Essays about: "Kafka"

Showing result 16 - 20 of 27 essays containing the word Kafka.

1. 16. Intelligent Resource Management for Large-scale Data Stream Processing

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Oliver Stein; [2019]
   Keywords : ;

   Abstract : With the increasing trend of using cloud computing resources, the efficient utilization of these resources becomes more and more important. Working with data stream processing is a paradigm gaining in popularity, with tools such as Apache Spark Streaming or Kafka widely available, and companies are shifting towards real-time monitoring of data such as sensor networks, financial data or anomaly detection. READ MORE

3. 17. Geo-distributed multi-layer stream aggregation

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

   Author : Pietro Cannalire; [2018]
   Keywords : stream processing; geo-distributed; architecture; algorithms; windowing; data synopses; Apache Spark Structured Streaming; Apache Kafka; Misra-Gries algorithm; flödesbehandling; geo-distribuerade; arkitekturen; algoritmerna; windowing; data synopses; Apache Spark Structured Streaming; Apache Kafka; Misra-Gries-algoritmen;

   Abstract : The standard processing architectures are enough to satisfy a lot of applications by employing already existing stream processing frameworks which are able to manage distributed data processing. In some specific cases, having geographically distributed data sources requires to distribute even more the processing over a large area by employing a geographically distributed architecture. READ MORE

4. 18. Collecting Information from a decentralized microservice architecture

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Carl Ekbjörn; Daniel Sonesson; [2018]
   Keywords : Message-oriented middleware; Apache kafka; RabbitMQ; microservices; benchmark;

   Abstract : As a system grows in size, it is common that it is transformed into a microservice architecture. In order to be able monitor this new architecture there is a need to collect information from the microservices. The software company IDA Infront is transitioning their product iipax to a microservice architecture and is faced with this problem. READ MORE

5. 19. Lifecycle management and smart manufacturing: Modelling and implementation to utilize the digital twin

   University essay from KTH/Industriell produktion

   Author : Chengxue Huang; Hampus Wranér; [2018]
   Keywords : PLCS; Smart manufacturing; Digital Twin; Standards; PLCS; Smart tillverkning; Digital tvilling; Standarder;

   Abstract : Smart manufacturing – smart factories creating smart products – is a topic which has arisen in the academic as well as business community. This thesis covers smart manufacturing in the context of lifecycle management. READ MORE

6. 20. Building a high throughput microscope simulator using the Apache Kafka streaming framework

   University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

   Author : Lovisa Lugnegård; [2018]
   Keywords : Data streaming; Cloud computing; Apache Kafka;

   Abstract : Today microscopy imaging is a widely used and powerful method for investigating biological processes. The microscopes can produce large amounts of data in a short time. It is therefore impossible to analyse all the data thoroughly because of time and cost constraints. READ MORE