Browsing by Subject "MapReduce (Computer file)"

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 ...

    • 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 ...

    • 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 ...

    • Study of Similarity Coefficients Using MapReduce Programming Model 

      Nayakam, GhanaShyam Nath (North Dakota State University, 2013)
      MapReduce is a programming model for processing and generating large data sets. Users specify a map function that processes a key/value pair to generate a set of intermediate key/value pairs, and a reduce function that ...