World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
31
Citations
5693
World Ranking
13455
National Ranking
645

Best Publications

  • The Stratosphere platform for big data analytics

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

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

    Unknown

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

    Dominic Battré;Stephan Ewen;Fabian Hueske;Odej Kao

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

    Unknown

  • Nephele: efficient parallel data processing in the cloud

    Unknown

  • MicroRCA: Root Cause Localization of Performance Issues in Microservices

    Li Wu;Johan Tordsson;Erik Elmroth;Odej Kao

  • Elastic Stream Processing with Latency Guarantees

    Unknown

  • Multiple service load-balancing with OpenFlow

    Unknown

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

    Sasho Nedelkoski;Jasmin Bogatinovski;Alexander Acker;Jorge Cardoso

  • Anomaly Detection from System Tracing Data Using Multimodal Deep Learning

    Sasho Nedelkoski;Jorge Cardoso;Odej Kao

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

    Unknown

  • Towards Ontology-Driven P2P Grid Resource Discovery

    Unknown

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

    Unknown

  • MapReduce and PACT - Comparing Data Parallel Programming Models.

    Alexander Alexandrov;Stephan Ewen;Max Heimel;Fabian Hueske

  • Anomaly Detection and Classification using Distributed Tracing and Deep Learning

    Sasho Nedelkoski;Jorge Cardoso;Odej Kao

  • Massively parallel data analysis with PACTs on Nephele

    Alexander Alexandrov;Max Heimel;Volker Markl;Dominic Battré

  • Implicit Parallelism through Deep Language Embedding

    Alexander Alexandrov;Andreas Kunft;Asterios Katsifodimos;Felix Schüler

  • Retrieval of remotely sensed imagery using spectral information content

    Unknown

  • Self-supervised Log Parsing

    Sasho Nedelkoski;Jasmin Bogatinovski;Alexander Acker;Jorge Cardoso

  • Introducing Risk Management into the Grid

    Unknown

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