Essays about: "Distributed Queries"
Showing result 16 - 20 of 35 essays containing the words Distributed Queries.
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16. Multitenant PrestoDB as a service
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : In recent years, there has been tremendous growth in both the volumes of data that is produced, stored, and queried by organizations. Organizations spend more money to investigate and obtain useful information or knowledge against terabytes and even petabytes of data. READ MORE
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17. Cauldron: A Scalable Domain Specific Database for Product Data
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : This project investigated how NoSQL databases can be used together with a logical layer, instead of a relational database with separated backend logic, to search for products with customer specific constraints in an e-commerce scenario. The motivation behind moving from a relational database was the scalability issues and increased read latencies experienced as the data increased. READ MORE
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18. Dataset versioning for Hops File System : Snapshotting solution for reliable and reproducible data science experiments
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : As the awareness of the potential of Big Data arises, more and more companies are starting to create their own Data Science divisions and their projects are becoming big and complex handled by big multidisciplinary teams. Furthermore, with the expansion of fields such as Deep Learning, Data Science is becoming a very popular research field both in companies and universities. READ MORE
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19. BigDataCube: Distributed Multidimensional Data Cube Over Apache Spark : An OLAP framework that brings Multidimensional Data Analysis to modern Distributed Storage Systems
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Multidimensional Data Analysis is an important subdivision of Data Analytic paradigm. Data Cube provides the base abstraction for Multidimensional Data Analysis and helps in discovering useful insights of a dataset. READ MORE
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20. VoloDB: High Performance and ACID Compliant Distributed Key Value Store with Scalable Prune Index Scans
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Relational database provide an efficient mechanism to store and retrieve structured data with ACID properties but it is not ideal for every scenario. Their scalability is limited because of huge data processing requirement of modern day systems. READ MORE
