Browsing Computer Science Masters Papers by Subject "Apache Hadoop."

Now showing items 1-5 of 5

    • 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 ...

    • Market Basket Analysis Algorithm with MapReduce Using HDFS 

      Nuthalapati, Aditya (North Dakota State University, 2017)
      Market basket analysis techniques are substantially important to every day’s business decision. The traditional single processor and main memory based computing approach is not capable of handling ever increasing large ...

    • Mining Association Rules in Cloud 

      Roy, Pallavi (North Dakota State University, 2012)
      The association rule mining was implemented in Hadoop. An association rule mining helps in finding relation between the items or item sets in the given data. The performance of the algorithm was evaluated by testing it in ...

    • Naïve Bayes Classifier: A MapReduce Approach 

      Zheng, Songtao (North Dakota State University, 2014)
      Machine learning algorithms have the advantage of making use of the powerful Hadoop distributed computing platform and the MapReduce programming model to process data in parallel. Many machine learning algorithms have been ...

    • Parallelization of Particle Swarm Optimization Algorithm Using Hadoop Mapreduce 

      Ghosh, Priyanka Singh (North Dakota State University, 2016)
      Particle Swarm Optimization (PSO) has received attention in many research fields and real-world applications for solving optimization problems in the areas of intelligent transportation systems, wireless sensor networks, ...