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ORCIDOdej Kao
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- affiliation: TU Berlin, Eletrical Engineering and Computer Science
- affiliation: University of Paderborn, Department of Computer Science
- affiliation: TU Clausthal, Department of Computer Science
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2020 – today
- 2024
[j19]Jonathan Bader
, Fabian Lehmann, Lauritz Thamsen, Ulf Leser, Odej Kao:
Lotaru: Locally predicting workflow task runtimes for resource management on heterogeneous infrastructures. Future Gener. Comput. Syst. 150: 171-185 (2024)- [c231]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:
Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum. AINA (5) 2024: 89-100 - [c230]Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao:
Investigating Memory Failure Prediction Across CPU Architectures. DSN-S 2024: 88-95 - [c229]Jonathan Bader, Ansgar Lößer, Lauritz Thamsen, Björn Scheuermann, Odej Kao:
KS+: Predicting Workflow Task Memory Usage Over Time. e-Science 2024: 1-7 - [c228]Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao:
FedZero: Leveraging Renewable Excess Energy in Federated Learning. e-Energy 2024: 37-49 - [c227]Thorsten Wittkopp, Philipp Wiesner, Odej Kao:
LogRCA: Log-Based Root Cause Analysis for Distributed Services. Euro-Par (2) 2024: 362-376 - [c226]Qiao Yu, Jorge Cardoso, Odej Kao:
Unveiling DRAM Failures Across Different CPU Architectures in Large-Scale Datacenters. ICDCS 2024: 1462-1463 - [c225]Benjamin J. J. Pfister, Dominik Scheinert, Morgan K. Geldenhuys, Odej Kao:
Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems. ICPE 2024: 130-141 - [c224]Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen:
Demeter: Resource-Efficient Distributed Stream Processing under Dynamic Loads with Multi-Configuration Optimization. ICPE 2024: 142-153 - [i72]Benjamin J. J. Pfister, Dominik Scheinert, Morgan K. Geldenhuys, Odej Kao:
Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems. CoRR abs/2403.02093 (2024) - [i71]Morgan Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen:
Demeter: Resource-Efficient Distributed Stream Processing under Dynamic Loads with Multi-Configuration Optimization. CoRR abs/2403.02129 (2024) - [i70]Yevhen Yazvinskyi, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao:
On Software Ageing Indicators in OpenStack. CoRR abs/2404.16446 (2024) - [i69]Thorsten Wittkopp, Philipp Wiesner, Odej Kao:
LogRCA: Log-based Root Cause Analysis for Distributed Services. CoRR abs/2405.13599 (2024) - [i68]Qiao Yu, Wengui Zhang, Min Zhou, Jialiang Yu, Zhenli Sheng, Jasmin Bogatinovski, Jorge Cardoso, Odej Kao:
Investigating Memory Failure Prediction Across CPU Architectures. CoRR abs/2406.05354 (2024) - [i67]Jonathan Bader, Fabian Skalski, Fabian Lehmann, Dominik Scheinert, Jonathan Will, Lauritz Thamsen, Odej Kao:
Sizey: Memory-Efficient Execution of Scientific Workflow Tasks. CoRR abs/2407.16353 (2024) - [i66]Jonathan Bader, Ansgar Lößer, Lauritz Thamsen, Björn Scheuermann, Odej Kao:
KS+: Predicting Workflow Task Memory Usage Over Time. CoRR abs/2408.12290 (2024) - 2023
- [j18]Ilja Behnke, Christoph Blumschein, Robert Danicki, Philipp Wiesner, Lauritz Thamsen, Odej Kao:
Towards a real-time IoT: Approaches for incoming packet processing in cyber-physical systems. J. Syst. Archit. 140: 102891 (2023) - [j17]Philipp Wiesner, Marvin Steinke, Henrik Nickel, Yazan Kitana, Odej Kao:
Software-in-the-loop simulation for developing and testing carbon-aware applications. Softw. Pract. Exp. 53(12): 2362-2376 (2023) - [c223]Jonathan Bader, Nils Diedrich, Lauritz Thamsen, Odej Kao:
Predicting Dynamic Memory Requirements for Scientific Workflow Tasks. IEEE Big Data 2023: 182-189 - [c222]Qiao Yu, Wengui Zhang, Paolo Notaro, Soroush Haeri, Jorge Cardoso, Odej Kao:
HiMFP: Hierarchical Intelligent Memory Failure Prediction for Cloud Service Reliability. DSN 2023: 216-228 - [c221]Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej Kao:
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning. HICSS 2023: 1376-1385 - [c220]Dominik Scheinert, Fabian Casares, Morgan K. Geldenhuys, Kevin Styp-Rekowski, Odej Kao:
Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems. IC2E 2023: 202-211 - [c219]Qiao Yu, Wengui Zhang, Jorge Cardoso, Odej Kao:
Exploring Error Bits for Memory Failure Prediction: An In-Depth Correlative Study. ICCAD 2023: 1-9 - [c218]Jiawen Xu, Claas Grohnfeldt, Odej Kao:
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. ICCV (Workshops) 2023: 3295-3303 - [c217]Thorsten Wittkopp, Alexander Acker, Odej Kao:
Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis. ICDM (Workshops) 2023: 1231-1239 - [c216]Jasmin Bogatinovski, Odej Kao:
Auto-Logging: AI-centred Logging Instrumentation. ICSE (NIER) 2023: 95-100 - [c215]Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao:
Carbon-Awareness in CI/CD. ICSOC Workshops 2023: 213-224 - [c214]Ilja Behnke, Philipp Wiesner, Paul Voelker, Odej Kao:
Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties. MIDDLEWEDGE@Middleware 2023: 1-6 - [c213]Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao:
Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? SSDBM 2023: 24:1-24:4 - [i65]Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej Kao:
PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning. CoRR abs/2301.10681 (2023) - [i64]Ilja Behnke, Christoph Blumschein, Robert Danicki, Philipp Wiesner, Lauritz Thamsen, Odej Kao:
Towards a Real-Time IoT: Approaches for Incoming Packet Processing in Cyber-Physical Systems. CoRR abs/2305.01985 (2023) - [i63]Philipp Wiesner, Ramin Khalili, Dennis Grinwald, Pratik Agrawal, Lauritz Thamsen, Odej Kao:
FedZero: Leveraging Renewable Excess Energy in Federated Learning. CoRR abs/2305.15092 (2023) - [i62]Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Odej Kao:
Selecting Efficient Cluster Resources for Data Analytics: When and How to Allocate for In-Memory Processing? CoRR abs/2306.03672 (2023) - [i61]Philipp Wiesner, Ilja Behnke, Odej Kao:
A Testbed for Carbon-Aware Applications and Systems. CoRR abs/2306.09774 (2023) - [i60]Dominik Scheinert, Fabian Casares, Morgan K. Geldenhuys, Kevin Styp-Rekowski, Odej Kao:
Evaluation of Data Enrichment Methods for Distributed Stream Processing Systems. CoRR abs/2307.14287 (2023) - [i59]Pratik Agrawal, Philipp Wiesner, Odej Kao:
Towards Benchmarking Power-Performance Characteristics of Federated Learning Clients. CoRR abs/2308.08270 (2023) - [i58]Dominik Scheinert, Philipp Wiesner, Thorsten Wittkopp, Lauritz Thamsen, Jonathan Will, Odej Kao:
Karasu: A Collaborative Approach to Efficient Cluster Configuration for Big Data Analytics. CoRR abs/2308.11792 (2023) - [i57]Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Ulf Leser, Odej Kao:
Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures. CoRR abs/2309.06918 (2023) - [i56]Jiawen Xu, Claas Grohnfeldt, Odej Kao:
OpenIncrement: A Unified Framework for Open Set Recognition and Deep Class-Incremental Learning. CoRR abs/2310.03848 (2023) - [i55]Henrik Claßen, Jonas Thierfeldt, Julian Tochman-Szewc, Philipp Wiesner, Odej Kao:
Carbon-Awareness in CI/CD. CoRR abs/2310.18718 (2023) - [i54]Ilja Behnke, Philipp Wiesner, Paul Voelker, Odej Kao:
Offloading Real-Time Tasks in IIoT Environments under Consideration of Networking Uncertainties. CoRR abs/2310.20577 (2023) - [i53]Jonathan Bader, Nils Diedrich, Lauritz Thamsen, Odej Kao:
Predicting Dynamic Memory Requirements for Scientific Workflow Tasks. CoRR abs/2311.08185 (2023) - [i52]Qiao Yu, Wengui Zhang, Jorge Cardoso, Odej Kao:
Exploring Error Bits for Memory Failure Prediction: An In-Depth Correlative Study. CoRR abs/2312.02855 (2023) - [i51]Thorsten Wittkopp, Alexander Acker, Odej Kao:
Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis. CoRR abs/2312.14748 (2023) - 2022
- [j16]Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Jonathan Bader, Odej Kao:
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview. Datenbank-Spektrum 22(2): 143-151 (2022) - [c212]Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Leveraging Log Instructions in Log-based Anomaly Detection. SCC 2022: 321-326 - [c211]Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao:
Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing. IEEE Big Data 2022: 161-169 - [c210]Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao:
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. IEEE Big Data 2022: 209-216 - [c209]Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao:
Towards Advanced Monitoring for Scientific Workflows. IEEE Big Data 2022: 2709-2715 - [c208]Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao:
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. IEEE Big Data 2022: 3714-3719 - [c207]Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen:
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. IEEE Big Data 2022: 4583-4588 - [c206]Jasmin Bogatinovski, Odej Kao, Qiao Yu, Jorge Cardoso:
First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction. IEEE Big Data 2022: 4733-4736 - [c205]Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao:
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. IEEE Big Data 2022: 5424-5433 - [c204]Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao:
Failure Identification from Unstable Log Data using Deep Learning. CCGRID 2022: 346-355 - [c203]Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao:
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads. Euro-Par 2022: 218-232 - [c202]Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao:
SyncMesh: improving data locality for function-as-a-service in meshed edge networks. EdgeSys@EuroSys 2022: 55-60 - [c201]Morgan Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Lauritz Thamsen, Odej Kao:
Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. FedCSIS 2022: 553-561 - [c200]Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao:
A2Log: Attentive Augmented Log Anomaly Detection. HICSS 2022: 1-10 - [c199]Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao:
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward. IC2E 2022: 1-7 - [c198]Markus Toll, Ilja Behnke, Odej Kao:
IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments. IC2E 2022: 8-14 - [c197]Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao:
Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing. IC2E 2022: 58-66 - [c196]Houkun Zhu, Dominik Scheinert, Lauritz Thamsen, Kain Kordian Gontarska, Odej Kao:
Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning. IC2E 2022: 150-159 - [c195]Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao:
Macaw: The Machine Learning Magnetometer Calibration Workflow. ICDM (Workshops) 2022: 1095-1101 - [c194]Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao:
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams. ICFEC 2022: 88-93 - [c193]Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen:
Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads. ICWS 2022: 198-207 - [c192]Houkun Zhu, Helena Ebel, Dominik Scheinert, Florian Schmidt, Jens Altenkirch, Odej Kao:
Scalable and Data-driven Decision Support in the Maintenance, Repair, and Overhaul Process. IEEM 2022: 344-348 - [c191]Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao:
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures. IPCCC 2022: 269-274 - [c190]Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, Odej Kao:
Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems. ISORC 2022: 1-8 - [c189]Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Jorge Cardoso, Odej Kao:
QuLog: data-driven approach for log instruction quality assessment. ICPC 2022: 275-286 - [c188]Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao:
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters. SSDBM 2022: 1:1-1:12 - [i50]Soeren Becker, Dominik Scheinert, Florian Schmidt, Odej Kao:
Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams. CoRR abs/2203.05362 (2022) - [i49]Daniel Habenicht, Kevin Kreutz, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Odej Kao:
SyncMesh: Improving Data Locality for Function-as-a-Service in Meshed Edge Networks. CoRR abs/2203.14801 (2022) - [i48]Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Jorge Cardoso, Odej Kao:
Data-Driven Approach for Log Instruction Quality Assessment. CoRR abs/2204.02618 (2022) - [i47]Jasmin Bogatinovski, Sasho Nedelkoski, Li Wu, Jorge Cardoso, Odej Kao:
Failure Identification from Unstable Log Data using Deep Learning. CoRR abs/2204.02636 (2022) - [i46]Christoph Blumschein, Ilja Behnke, Lauritz Thamsen, Odej Kao:
Differentiating Network Flows for Priority-Aware Scheduling of Incoming Packets in Real-Time IoT Systems. CoRR abs/2204.08846 (2022) - [i45]Philipp Wiesner, Dominik Scheinert, Thorsten Wittkopp, Lauritz Thamsen, Odej Kao:
Cucumber: Renewable-Aware Admission Control for Delay-Tolerant Cloud and Edge Workloads. CoRR abs/2205.02895 (2022) - [i44]Jonathan Bader, Fabian Lehmann, Lauritz Thamsen, Jonathan Will, Ulf Leser, Odej Kao:
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters. CoRR abs/2205.11181 (2022) - [i43]Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Jonathan Bader, Odej Kao:
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview. CoRR abs/2206.00429 (2022) - [i42]Morgan K. Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen:
Phoebe: QoS-Aware Distributed Stream Processing through Anticipating Dynamic Workloads. CoRR abs/2206.09679 (2022) - [i41]Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao:
Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing. CoRR abs/2206.13852 (2022) - [i40]Jasmin Bogatinovski, Gjorgji Madjarov, Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Leveraging Log Instructions in Log-based Anomaly Detection. CoRR abs/2207.03206 (2022) - [i39]Houkun Zhu, Dominik Scheinert, Lauritz Thamsen, Kain Kordian Gontarska, Odej Kao:
Magpie: Automatically Tuning Static Parameters for Distributed File Systems using Deep Reinforcement Learning. CoRR abs/2207.09298 (2022) - [i38]Soeren Becker, Tobias Pfandzelter, Nils Japke, David Bermbach, Odej Kao:
Network Emulation in Large-Scale Virtual Edge Testbeds: A Note of Caution and the Way Forward. CoRR abs/2208.05862 (2022) - [i37]Jonathan Bader, Fabian Lehmann, Alexander Groth, Lauritz Thamsen, Dominik Scheinert, Jonathan Will, Ulf Leser, Odej Kao:
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures. CoRR abs/2208.07905 (2022) - [i36]Markus Toll, Ilja Behnke, Odej Kao:
IoTreeplay: Synchronous Distributed Traffic Replay in IoT Environments. CoRR abs/2208.09270 (2022) - [i35]Jonathan Bader, Kevin Styp-Rekowski, Leon Doehler, Soeren Becker, Odej Kao:
Macaw: The Machine Learning Magnetometer Calibration Workflow. CoRR abs/2210.08897 (2022) - [i34]Jonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao:
Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data Processing. CoRR abs/2211.04240 (2022) - [i33]Soeren Becker, Kevin Styp-Rekowski, Oliver Vincent Leon Stoll, Odej Kao:
Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things. CoRR abs/2211.07619 (2022) - [i32]Dominik Scheinert, Soeren Becker, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao:
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics. CoRR abs/2211.08227 (2022) - [i31]Jonathan Bader, Nicolas Zunker, Soeren Becker, Odej Kao:
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows. CoRR abs/2211.12076 (2022) - [i30]Jonathan Bader, Joel Witzke, Soeren Becker, Ansgar Lößer, Fabian Lehmann, Leon Doehler, Anh Duc Vu, Odej Kao:
Towards Advanced Monitoring for Scientific Workflows. CoRR abs/2211.12744 (2022) - [i29]Dominik Scheinert, Babak Sistani Zadeh Aghdam, Soeren Becker, Odej Kao, Lauritz Thamsen:
Probabilistic Time Series Forecasting for Adaptive Monitoring in Edge Computing Environments. CoRR abs/2211.13729 (2022) - [i28]Jasmin Bogatinovski, Qiao Yu, Jorge Cardoso, Odej Kao:
First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction. CoRR abs/2212.10441 (2022) - 2021
- [j15]Lauritz Thamsen, Jossekin Beilharz, Vinh Thuy Tran, Sasho Nedelkoski, Odej Kao:
Mary, Hugo, and Hugo*: Learning to schedule distributed data-parallel processing jobs on shared clusters. Concurr. Comput. Pract. Exp. 33(18) (2021) - [j14]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:
The Collaborative Research Center FONDA. Datenbank-Spektrum 21(3): 255-260 (2021) - [c187]Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao:
Causal Inference Techniques for Microservice Performance Diagnosis: Evaluation and Guiding Recommendations. ACSOS 2021: 21-30 - [c186]Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao:
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks. ACSOS 2021: 41-50 - [c185]Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, Odej Kao:
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. IEEE BigData 2021: 65-75 - [c184]Kevin Styp-Rekowski, Claudia Stolle, Ingo Michaelis, Odej Kao:
Calibration of the GRACE-FO Satellite Platform Magnetometers and Co-Estimation of Intrinsic Time Shift in Data. IEEE BigData 2021: 5283-5290 - [c183]Ana Juan Ferrer, Sören Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao:
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. CCGRID 2021: 634-641 - [c182]Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao:
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts. CLUSTER 2021: 261-270 - [c181]Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Jonathan Bader, Odej Kao:
C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds. IC2E 2021: 43-52 - [c180]Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao:
A Taxonomy of Anomalies in Log Data. ICSOC Workshops 2021: 153-164 - [c179]Soeren Becker, Florian Schmidt, Odej Kao:
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments. IPCCC 2021: 1-8 - [c178]Dominik Scheinert, Houkun Zhu, Lauritz Thamsen, Morgan K. Geldenhuys, Jonathan Will, Alexander Acker, Odej Kao:
Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation. IPCCC 2021: 1-8 - [e1]Hakim Hacid, Odej Kao, Massimo Mecella, Naouel Moha, Hye-young Paik:
Service-Oriented Computing - 19th International Conference, ICSOC 2021, Virtual Event, November 22-25, 2021, Proceedings. Lecture Notes in Computer Science 13121, Springer 2021, ISBN 978-3-030-91430-1 [contents] - [i27]Jasmin Bogatinovski, Sasho Nedelkoski, Alexander Acker, Florian Schmidt, Thorsten Wittkopp, Soeren Becker, Jorge Cardoso, Odej Kao:
Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper. CoRR abs/2101.06054 (2021) - [i26]Kevin Styp-Rekowski, Florian Schmidt, Odej Kao:
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series. CoRR abs/2101.10037 (2021) - [i25]Sabtain Ahmad, Kevin Styp-Rekowski, Sasho Nedelkoski, Odej Kao:
Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines. CoRR abs/2101.11539 (2021) - [i24]Ilja Behnke, Lukas Pirl, Lauritz Thamsen, Robert Danicki, Andreas Polze, Odej Kao:
Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? CoRR abs/2102.05559 (2021) - [i23]Morgan Geldenhuys, Lauritz Thamsen, Kain Kordian Gontarska, Felix Lorenz, Odej Kao:
Effectively Testing System Configurations of Critical IoT Analytics Pipelines. CoRR abs/2102.06094 (2021) - [i22]Morgan Geldenhuys, Lauritz Thamsen, Odej Kao:
Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs. CoRR abs/2102.06170 (2021) - [i21]Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose:
Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. CoRR abs/2102.07199 (2021) - [i20]Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao:
Towards AIOps in Edge Computing Environments. CoRR abs/2102.09001 (2021) - [i19]Harold Ott, Jasmin Bogatinovski, Alexander Acker, Sasho Nedelkoski, Odej Kao:
Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models. CoRR abs/2102.11570 (2021) - [i18]Dominik Scheinert, Alexander Acker, Lauritz Thamsen, Morgan K. Geldenhuys, Odej Kao:
Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies. CoRR abs/2103.05245 (2021) - [i17]Ana Juan Ferrer, Soeren Becker, Florian Schmidt, Lauritz Thamsen, Odej Kao:
Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms. CoRR abs/2103.06026 (2021) - [i16]Jonathan Will, Lauritz Thamsen, Dominik Scheinert, Jonathan Bader, Odej Kao:
C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds. CoRR abs/2107.13317 (2021) - [i15]Dominik Scheinert, Lauritz Thamsen, Houkun Zhu, Jonathan Will, Alexander Acker, Thorsten Wittkopp, Odej Kao:
Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts. CoRR abs/2107.13921 (2021) - [i14]Dominik Scheinert, Houkun Zhu, Lauritz Thamsen, Morgan K. Geldenhuys, Jonathan Will, Alexander Acker, Odej Kao:
Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation. CoRR abs/2108.12211 (2021) - [i13]Morgan K. Geldenhuys, Benjamin J. J. Pfister, Dominik Scheinert, Odej Kao, Lauritz Thamsen:
Khaos: Dynamically Optimizing Checkpointing for Dependable Distributed Stream Processing. CoRR abs/2109.02340 (2021) - [i12]Thorsten Wittkopp, Alexander Acker, Sasho Nedelkoski, Jasmin Bogatinovski, Dominik Scheinert, Wu Fan, Odej Kao:
A2Log: Attentive Augmented Log Anomaly Detection. CoRR abs/2109.09537 (2021) - [i11]Soeren Becker, Florian Schmidt, Odej Kao:
EdgePier: P2P-based Container Image Distribution in Edge Computing Environments. CoRR abs/2109.12983 (2021) - [i10]Soeren Becker, Florian Schmidt, Lauritz Thamsen, Ana Juan Ferrer, Odej Kao:
LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks. CoRR abs/2109.13009 (2021) - [i9]Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, Odej Kao:
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. CoRR abs/2111.05167 (2021) - [i8]Thorsten Wittkopp, Philipp Wiesner, Dominik Scheinert, Odej Kao:
A Taxonomy of Anomalies in Log Data. CoRR abs/2111.13462 (2021) - 2020
- [c177]Anton Gulenko, Alexander Acker, Florian Schmidt, Sören Becker, Odej Kao:
Bitflow: An In Situ Stream Processing Framework. ACSOS Companion 2020: 182-187 - [c176]Morgan K. Geldenhuys, Lauritz Thamsen, Odej Kao:
Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs. IEEE BigData 2020: 434-440 - [c175]Kevin Styp-Rekowski, Florian Schmidt, Odej Kao:
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series. IEEE BigData 2020: 2217-2222 - [c174]Soeren Becker, Florian Schmidt, Anton Gulenko, Alexander Acker, Odej Kao:
Towards AIOps in Edge Computing Environments. IEEE BigData 2020: 3470-3475 - [c173]Sabtain Ahmad, Kevin Styp-Rekowski, Sasho Nedelkoski, Odej Kao:
Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines. IEEE BigData 2020: 4093-4102 - [c172]Sasho Nedelkoski, Jasmin Bogatinovski, Ajay Kumar Mandapati, Soeren Becker, Jorge Cardoso, Odej Kao:
Multi-source Distributed System Data for AI-Powered Analytics. ESOCC 2020: 161-176 - [c171]Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao:
Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction. FedCSIS 2020: 7-10 - [c170]Anton Gulenko, Alexander Acker, Odej Kao, Feng Liu:
AI-Governance and Levels of Automation for AIOps-supported System Administration. ICCCN 2020: 1-6 - [c169]Felix Lorenz, Lauritz Thamsen, Andreas Wilke, Ilja Behnke, Jens Waldmüller-Littke, Ilya Komarov, Odej Kao, Manfred Paeschke:
Fingerprinting Analog IoT Sensors for Secret-Free Authentication. ICCCN 2020: 1-6 - [c168]Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao:
Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs. ICDM 2020: 1196-1201 - [c167]Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson, Odej Kao:
Performance Diagnosis in Cloud Microservices Using Deep Learning. ICSOC Workshops 2020: 85-96 - [c166]Ilja Behnke, Lukas Pirl, Lauritz Thamsen, Robert Danicki, Andreas Polze, Odej Kao:
Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? IPCCC 2020: 1-6 - [c165]Sasho Nedelkoski, Mihail Bogojeski, Odej Kao:
Learning More Expressive Joint Distributions in Multimodal Variational Methods. LOD (1) 2020: 137-149 - [c164]Li Wu, Johan Tordsson, Erik Elmroth, Odej Kao:
MicroRCA: Root Cause Localization of Performance Issues in Microservices. NOMS 2020: 1-9 - [c163]Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao:
Self-supervised Log Parsing. ECML/PKDD (4) 2020: 122-138 - [c162]Li Wu, Johan Tordsson, Alexander Acker, Odej Kao:
MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems. UCC 2020: 227-236 - [c161]Jasmin Bogatinovski, Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Self-Supervised Anomaly Detection from Distributed Traces. UCC 2020: 342-347 - [i7]Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao:
Self-Supervised Log Parsing. CoRR abs/2003.07905 (2020) - [i6]Felix Lorenz, Lauritz Thamsen, Andreas Wilke, Ilja Behnke, Jens Waldmüller-Littke, Ilya Komarov, Odej Kao, Manfred Paeschke:
Fingerprinting Analog IoT Sensors for Secret-Free Authentication. CoRR abs/2006.06296 (2020) - [i5]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:
Sensor Artificial Intelligence and its Application to Space Systems - A White Paper. CoRR abs/2006.08368 (2020) - [i4]Alexander Acker, Thorsten Wittkopp, Sasho Nedelkoski, Jasmin Bogatinovski, Odej Kao:
Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction. CoRR abs/2007.03568 (2020) - [i3]Sasho Nedelkoski, Jasmin Bogatinovski, Alexander Acker, Jorge Cardoso, Odej Kao:
Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs. CoRR abs/2008.09340 (2020) - [i2]Sasho Nedelkoski, Mihail Bogojeski, Odej Kao:
Learning more expressive joint distributions in multimodal variational methods. CoRR abs/2009.03651 (2020)
2010 – 2019
- 2019
- [c160]Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Anomaly Detection from System Tracing Data Using Multimodal Deep Learning. CLOUD 2019: 179-186 - [c159]Morgan K. Geldenhuys, Lauritz Thamsen, Kain Kordian Gontarska, Felix Lorenz, Odej Kao:
Effectively Testing System Configurations of Critical IoT Analytics Pipelines. IEEE BigData 2019: 4157-4162 - [c158]Sasho Nedelkoski, Jorge Cardoso, Odej Kao:
Anomaly Detection and Classification using Distributed Tracing and Deep Learning. CCGRID 2019: 241-250 - [c157]Sasho Nedelkoski, Lauritz Thamsen, Ilya Verbitskiy, Odej Kao:
Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures. EDGE 2019: 8-12 - [c156]Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose:
Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. Euro-Par Workshops 2019: 519-530 - [c155]Marcel Wallschläger, Alexander Acker, Odej Kao:
Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring. ICCSA (1) 2019: 241-256 - [c154]Anton Gulenko, Odej Kao, Florian Schmidt:
Anomaly Detection and Levels of Automation for AI-Supported System Administration. SIMBig 2019: 1-7 - [c153]Daniel Thilo Schroeder, Kevin Styp-Rekowski, Florian Schmidt, Alexander Acker, Odej Kao:
Graph-based Feature Selection Filter Utilizing Maximal Cliques. SNAMS 2019: 297-302 - [c152]Ilja Behnke, Lauritz Thamsen, Odej Kao:
Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds. UCC Companion 2019: 15-20 - 2018
- [j13]Neil Y. Yen, Ching-Hsien Hsu, Qun Jin, Odej Kao:
Special issue on "Advances in human-like intelligence towards next-generation web". Neurocomputing 279: 1-2 (2018) - [j12]Han-Chieh Chao, Douglas E. Comer, Odej Kao:
Space and Terrestrial Integrated Networks: Emerging Research Advances, Prospects, and Challenges. IEEE Netw. 33(1): 6-7 (2018) - [c151]Anton Gulenko, Florian Schmidt, Alexander Acker, Marcel Wallschläger, Odej Kao, Feng Liu:
Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering. IEEE CLOUD 2018: 912-915 - [c150]Ilya Verbitskiy, Lauritz Thamsen, Thomas Renner, Odej Kao:
CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters. CloudCom 2018: 81-88 - [c149]Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao:
Unsupervised Anomaly Event Detection for VNF Service Monitoring Using Multivariate Online Arima. CloudCom 2018: 278-283 - [c148]Alexander Acker, Florian Schmidt, Anton Gulenko, Odej Kao:
Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems. CloudCom 2018: 290-295 - [c147]Anton Gulenko, Marcel Wallschläger, Odej Kao:
A Practical Implementation of In-Band Network Telemetry in Open vSwitch. CloudNet 2018: 1-4 - [c146]Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Alexander Acker, Odej Kao:
Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution. CloudNet 2018: 1-6 - [c145]Florian Schmidt, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Vincent Hennig, Feng Liu, Odej Kao:
IFTM - Unsupervised Anomaly Detection for Virtualized Network Function Services. ICWS 2018: 187-194 - [c144]Thomas Renner, Johannes Müller, Odej Kao:
Endolith: A Blockchain-Based Framework to Enhance Data Retention in Cloud Storages. PDP 2018: 627-634 - [c143]Florian Schmidt, Florian Suri-Payer, Anton Gulenko, Marcel Wallschläger, Alexander Acker, Odej Kao:
Unsupervised Anomaly Event Detection for Cloud Monitoring Using Online Arima. UCC Companion 2018: 71-76 - 2017
- [c142]Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, Odej Kao:
Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference. BigData Congress 2017: 145-152 - [c141]Alexander Acker, Florian Schmidt, Anton Gulenko, Reinhard Kietzmann, Odej Kao:
Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams. IEEE BigData 2017: 3841-3846 - [c140]Thomas Renner, Johannes Müller, Lauritz Thamsen, Odej Kao:
Addressing Hadoop's Small File Problem With an Appendable Archive File Format. Conf. Computing Frontiers 2017: 367-372 - [c139]Lauritz Thamsen, Ilya Verbitskiy, Jossekin Beilharz, Thomas Renner, Andreas Polze, Odej Kao:
Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets. CloudCom 2017: 146-153 - [c138]Thomas Renner, Lauritz Thamsen, Odej Kao:
Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring. DATA 2017: 38-47 - [c137]Marcel Wallschläger, Anton Gulenko, Florian Schmidt, Odej Kao, Feng Liu:
Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection. FNC/MobiSPC 2017: 510-515 - [c136]Jannis Koch, Lauritz Thamsen, Florian Schmidt, Odej Kao:
SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows. PDCAT 2017: 156-163 - [c135]Florian Schmidt, Vincent Hennig, Sarah Köhler, Marcel Wallschläger, Anton Gulenko, Hartmut Schmidt, Odej Kao:
Novel framework combining health records with medical algorithms. PervasiveHealth 2017: 480-481 - [c134]Lauritz Thamsen, Thomas Renner, Ilya Verbitskiy, Odej Kao:
Adaptive Resource Management for Distributed Data Analytics. TopHPC 2017: 155-170 - 2016
- [c133]Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu:
Evaluating machine learning algorithms for anomaly detection in clouds. IEEE BigData 2016: 2716-2721 - [c132]Thomas Renner, Lauritz Thamsen, Odej Kao:
CoLoc: Distributed data and container colocation for data-intensive applications. IEEE BigData 2016: 3008-3015 - [c131]Anton Gulenko, Marcel Wallschläger, Florian Schmidt, Odej Kao, Feng Liu:
A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems. FNC/MobiSPC 2016: 491-496 - [c130]Marc Koerner, Odej Kao:
MAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks. FNC/MobiSPC 2016: 497-501 - [c129]Mareike Höger, Odej Kao:
Record Skipping in Parallel Data Processing Systems. ICCAC 2016: 107-110 - [c128]Lauritz Thamsen, Thomas Renner, Odej Kao:
Continuously Improving the Resource Utilization of Iterative Parallel Dataflows. ICDCS Workshops 2016: 1-6 - [c127]Saeed Haddadi Makhsous, Anton Gulenko, Odej Kao, Feng Liu:
High available deployment of cloud-based virtualized network functions. HPCS 2016: 468-475 - [c126]Alexander Stanik, Odej Kao:
A proposal for REST with XMPP as base protocol for intercloud communication. IISA 2016: 1-6 - [c125]Lauritz Thamsen, Ilya Verbitskiy, Florian Schmidt, Thomas Renner, Odej Kao:
Selecting resources for distributed dataflow systems according to runtime targets. IPCCC 2016: 1-8 - [c124]Marc Körner, Alexander Stanik, Odej Kao, Marcel Wallschläger, Sören Becker:
The ASCETiC Testbed - An Energy Efficient Cloud Computing Environment. TRIDENTCOM 2016: 93-102 - [c123]Mareike Höger, Odej Kao:
Progress Estimation in Parallel Data Processing Systems. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 690-697 - [c122]Ilya Verbitskiy, Lauritz Thamsen, Odej Kao:
When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 698-705 - 2015
- [j11]Alexander Stanik, Marc Körner, Odej Kao:
Service-level agreement aggregation for quality of service-aware federated cloud networking. IET Networks 4(5): 264-269 (2015) - [j10]Neil Y. Yen, Odej Kao, Hai Jiang, Jason C. Hung:
Emergence in User Experience and Quality of Service for Internet of Things. Int. J. Distributed Sens. Networks 11: 807121:1 (2015) - [c121]Thomas Renner, Lauritz Thamsen, Odej Kao:
Network-aware resource management for scalable data analytics frameworks. IEEE BigData 2015: 2793-2800 - [c120]Andreas Kliem, Odej Kao:
The Internet of Things Resource Management Challenge. DSDIS 2015: 483-490 - [c119]Constantin Gaul, Marc Koerner, Odej Kao:
Design and Implementation of a Cloud-Federation Agent for Software Defined Networking. IC2E 2015: 323-328 - [c118]Björn Lohrmann, Peter Janacik, Odej Kao:
Elastic Stream Processing with Latency Guarantees. ICDCS 2015: 399-410 - [c117]Marc Koerner, Constantin Gaul, Odej Kao:
Evaluation of a cloud federation approach based on Software Defined Networking. LCN Workshops 2015: 657-664 - [c116]Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl:
Implicit Parallelism through Deep Language Embedding. SIGMOD Conference 2015: 47-61 - 2014
- [j9]Björn Lohrmann, Daniel Warneke, Odej Kao:
Nephele streaming: stream processing under QoS constraints at scale. Clust. Comput. 17(1): 61-78 (2014) - [j8]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:
The Stratosphere platform for big data analytics. VLDB J. 23(6): 939-964 (2014) - [c115]Alexander Stanik, Odej Kao, Rui Martins, Antonio Cruz, Dimitrios Tektonidis:
MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions. CCGRID 2014: 915-922 - [c114]Alexander Stanik, Fridtjof Sander, Odej Kao:
Autonomous Agreement-Mediation Based on WS-agreement for Improving Cloud SLAs. CloudCom 2014: 583-590 - [c113]Marc Koerner, Alexander Stanik, Odej Kao:
Applying QoS in Software Defined Networks by Using WS-agreement. CloudCom 2014: 893-898 - [c112]Marc Koerner, Odej Kao:
Oftables: A distributed packet filter. COMSNETS 2014: 1-4 - [c111]Christopher Ritter, Patrick Bittner, Odej Kao:
Vom BYOE zu GYSE. DFN-Forum Kommunikationstechnologien 2014: 67-74 - [c110]Marc Koerner, Odej Kao:
Evaluating SDN based Rack-to-Rack Multi-path Switching for Data-center Networks. FNC/MobiSPC 2014: 118-125 - [c109]Thomas Hildmann, Odej Kao:
Deploying and Extending On-Premise Cloud Storage Based on ownCloud. ICDCS Workshops 2014: 76-81 - [c108]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:
Energy Efficiency Embedded Service Lifecycle: Towards an Energy Efficient Cloud Computing Architecture. ICT4S (Workshops) 2014: 1-6 - [c107]Tobias Herb, Odej Kao:
Replicated Convergent Data Containers. MEDI 2014: 238-249 - [c106]Thomas Renner, Alexander Stanik, Marc Körner, Odej Kao:
Portable SDN Applications on the PaaS Layer. UCC 2014: 497-498 - [c105]Thomas Renner, Andreas Kliem, Odej Kao:
The Device Cloud - Applying Cloud Computing Concepts to the Internet of Things. UIC/ATC/ScalCom 2014: 396-401 - 2013
- [j7]Matthias Hovestadt, Odej Kao, Andreas Kliem, Daniel Warneke:
Adaptive Online Compression in Clouds - Making Informed Decisions in Virtual Machine Environments. J. Grid Comput. 11(2): 167-186 (2013) - [c104]Mareike Höger, Odej Kao:
Memorization of Materialization Points. CSE 2013: 1247-1254 - [c103]Erwin Laure, Odej Kao, Rosa M. Badia, Laurent Lefèvre, Beniamino Di Martino, Radu Prodan, Matteo Turilli, Daniel Warneke:
Topic 6: Grid, Cluster and Cloud Computing - (Introduction). Euro-Par 2013: 241 - [c102]Andreas Kliem, Odej Kao:
CoSeMed - cooperative and secure medical device cloud. Healthcom 2013: 260-264 - [c101]Marc Koerner, Odej Kao:
Optimizing openflow load-balancing with L2 direct server return. NOF 2013: 1-5 - [i1]Björn Lohrmann, Daniel Warneke, Odej Kao:
Nephele Streaming: Stream Processing Under QoS Constraints At Scale. CoRR abs/1308.1031 (2013) - 2012
- [c100]Alexander Stanik, Matthias Hovestadt, Odej Kao:
Hardware as a Service (HaaS): Physical and virtual hardware on demand. CloudCom 2012: 149-154 - [c99]Philipp Berndt, Matthias Hovestadt, Odej Kao:
Characterizing latency in periodic P2P hypercube gossiping. COMSNETS 2012: 1-8 - [c98]Stine Labes, Alexander Stanik, Jonas Repschläger, Odej Kao, Rüdiger Zarnekow:
Standardization Approaches within Cloud Computing: Evaluation of Infrastructure as a Service Architecture. FedCSIS 2012: 923-930 - [c97]Mareike Höger, Odej Kao, Philipp Richter, Daniel Warneke:
Ephemeral Materialization Points in Stratosphere Data Management on the Cloud. High Performance Computing Workshop (1) 2012: 163-181 - [c96]Björn Lohrmann, Daniel Warneke, Odej Kao:
Massively-parallel stream processing under QoS constraints with Nephele. HPDC 2012: 271-282 - [c95]Marc Koerner, Odej Kao:
Multiple service load-balancing with OpenFlow. HPSR 2012: 210-214 - [c94]Andreas Kliem, Matthias Hovestadt, Odej Kao:
Security and Communication Architecture for Networked Medical Devices in Mobility-Aware eHealth Environments. IEEE MS 2012: 112-114 - [c93]Valentin Grouès, Yannick Naudet, Odej Kao:
Adaptation and Evaluation of a Semantic Similarity Measure for DBPedia: A First Experiment. SMAP 2012: 87-91 - 2011
- [j6]Daniel Warneke, Odej Kao:
Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud. IEEE Trans. Parallel Distributed Syst. 22(6): 985-997 (2011) - [c92]Dominic Battré, Natalia Frejnik, Siddhant Goel, Odej Kao, Daniel Warneke:
Evaluation of Network Topology Inference in Opaque Compute Clouds through End-to-End Measurements. IEEE CLOUD 2011: 17-24 - [c91]Alexander Alexandrov, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke:
MapReduce and PACT - Comparing Data Parallel Programming Models. BTW 2011: 25-44 - [c90]Dominic Battré, Natalia Frejnik, Siddhant Goel, Odej Kao, Daniel Warneke:
Inferring Network Topologies in Infrastructure as a Service Cloud. CCGRID 2011: 604-605 - [c89]Andreas Kliem, Joachim Hänsel, Matthias Hovestadt, Michael John, Odej Kao:
Towards self-organization of networked medical devices. ETFA 2011: 1-8 - [c88]Odej Kao:
Virtualisierung als grundlage für modernen IT-betrieb. GI-Jahrestagung 2011: 73-74 - [c87]Martin Raack, Odej Kao:
Scalable Distributed Processing of Spatial Point Data. ICPADS 2011: 597-604 - [c86]Matthias Hovestadt, Odej Kao, Andreas Kliem, Daniel Warneke:
Evaluating Adaptive Compression to Mitigate the Effects of Shared I/O in Clouds. IPDPS Workshops 2011: 1042-1051 - [c85]Björn Lohrmann, Odej Kao:
Processing smart meter data streams in the cloud. ISGT Europe 2011: 1-8 - [c84]Valentin Grouès, Yannick Naudet, Odej Kao:
Combining Linguistic Values and Semantics to Represent User Preferences. SMAP 2011: 27-32 - [p1]Dang Minh Quan, Odej Kao, Jörn Altmann:
Concepts and Algorithms of Mapping Grid-Based Workflow to Resources Within an SLA Context. Guide to e-Science 2011: 383-416 - 2010
- [j5]Alexander Alexandrov, Dominic Battré, Stephan Ewen, Max Heimel, Fabian Hueske, Odej Kao, Volker Markl, Erik Nijkamp, Daniel Warneke:
Massively Parallel Data Analysis with PACTs on Nephele. Proc. VLDB Endow. 3(2): 1625-1628 (2010) - [c83]Dominic Battré, Stephan Ewen, Fabian Hueske, Odej Kao, Volker Markl, Daniel Warneke:
Nephele/PACTs: a programming model and execution framework for web-scale analytical processing. SoCC 2010: 119-130 - [c82]Christopher Ritter, Thomas Hildmann, Odej Kao:
Erfahrungen und Perspektiven eines rollenbasierten IdM. DFN-Forum Kommunikationstechnologien 2010: 83-92 - [c81]Philipp Berndt, Dominic Battré, Odej Kao:
A hybrid approach to modeling end-to-end delay in P2P networks. AVSTP2P@MM 2010: 37-42 - [c80]Stefan Gudenkauf, Guido Scherp, Wilhelm Hasselbring, André Höing, Odej Kao:
Workflow Modeling for WS-BPEL-based Service Orchestration in SMEs. Software Engineering (Workshops) 2010: 185-192
2000 – 2009
- 2009
- [c79]Dominic Battré, André Höing, Martin Raack, Ulf Rerrer-Brusch, Odej Kao:
Extending Pastry by an Alphanumerical Overlay. CCGRID 2009: 36-43 - [c78]Guido Scherp, André Höing, Stefan Gudenkauf, Wilhelm Hasselbring, Odej Kao:
Using UNICORE and WS-BPEL for Scientific Workflow Execution in Grid Environments. Euro-Par Workshops 2009: 335-344 - [c77]Björn Lohrmann, Dominic Battré, Odej Kao:
Towards Parallel Processing of RDF Queries in DHTs. Globe 2009: 36-47 - [c76]Martin Raack, Dominic Battré, André Höing, Odej Kao:
Papnet: A Proximity-aware Alphanumeric Overlay Supporting Ganesan On-Line Load Balancing. ICPADS 2009: 440-447 - [c75]Daniel Warneke, Odej Kao:
Nephele: efficient parallel data processing in the cloud. SC-MTAGS 2009 - 2008
- [j4]Odej Kao:
On parallel image retrieval with dynamically extracted features. Parallel Comput. 34(12): 700-709 (2008) - [c74]Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß:
Virtual Execution Environments for ensuring SLA-compliant Job Migration in Grids. IEEE SCC (2) 2008: 571-572 - [c73]Axel Keller, Kerstin Voß, Dominic Battré, Matthias Hovestadt, Odej Kao:
Quality assurance of Grid service provisioning by risk aware managing of resource failures. CRiSIS 2008: 149-157 - [c72]Christopher Ritter, Odej Kao, Thomas Hildmann:
Rollenbasierte Identitäts- und Autorisierungsverwaltung an der TU Berlin. DFN-Forum Kommunikationstechnologien 2008: 97-106 - [c71]Stefan Gudenkauf, Wilhelm Hasselbring, André Höing, Guido Scherp, Odej Kao:
Workflow Service Extensions for UNICORE 6 - Utilising a Standard WS-BPEL Engine for Grid Service Orchestration. Euro-Par Workshops 2008: 103-112 - [c70]Georg Birkenheuer, Matthias Hovestadt, Odej Kao, Kerstin Voß:
Overbooking in Planning Based Scheduling Systems. GCA 2008: 242-248 - [c69]Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß:
Germany, Belgium, France, and Back Again: Job Migration using Globus. GCA 2008: 249-252 - [c68]Dominic Battré, Karim Djemame, Iain Gourlay, Matthias Hovestadt, Odej Kao, James Padgett, Kerstin Voß, Daniel Warneke:
AssessGrid Strategies for Provider Ranking Mechanisms in Risk-Aware Grid Systems. GECON 2008: 226-233 - [c67]Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß:
Job Migration and Fault Tolerance in SLA-Aware Resource Management Systems. GPC Workshops 2008: 43-48 - [c66]Dominic Battré, Matthias Hovestadt, Odej Kao, Axel Keller, Kerstin Voß:
Implementation of Virtual Execution Environments for Improving SLA-Compliant Job Migration in Grids. ICPP Workshops 2008: 47-52 - [c65]Stefan Gudenkauf, Wilhelm Hasselbring, Felix Heine, André Höing, Odej Kao, Guido Scherp:
A Software Architecture for Grid Utilisation in Business Workflows. Multikonferenz Wirtschaftsinformatik 2008 - [c64]Thomas Hildmann, Odej Kao, Christopher Ritter:
eXtreme Role Engineering: Ein neuer Ansatz zur Rechtedefinition und -vergabe. Sicherheit 2008: 569-573 - [c63]Dominic Battré, Matthias Hovestadt, Axel Keller, Odej Kao, Kerstin Voss:
Virtual Execution Environments and the Negotiation of Service Level Agreements in Grid Systems. SVM 2008: 1-12 - [c62]Dominic Battré, André Höing, Matthias Hovestadt, Odej Kao, Ulf Rerrer-Brusch:
Adopting DataGuides to RDF Databases. SWWS 2008: 320-323 - [c61]Dominic Battré, Felix Heine, André Höing, Matthias Hovestadt, Odej Kao, Christoph Liebetruth:
Dynamic Knowledge in DHT Based RDF Stores. SWWS 2008: 324-327 - 2007
- [c60]Dominic Battré, Karim Djemame, Odej Kao, Kerstin Voß:
Gaining users' trust by publishing failure probabilities. SecureComm 2007: 193-198 - 2006
- [c59]Matthias Hovestadt, Odej Kao, Kerstin Voß:
The First Step of Introducing Risk Management for Prepossessing SLAs. IEEE SCC 2006: 36-43 - [c58]Hua Chen, Peter F. Elzer, Odej Kao:
Integrating a Real-Time Captured Object into Mixed Reality. CW 2006: 17-24 - [c57]Dominic Battré, Felix Heine, André Höing, Odej Kao:
On Triple Dissemination, Forward-Chaining, and Load Balancing in DHT Based RDF Stores. DBISP2P 2006: 343-354 - [c56]Karim Djemame, Iain Gourlay, James Padgett, Georg Birkenheuer, Matthias Hovestadt, Odej Kao, Kerstin Voß:
Introducing Risk Management into the Grid. e-Science 2006: 28 - [c55]Geoff Coulson, Harald Kosch, Odej Kao, Frank J. Seinstra:
Topic 11: Distributed and High-Performance Multimedia. Euro-Par 2006: 763 - [c54]Dominic Battré, Felix Heine, Odej Kao:
Top k RDF Query Evaluation in Structured P2P Networks. Euro-Par 2006: 995-1004 - [c53]Dominic Battré, Felix Heine, André Höing, Odej Kao:
BabelPeers: P2P based Semantic Grid Resource Discovery. High Performance Computing Workshop 2006: 288-307 - 2005
- [j3]Dang Minh Quan, Odej Kao:
On Architecture for Sla-aware Workflows in Grid Environments. J. Interconnect. Networks 6(3): 245-264 (2005) - [c52]Dang Minh Quan, Odej Kao:
On Architecture for SLA-Aware Workflows in Grid Environments. AINA 2005: 287-292 - [c51]Felix Heine, Matthias Hovestadt, Odej Kao:
Processing complex RDF queries over P2P networks. P2PIR@CIKM 2005: 41-48 - [c50]Dang Minh Quan, Odej Kao:
Mapping Workflows onto Grid Resources Within an SLA Context. EGC 2005: 1107-1116 - [c49]Dang Minh Quan, Odej Kao:
SLA Negotiation Protocol for Grid-Based Workflows. HPCC 2005: 505-510 - [c48]Felix Heine, Matthias Hovestadt, Odej Kao, Achim Streit:
On the Impact of Reservations from the Grid on Planning-Based Resource Management. International Conference on Computational Science (3) 2005: 155-162 - [c47]Odej Kao, Stefan Lietsch:
Colos -A System for Device Unaware and Position Dependent Communication Based on the Session Initiation Protocol. INTELLCOMM 2005: 261-270 - [c46]Lars-Olof Burchard, Barry Linnert, Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller:
A Quality-of-Service Architecture for Future Grid Computing Applications. IPDPS 2005 - [c45]Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller:
Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems. PARCO 2005: 113-120 - [c44]Ulf Rerrer, Odej Kao:
QoS-aware Query Processing in Cluster-based Image Databases. PARCO 2005: 491-498 - [c43]Andreas Brüning, Stefan Geisler, Odej Kao, Martin Hoefer:
QoS Resource Management for Cluster-Based Image Retrieval Systems. PDPTA 2005: 301-310 - [r1]Stefan Geisler, Odej Kao:
Parallel and Distributed Multimedia Databases. Encyclopedia of Information Science and Technology (IV) 2005: 2265-2271 - 2004
- [j2]Frank Drews, Klaus H. Ecker, Odej Kao, Silke Schomann:
Strategies For Workload Balancing In Cluster-Based Image Databases. Parallel Process. Lett. 14(1): 33-44 (2004) - [c42]Lars-Olof Burchard, Matthias Hovestadt, Odej Kao, Axel Keller, Barry Linnert:
The virtual resource manager: an architecture for SLA-aware resource management. CCGRID 2004: 126-133 - [c41]Stephan Blazy, Odej Kao, Oliver Marquardt:
padviz - A Prototype for Visualization of Three Dimensional Fluid Flow on Unstructured Grids. CISST 2004: 237-240 - [c40]Stefan Geisler, Odej Kao:
Region of Interest Video Coding for Result Presentation in Distributed Video Databases. CISST 2004: 427-433 - [c39]Lars-Olof Burchard, Hans-Ulrich Heiss, Barry Linnert, Jörg Schneider, Felix Heine, Matthias Hovestadt, Odej Kao, Axel Keller:
The Virtual Resource Manager: Local Autonomy Versus QoS Guarantees for Grid Applications. Future Generation Grids 2004: 83-98 - [c38]Odej Kao, Harald Kosch, Subramania Sudharsanan, Andreas Uhl:
Topic 12: High Performance Multimedia. Euro-Par 2004: 751 - [c37]Felix Heine, Matthias Hovestadt, Odej Kao:
Towards Ontology-Driven P2P Grid Resource Discovery. GRID 2004: 76-83 - [c36]Felix Heine, Matthias Hovestadt, Odej Kao, Alex Keller:
SLA-aware job migration in grid environments. High Performance Computing Workshop 2004: 185-201 - [c35]Odej Kao, Ulf Rerrer:
Multimedia Services for Location-Aware, Ad-Hoc Collaboration in Wireless Networks. International Conference on Wireless Networks 2004: 549-555 - [c34]Odej Kao, Ulf Rerrer, G. Steinert, S. Witting:
Face Recognition Using MMS-Mobile Devices. International Conference on Wireless Networks 2004: 644-650 - [c33]Andreas Brüning, Frank Drews, Martin Hoefer, Odej Kao, Ulf Rerrer:
Towards Quality of Service Based Resource Management for Cluster-Based Image Database. MSV/AMCS 2004: 373-379 - [c32]Stephan Blazy, Odej Kao, Oliver Marquardt:
PMF - A Comfortable, Modular Framework for Parallel Meshing Algorithms. PDPTA 2004: 648-651 - 2003
- [j1]Ingo la Tendresse, Odej Kao:
Mosaic-based sketching interface for image databases. J. Vis. Lang. Comput. 14(3): 275-293 (2003) - [c31]Odej Kao, Ingo la Tendresse, Constantin Werner, Marco Zibull:
Supporting Digital Watermarks with Error-Correcting Codes. CISST 2003: 31-37 - [c30]Stefan Geisler, Odej Kao, Ingo la Tendresse, M. Timm, T. Winkler:
ShaderSearch - Simple Template Matching on a GForce4. CISST 2003: 538-541 - [c29]Constantin Werner, Odej Kao, Ingo la Tendresse, Marco Zibull:
Search for Similar Scenes in Newsfeeds Based on Image Warping Technique. CISST 2003: 542-550 - [c28]Matthias Hovestadt, Odej Kao, Axel Keller, Achim Streit:
Scheduling in HPC Resource Management Systems: Queuing vs. Planning. JSSPP 2003: 1-20 - [c27]Ulf Rerrer, Odej Kao, Frank Drews:
Extending the Divisible Task Model for Workload Balancing in Clusters. PARCO 2003: 219-224 - [c26]Silke Schomann, Frank Drews, Odej Kao:
Evolutionary Algorithms for Scheduling in the Extended LogGP Model. PDPTA 2003: 286-292 - [c25]Frank Drews, Odej Kao, Ulf Rerrer, Klaus H. Ecker:
Extending the Divisible Task Model for Load Balancing in Parallel and Distributed Systems. PDPTA 2003: 493-497 - [c24]Stephan Blazy, Odej Kao, Oliver Marquardt:
padfem2 - An Efficient, Comfortable Framework for Massively Parallel FEM-Applications. PVM/MPI 2003: 681-685 - 2002
- [c23]Timo Bretschneider, Odej Kao:
Retrieval of Multispectral Satellite Imagery on Cluster Architectures (Research Note). Euro-Par 2002: 342-345 - [c22]Ingo la Tendresse, Odej Kao, Michael Skubowius:
Mosaic feedback for sketch training and retrieval improvement. ICME (2) 2002: 437-440 - [c21]Timo Bretschneider, R. Cavet, Odej Kao:
Retrieval of remotely sensed imagery using spectral information content. IGARSS 2002: 2253-2255 - [c20]Odej Kao, Timo Bretschneider, Gerhard R. Joubert:
Image Retrieval with Gabor-Wavelet-Networks. IMSA 2002: 312-317 - [c19]Stefan Geisler, Odej Kao:
Cluster-Based Organisation and Retrieval of Newsfeed Archives. JCIS 2002: 1033-1036 - [c18]Frank Drews, Klaus H. Ecker, Odej Kao, Silke Schomann:
A Stimulated Annealing Strategy for Workload Balancing in Parallel Image Databases. PDPTA 2002: 734-740 - [c17]S. Stapel, Odej Kao:
Strategies for Data Replication and Data Recovery in Distributed Image Databases. PDPTA 2002: 970-976 - 2001
- [c16]Ingo la Tendresse, Jens Gottlieb, Odej Kao:
The Effects of Partial Restarts in Evolutionary Search. Artificial Evolution 2001: 117-127 - [c15]Odej Kao, G. Steinert, Frank Drews:
Scheduling Aspects for Image Retrieval in Cluster-Based Image Databases. CCGRID 2001: 329-336 - [c14]Odej Kao:
Parallel and Distributed Methods for Image Retrieval with Dynamic Feature Extraction on Cluster Architectures. DEXA Workshop 2001: 110-114 - [c13]Odej Kao:
A Prototype for a Distributed Image Retrieval System. HPCN Europe 2001: 579-582 - [c12]Timo Bretschneider, C. Miller, Odej Kao:
Interpolation of scratches in motion picture films. ICASSP 2001: 1873-1876 - [c11]Gerhard R. Joubert, Odej Kao:
Efficient Dynamic Image Retrieval Using the Á Trous Wavelet Transformation. IEEE Pacific Rim Conference on Multimedia 2001: 343-350 - 2000
- [c10]Odej Kao, Ingo la Tendresse:
CLIMS - A System for Image Retrieval by Using Colour and Wavelet Features. ADVIS 2000: 238-247 - [c9]Odej Kao, J. Engehausen:
Beseitigung von Flecken in digitalen Filmsequenzen. DAGM-Symposium 2000: 43-50 - [c8]Odej Kao:
SMP and Cluster Architectures for Retrieval of Images in Digital Libraries. DELOS 2000 - [c7]Odej Kao, Gerhard R. Joubert:
A Content Based Internet Search Engine for Analysis and Archival of MPEG-1 Compressed Newsfeeds. IEEE International Conference on Multimedia and Expo (II) 2000: 1155-1158 - [c6]Odej Kao:
Parallel Strategies for Noise Removal with the Modified Triangle Operator. PDPTA 2000 - [c5]Odej Kao:
Towards cluster based Image Retrieval. PDPTA 2000 - [c4]Thomas Feyer, Odej Kao, Klaus-Dieter Schewe, Bernhard Thalheim:
Design of Data-Intesive Web-based Information Services. WISE 2000: 462-467
1990 – 1999
- 1999
- [c3]Guido Falkemeier, Gerhard R. Joubert, Odej Kao:
Internet Supported Analysis of MPEG Compressed Newsfeeds. IMSA 1999: 11-15 - [c2]Odej Kao:
A parallel triangle operator for noise removal in true colour images. PARCO 1999: 350-357 - [c1]M. Gaus, Gerhard R. Joubert, Odej Kao, S. Riedel, S. Stapel:
Distributed high-speed computing of multimedia data. PARCO 1999: 510-517 - 1997
- [b1]Odej Kao:
Neue Ansätze zur Unterdrückung von Impulsrauschen in Grauwert- und Farbbildern. Clausthal University of Technology, Papierflieger 1997, ISBN 3-89720-080-5, pp. 1-175