PL4365779T3 - Sposób i urządzenia do monitorowania danych wydajności modelu ai - Google Patents

Sposób i urządzenia do monitorowania danych wydajności modelu ai

Info

Publication number
PL4365779T3
PL4365779T3 PL22205446.2T PL22205446T PL4365779T3 PL 4365779 T3 PL4365779 T3 PL 4365779T3 PL 22205446 T PL22205446 T PL 22205446T PL 4365779 T3 PL4365779 T3 PL 4365779T3
Authority
PL
Poland
Prior art keywords
devices
model
performance data
monitoring performance
monitoring
Prior art date
Application number
PL22205446.2T
Other languages
English (en)
Inventor
Antonia Adler
Jean-Marc WANKA
Moritz Krah
Original Assignee
Helsing Gmbh
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Helsing Gmbh filed Critical Helsing Gmbh
Publication of PL4365779T3 publication Critical patent/PL4365779T3/pl

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/04—Inference or reasoning models
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0751—Error or fault detection not based on redundancy
    • G06F11/0754—Error or fault detection not based on redundancy by exceeding limits
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2201/00—Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/81—Threshold

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Linguistics (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Debugging And Monitoring (AREA)
  • Hardware Redundancy (AREA)
PL22205446.2T 2022-11-04 2022-11-04 Sposób i urządzenia do monitorowania danych wydajności modelu ai PL4365779T3 (pl)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
EP22205446.2A EP4365779B1 (en) 2022-11-04 2022-11-04 Method and devices for monitoring performance data of an ai model

Publications (1)

Publication Number Publication Date
PL4365779T3 true PL4365779T3 (pl) 2025-10-06

Family

ID=84358043

Family Applications (1)

Application Number Title Priority Date Filing Date
PL22205446.2T PL4365779T3 (pl) 2022-11-04 2022-11-04 Sposób i urządzenia do monitorowania danych wydajności modelu ai

Country Status (6)

Country Link
EP (1) EP4365779B1 (pl)
AU (1) AU2023374732A1 (pl)
ES (1) ES3046435T3 (pl)
IL (1) IL320575A (pl)
PL (1) PL4365779T3 (pl)
WO (1) WO2024094849A1 (pl)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB202302321D0 (en) * 2023-02-17 2023-04-05 Samsung Electronics Co Ltd Methods and apparatus for Ai/Ml model monitoring

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12147877B2 (en) * 2019-11-04 2024-11-19 Domino Data Lab, Inc. Systems and methods for model monitoring
WO2021252734A1 (en) * 2020-06-11 2021-12-16 DataRobot, Inc. Systems and methods for managing machine learning models
EP4071670A1 (en) * 2021-04-09 2022-10-12 Siemens Aktiengesellschaft Technical system for a centralized generation of a plurality of trained, retrained and/or monitored machine learning models, wherein the generated machine learning models are executed decentral

Also Published As

Publication number Publication date
EP4365779C0 (en) 2025-08-06
WO2024094849A1 (en) 2024-05-10
ES3046435T3 (en) 2025-12-02
IL320575A (en) 2025-07-01
EP4365779A1 (en) 2024-05-08
AU2023374732A1 (en) 2025-06-05
EP4365779B1 (en) 2025-08-06

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