej Kao, Martin Hoefer
2005	—	`conf`	QoS-aware Query Processing in Cluster-based Image Databases. PARCO Ulf Rerrer, Odej Kao
2005	C	`conf`	SLA Negotiation Protocol for Grid-Based Workflows. HPCC Dang Minh Quan, Odej Kao
2004	—	`conf`	Face Recognition Using MMS-Mobile Devices. International Conference on Wireless Networks Odej Kao, Ulf Rerrer, G. Steinert, S. Witting
2004	—	`conf`	Multimedia Services for Location-Aware, Ad-Hoc Collaboration in Wireless Networks. International Conference on Wireless Networks Odej Kao, Ulf Rerrer
2004	Misc	`conf`	PMF - A Comfortable, Modular Framework for Parallel Meshing Algorithms. PDPTA Stephan Blazy, Odej Kao, Oliver Marquardt
2004	—	`conf`	Region of Interest Video Coding for Result Presentation in Distributed Video Databases. CISST Stefan Geisler, Odej Kao
2004	Misc	`conf`	SLA-aware job migration in grid environments. High Performance Computing Workshop Felix Heine, Matthias Hovestadt, Odej Kao, Alex Keller
2004	J	`jnl`	Strategies For Workload Balancing In Cluster-Based Image Databases. Parallel Process. Lett. Frank Drews, Klaus H. Ecker, Odej Kao, Silke Schomann
2004	—	`conf`	The Virtual Resource Manager: Local Autonomy Versus QoS Guarantees for Grid Applications. Future Generation Grids Lars-Olof Burchard, Hans-Ulrich Heiss, Barry Linnert, Jörg Schneider, Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller
2004	B	`conf`	The virtual resource manager: an architecture for SLA-aware resource management. CCGRID Lars-Olof Burchard, Matthias Hovestadt, Odej Kao, Axel Keller, Barry Linnert
2004	—	`conf`	Topic 12: High Performance Multimedia. Euro-Par Odej Kao, Harald Kosch, Subramania Sudharsanan, Andreas Uhl
2004	—	`conf`	Towards Ontology-Driven P2P Grid Resource Discovery. GRID Felix Heine, Matthias Hovestadt, Odej Kao
2004	—	`conf`	Towards Quality of Service Based Resource Management for Cluster-Based Image Database. MSV/AMCS Andreas Brüning, Frank Drews, Martin Hoefer, Odej Kao, Ulf Rerrer
2004	—	`conf`	padviz - A Prototype for Visualization of Three Dimensional Fluid Flow on Unstructured Grids. CISST Stephan Blazy, Odej Kao, Oliver Marquardt
2003	Misc	`conf`	Evolutionary Algorithms for Scheduling in the Extended LogGP Model. PDPTA Silke Schomann, Frank Drews, Odej Kao
2003	Misc	`conf`	Extending the Divisible Task Model for Load Balancing in Parallel and Distributed Systems. PDPTA Frank Drews, Odej Kao, Ulf Rerrer, Klaus H. Ecker
2003	—	`conf`	Extending the Divisible Task Model for Workload Balancing in Clusters. PARCO Ulf Rerrer, Odej Kao, Frank Drews
2003	J	`jnl`	Mosaic-based sketching interface for image databases. J. Vis. Lang. Comput. Ingo la Tendresse, Odej Kao
2003	C	`conf`	Scheduling in HPC Resource Management Systems: Queuing vs. Planning. JSSPP Matthias Hovestadt, Odej Kao, Axel Keller, Achim Streit
2003	—	`conf`	Search for Similar Scenes in Newsfeeds Based on Image Warping Technique. CISST Constantin Werner, Odej Kao, Ingo la Tendresse, Marco Zibull
2003	—	`conf`	ShaderSearch - Simple Template Matching on a GForce4. CISST Stefan Geisler, Odej Kao, Ingo la Tendresse, M. Timm, T. Winkler
2003	—	`conf`	Supporting Digital Watermarks with Error-Correcting Codes. CISST Odej Kao, Ingo la Tendresse, Constantin Werner, Marco Zibull
2003	—	`conf`	padfem2 - An Efficient, Comfortable Framework for Massively Parallel FEM-Applications. PVM/MPI Stephan Blazy, Odej Kao, Oliver Marquardt
2002	Misc	`conf`	A Stimulated Annealing Strategy for Workload Balancing in Parallel Image Databases. PDPTA Frank Drews, Klaus H. Ecker, Odej Kao, Silke Schomann
2002	—	`conf`	Cluster-Based Organisation and Retrieval of Newsfeed Archives. JCIS Stefan Geisler, Odej Kao
2002	—	`conf`	Image Retrieval with Gabor-Wavelet-Networks. IMSA Odej Kao, Timo Bretschneider, Gerhard R. Joubert
2002	—	`conf`	Mosaic feedback for sketch training and retrieval improvement. ICME (2) Ingo la Tendresse, Odej Kao, Michael Skubowius
2002	—	`conf`	Retrieval of Multispectral Satellite Imagery on Cluster Architectures (Research Note). Euro-Par Timo Bretschneider, Odej Kao
2002	C	`conf`	Retrieval of remotely sensed imagery using spectral information content. IGARSS Timo Bretschneider, R. Cavet, Odej Kao
2002	Misc	`conf`	Strategies for Data Replication and Data Recovery in Distributed Image Databases. PDPTA S. Stapel, Odej Kao
2001	—	`conf`	A Prototype for a Distributed Image Retrieval System. HPCN Europe Odej Kao
2001	—	`conf`	Efficient Dynamic Image Retrieval Using the Á Trous Wavelet Transformation. IEEE Pacific Rim Conference on Multimedia Gerhard R. Joubert, Odej Kao
2001	Misc	`conf`	Interpolation of scratches in motion picture films. ICASSP Timo Bretschneider, C. Miller, Odej Kao
2001	—	`conf`	Parallel and Distributed Methods for Image Retrieval with Dynamic Feature Extraction on Cluster Architectures. DEXA Workshop Odej Kao
2001	B	`conf`	Scheduling Aspects for Image Retrieval in Cluster-Based Image Databases. CCGRID Odej Kao, G. Steinert, Frank Drews
2001	—	`conf`	The Effects of Partial Restarts in Evolutionary Search. Artificial Evolution Ingo la Tendresse, Jens Gottlieb, Odej Kao
2000	A	`conf`	A Content Based Internet Search Engine for Analysis and Archival of MPEG-1 Compressed Newsfeeds. IEEE International Conference on Multimedia and Expo (II) Odej Kao, Gerhard R. Joubert
2000	—	`conf`	Beseitigung von Flecken in digitalen Filmsequenzen. DAGM-Symposium Odej Kao, J. Engehausen
2000	—	`conf`	CLIMS - A System for Image Retrieval by Using Colour and Wavelet Features. ADVIS Odej Kao, Ingo la Tendresse
2000	B	`conf`	Design of Data-Intesive Web-based Information Services. WISE Thomas Feyer, Odej Kao, Klaus-Dieter Schewe, Bernhard Thalheim
2000	Misc	`conf`	Parallel Strategies for Noise Removal with the Modified Triangle Operator. PDPTA Odej Kao
2000	—	`conf`	SMP and Cluster Architectures for Retrieval of Images in Digital Libraries. DELOS Odej Kao
2000	Misc	`conf`	Towards cluster based Image Retrieval. PDPTA Odej Kao
1999	—	`conf`	A parallel triangle operator for noise removal in true colour images. PARCO Odej Kao
1999	—	`conf`	Distributed high-speed computing of multimedia data. PARCO M. Gaus, Gerhard R. Joubert, Odej Kao, S. Riedel, S. Stapel
1999	—	`conf`	Internet Supported Analysis of MPEG Compressed Newsfeeds. IMSA Guido Falkemeier, Gerhard R. Joubert, Odej Kao
1997	—	`—`	Neue Ansätze zur Unterdrückung von Impulsrauschen in Grauwert- und Farbbildern. Odej Kao