Essays about: "DBSCAN"

Showing result 21 - 25 of 63 essays containing the word DBSCAN.

1. 21. Automatic Physical Cell Identity Planning using Machine Learning

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Bala Naga Sai Venkata Bharath Manda; Manideep Yama; [2022]
   Keywords : Physical Cell Identity; 3GPP; Machine Learning; 5G; DBSCAN;

   Abstract : Background: The growing needs of communications have a higher demand for data and stream-less services for the users. A unique physical cell identity (PCI) is assigned to transfer data between the cellular base station (gNB) and user equipment (UE). It is used to transmit the data to multiple users simultaneously. READ MORE

3. 22. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Ali Homayouni; [2022]
   Keywords : natural language processing; failure clustering; nightly testing; industrial devops;

   Abstract : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. READ MORE

4. 23. Anomaly detection in 5G beam propagation

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Katarina Hellgren; Phiphi Tran; [2021]
   Keywords : Machine learning; wireless communication; 5G; beam propagation; DBSCAN; KNN; anomaly detection; clustering; Technology and Engineering;

   Abstract : Advancements in today's technology has motivated invention of faster mobile communication systems. The fifth generation mobile network, 5G, is the latest version made by the third generation partnership project (3GPP) and expects to both increase connection speed and reduce latency, which eventually will make it applicable in supporting state-of-the art technologies such as virtual reality and self-driving vehicles among others. READ MORE

5. 24. Anomaly Detection in District Heating using a Clustering based approach

   University essay from

   Author : Minh-Tung Nguyen; Metjan Baduni; [2021]
   Keywords : Anomaly Detection; Data Mining; Unsupervised Machine Learning; Clustering; DBSCAN; Time Series;

   Abstract : The global demand for energy has increased in recent years. In Northern Europe and North America, centralized production and distribution of heat energy is commonly regarded as District Heating (DH). Efficient delivery of heat in the DH system is crucial not only for the building dwellers but even for companies that supply such energy. READ MORE

6. 25. Automating Log Analysis

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Sri Sai Manoj Kommineni; Akhila Dindi; [2021]
   Keywords : Anomaly detection; Log analysis; Unsupervised learning;

   Abstract : Background: With the advent of the information age, there are many large numbers of services rising which run on several clusters of computers.  Maintaining such large complex systems is a very difficult task. Developers use one tool which is common for almost all software systems, they are the console logs. READ MORE