Data-intensive Systems and Applications Lab

Publikation

Publikationer pr. år 2024 2025 2025

• 2 Tidsskriftartikel
• 1 Konferencebidrag i proceedings
• 1 Ph.d.-afhandling

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2025

  Modyn: Data-Centric Machine Learning Pipeline Orchestration

  Böther, M., Robroek, T. T., Gsteiger, V., Holzinger, R., Ma, X., Tözün, P. & Klimovic, A., 1 feb. 2025, I: Proc. ACM Manag. Data. 3, 1, 30 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning › peer review

  Åben adgang

  • Data-driven Machine Learning 100%
  • Selection Policy 75%
  • Triggering Policy 75%
  • Training pipeline 25%
  • Fair Comparison 25%

• Resource-Efficient Machine Learning (Dagstuhl Seminar 24311)

  Balmau, O., Boehm, M., Klimovic, A., Pietzuch, P. R. & Tözün, P., 14 feb. 2025, I: Dagstuhl Reports. 14, 7, s. 153-169 17 s.

  Publikation: Artikel i tidsskrift og konference artikel i tidsskrift › Tidsskriftartikel › Forskning

  Åben adgang

  • Resource-efficient Machine Learning 100%
  • Learning Resources 10%
  • Job Scheduling 10%
  • Deep Learning Compiler 10%
  • Scheduling Management 10%

• The Five-Minute Rule for the Cloud: Caching in Analytics Systems

  Duwe, K., Anadiotis, A., Lamb, A., Lersch, L., Leskes, B., Ritter, D. & Tözün, P., 2025, Conference on Innovative Data Systems Research. Conference on Innovative Data Systems Research

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Analytics Systems 100%
  • Design Space 50%
  • System Designer 50%
  • Review Paper 50%
  • System Architect 50%
• 2024

  Resourceful Learning: Training More Models with Fewer Resources

  Robroek, T. T., 2024, IT-Universitetet i København. 127 s.

  Publikation: Afhandlinger › Ph.d.-afhandling

  • Collocation 100%
  • Few Resources 100%
  • Computer Hardware 100%
  • Training Model 80%
  • Data Loading 80%