Browsing by Subject "Spark (Electronic resource : Apache Software Foundation)"

Now showing items 1-4 of 4

    • Analyzing Access Logs Data using Stream Based Architecture 

      Gautam, Nitendra (North Dakota State University, 2018)
      Within the past decades, the enterprise-level IT infrastructure in many businesses have grown from a few to thousands of servers, increasing the digital footprints they produce. These digital footprints include access logs ...

    • Evaluation of a Spark-Enabled Genetic Algorithm Applied to the Travelling Salesman Problem 

      Raveendran, Amritha (North Dakota State University, 2020)
      Traveling salesman problem aims to find the shortest route. A salesman travels to each of the cities once. Genetic Algorithm is used for solving this problem, which returns the best solution found showing the distance that ...

    • K-Anonymization Implementation Using Apache Spark 

      Tortikar, Pratik (North Dakota State University, 2019)
      This experiment attempts on data which can reveal a person’s identity to anonymize with k-1 anonymity principle. "Given person-specific field-structured data, produce a release of the data with scientific guarantees that ...

    • Performance Comparison of Apache Spark MLlib 

      Sharma, Pallavi (North Dakota State University, 2018)
      This study makes an attempt to understand the performance of Apache Spark and the MLlib platform. To this end, the cluster computing system of Apache Spark is set up and five supervised machine learning algorithms (Naïve-Bayes, ...