Essays about: "Mapreduce"

Showing result 1 - 5 of 30 essays containing the word Mapreduce.

  1. 1. Performance Comparison Study of Clusters on Public Clouds

    University essay from Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013)

    Author : Martin Wahlberg; [2019]
    Keywords : performance comparison; public cloud; cluster;

    Abstract : As cloud computing has become the more popular choice to host clusters in recent times there are multiple providers that offer their services to the public such as Amazon web services, Google cloud platform and Microsoft Azure. The decision of cluster provider is not only a decision of provider, it is also an indirect decision of cluster infrastructure. READ MORE

  3. 2. Sort Merge Buckets: Optimizing Repeated Skewed Joins in Dataflow

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

    Author : Andrea Nardelli; [2019]
    Keywords : ;

    Abstract : The amount of data being generated and consumed by today’s systems and applications is staggering and increasing at a vertiginous rate. Many businesses and entities rely on the analysis and the insights gained from this data to deliver their service. READ MORE

  4. 3. Performance Prediction for Enabling Intelligent Resource Management on Big Data Processing Workflows

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Aleksandra Obeso Duque; [2018]
    Keywords : ;

    Abstract : Mobile cloud computing offers an augmented infrastructure that allows resource-constrained devices to use remote computational resources as an enabler for highly intensive computation, thus improving end users experience. Being able to efficiently manage cloud elasticity represents a big challenge for dynamic resource scaling on-demand. READ MORE

  5. 4. Big Data Types : Internally Parallel in an Actor Language

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Josef Hansson Karakoca; [2018]
    Keywords : ;

    Abstract : Around year 2005 the hardware industry hit a power wall. It was no longer possible to drastically increasing computer performance through decreasing the transistors' size or increasing the clock-speed of the CPU. To ensure future development multi-core processors became the way to go. READ MORE

  6. 5. Case Representation Methodology for a Scalable Case-Based Reasoning

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

    Author : Carl Larsson; [2018]
    Keywords : Case-Based Reasoning; CBR; Case Representation; MapReduce;

    Abstract : Case-Based Reasoning (CBR) is an Artificial Intelligence (AI) methodology and a growing field of research. CBR uses past experiences to help solve new problems the system faces. To do so CBR is comprised of a few core parts, such as case representation, case library, case retrieval, and case adaptation. READ MORE