Sökning: "KTH ericsson"

Visar resultat 1 - 5 av 279 uppsatser innehållade orden KTH ericsson.

  1. 1. PRIMUS Gaspåfyllning

    Kandidat-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :Sanna Ericsson; Amanda Gåhlin; [2023]
    Nyckelord :;

    Sammanfattning : Idag används många engångsgasbehållare för främst matlagning ute i naturen till friluftskök. Dessa måste sedan slängas eller återvinnas när gasen är slut. LÄS MER

  3. 2. Optimization of the Cloud-Native Infrastructure using Artificial Intelligence

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Animesh Singh; [2023]
    Nyckelord :Artificial Intelligence; Test Channel Build; Test Channel Scheduling; Artificiell intelligens; Byggning av testkanal; Schemaläggning av testkanal;

    Sammanfattning : To test Cloud RAN applications, such as the virtual distributed unit (vDU) and centralized virtual unit (vCU), a test environment is required, commonly known as a “test bed” or “test channel”. This test bed comprises various cloudnative infrastructures, including different hardware and software components. LÄS MER

  4. 3. AI/ML Development for RAN Applications : Deep Learning in Log Event Prediction

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Yuxin Sun; [2023]
    Nyckelord :LSTM; Anomaly Detection; Failure Prediction; Log Mining; Deep Learning; LSTM; Anomali Detection; Failure Prediction; Log Mining; Deep Learning;

    Sammanfattning : Since many log tracing application and diagnostic commands are now available on nodes at base station, event log can easily be collected, parsed and structured for network performance analysis. In order to improve In Service Performance of customer network, a sequential machine learning model can be trained, test, and deployed on each node to learn from the past events to predict future crashes or a failure. LÄS MER

  5. 4. Finding Causal Relationships Among Metrics In A Cloud-Native Environment

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Suresh Rishi Nandan; [2023]
    Nyckelord :Causality; Causal Discovery; Bayesian Network; Conditional Independence; Partial Correlation; Ensemble Causal Discovery; Anomaly Detection; Causal Graphs; Causality; Causal Discovery; Bayesian Network; Conditional Indeberoende; partiell korrelation; Ensemble Causal Discovery; Anomali Detektion; kausala grafer;

    Sammanfattning : Automatic Root Cause Analysis (RCA) systems aim to streamline the process of identifying the underlying cause of software failures in complex cloud-native environments. These systems employ graph-like structures to represent causal relationships between different components of a software application. LÄS MER

  7. 5. Product Structures with Attribute Management for future PLM systems : A study for Ericsson BOM Management

    Master-uppsats, KTH/Skolan för industriell teknik och management (ITM)

    Författare :PAWAN RAJ SINGH; [2023]
    Nyckelord :PLM; BOM; PRIM; 3DX; Attribute; Widget; Product Structure; WoW; OOTB; PLM; BOM; PRIM; 3DX; Attribute; Widget; Product Structure; WoW; OOTB;

    Sammanfattning : Information Management in the database system for the Product Development process demands continuous evolution and digital transformation investigations with the PLM systems to explore the latest functionalities. Ericsson today has a main frame PDM system PRIM with various connected sub-systems to store the Product related data which serves limited functionality and does not fully track the complete lifecycle in the IT system landscape. LÄS MER