Essays about: "forecasting ericsson"

Showing result 1 - 5 of 15 essays containing the words forecasting ericsson.

  1. 1. Detecting Faults in Telecom Software Using Diffusion Models : A proof of concept study for the application of diffusion models on Telecom data

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mohamad Nabeel; [2023]
    Keywords : Diffusion models; Anomaly Detection; Telecommunication; Time Series; Diffusionsmodeller; Anomalitetsdetektering; Telekommunikation; Tidsserier;

    Abstract : This thesis focuses on software fault detection in the telecom industry, which is crucial for companies like Ericsson to ensure stable and reliable software. Given the importance of software performance to companies that rely on it, automatically detecting faulty behavior in test or operational environments is challenging. READ MORE

  3. 2. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Sofia Färenmark; [2023]
    Keywords : Imbalanced data classification; LASSO; Boruta; SVM; RFC; neural network; decision tree; AUC; AUPRC;

    Abstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE

  4. 3. Managing Demand Variability by Distinguishing between Internal and External Variability : Investigating the Requirements for Managing Demand through Demand Shaping in B2B Companies

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Ewelyn Strandberg; Ingrid Åsenius; [2022]
    Keywords : Demand shaping; Demand management; Demand variability; Internal demand variability; Forecasting; External demand variability; Integrating demand and supply; Styra efterfrågan; Variationshantering; Efterfrågevariation; Intern efterfrågevariation; Prognostisering; Extern efterfrågevariation; Integering av försäljnings- och leveransfunktioner;

    Abstract : Due to the increasingly uncertain environments that global supply chains operate within, both due to component shortages and other types of challenges, the possibility of managing demand variability and balancing it with supply capabilities is getting more challenging. The primary way to deal with these fluctuations in demand is by building flexibility in the supply chain to meet the variations that occur and keep the customers satisfied. READ MORE

  5. 4. BEYOND BUDGETING - The effect of reallocating resources towards agility in an uncertain world

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Matilde Delzanno; Yasin Emin Ayranci; [2022]
    Keywords : Beyond Budgeting; Resource Allocation; Agile; Contingency Theory; Covid-19;

    Abstract : Traditional management continues to be criticized for its ineffective processes as new management control systems slowly enter the market. One of these being Beyond Budgeting, shifting the traditional processes of target setting, resource allocation and forecasting. READ MORE

  6. 5. Machine learning embedded automation in financial forecasting : A quantitative case study at Ericsson

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Isak Hassbring; [2022]
    Keywords : ;

    Abstract : In today’s increasingly data-driven world, time series forecasting is becoming a prevalent practice. Business executives can make better decisions aided by insights from financial forecasts. READ MORE