Odej Kao

Best Publications

• The Stratosphere platform for big data analytics

  Alexander Alexandrov;Rico Bergmann;Stephan Ewen;Johann-Christoph Freytag

  642
  Citations

• Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud

  Unknown

  412
  Citations

• Nephele/PACTs: a programming model and execution framework for web-scale analytical processing

  Dominic Battré;Stephan Ewen;Fabian Hueske;Odej Kao

  401
  Citations

• Scheduling in HPC Resource Management Systems: Queuing vs. Planning

  Unknown

  232
  Citations

• Nephele: efficient parallel data processing in the cloud

  Unknown

  228
  Citations

• MicroRCA: Root Cause Localization of Performance Issues in Microservices

  Li Wu;Johan Tordsson;Erik Elmroth;Odej Kao

  181
  Citations

• Elastic Stream Processing with Latency Guarantees

  Unknown

  165
  Citations

• Multiple service load-balancing with OpenFlow

  Unknown

  158
  Citations

• Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs

  Sasho Nedelkoski;Jasmin Bogatinovski;Alexander Acker;Jorge Cardoso

  141
  Citations

• Anomaly Detection from System Tracing Data Using Multimodal Deep Learning

  Sasho Nedelkoski;Jorge Cardoso;Odej Kao

  124
  Citations

• The virtual resource manager: an architecture for SLA-aware resource management

  Unknown

  102
  Citations

• Towards Ontology-Driven P2P Grid Resource Discovery

  Unknown

  96
  Citations

• Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines

  Unknown

  92
  Citations

• MapReduce and PACT - Comparing Data Parallel Programming Models.

  Alexander Alexandrov;Stephan Ewen;Max Heimel;Fabian Hueske

  75
  Citations

• Anomaly Detection and Classification using Distributed Tracing and Deep Learning

  Sasho Nedelkoski;Jorge Cardoso;Odej Kao

  74
  Citations

• Massively parallel data analysis with PACTs on Nephele

  Alexander Alexandrov;Max Heimel;Volker Markl;Dominic Battré

  73
  Citations

• Implicit Parallelism through Deep Language Embedding

  Alexander Alexandrov;Andreas Kunft;Asterios Katsifodimos;Felix Schüler

  72
  Citations

• Retrieval of remotely sensed imagery using spectral information content

  Unknown

  69
  Citations

• Self-supervised Log Parsing

  Sasho Nedelkoski;Jasmin Bogatinovski;Alexander Acker;Jorge Cardoso

  65
  Citations

• Introducing Risk Management into the Grid

  Unknown

  65
  Citations