Essays about: "Key-Value Store"

Showing result 1 - 5 of 25 essays containing the words Key-Value Store.

  1. 1. Machine Learning Modeling using Heterogeneous Transfer Learning in the Edge Cloud

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

    Author : Fernando Garcia Sanz; [2021]
    Keywords : Deep learning; Edge cloud; Heterogeneous transfer learning; Machine Learning; Service performance; ; Deep learning; Edge cloud; heterogen överföringsinlärning; maskininlärning; serviceprestanda; ;

    Abstract : The dynamic nature of the edge cloud and future network infrastructures is another challenge to be added when modeling end-to-end service performance using machine learning. That is, a model that has been trained for one specific environment may see reductions in prediction accuracy over time due to e.g., routing, migration, or scaling decisions. READ MORE

  2. 2. Design and Implementation of an Architecture-aware In-memory Key- Value Store

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

    Author : Omar Giordano; [2021]
    Keywords : Key-Value Store; Data Plane Development Kit; Last Level of Cache; Sliceaware memory management; Memcached; Haswell microrchitecture.; Key-Value Store; Data Plane Development Kit; Sista Nivån av Cache; Skivmedveten Minneshantering; Memcached; Haswell mikroarkitektur.;

    Abstract : Key-Value Stores (KVSs) are a type of non-relational databases whose data is represented as a key-value pair and are often used to represent cache and session data storage. Among them, Memcached is one of the most popular ones, as it is widely used in various Internet services such as social networks and streaming platforms. READ MORE

  3. 3. A Comparison of Performance & Implementation Complexity of Multithreaded Applications in Rust, Java and C++

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

    Author : Hugo Heyman; Love Brandefelt; [2020]
    Keywords : ;

    Abstract : With computer systems increasingly relying on multithreading for increasing performance the importance of multithreaded programs also increase. In this comparative study of performance and implementation complexity, the same multithreaded key-value store database was developed in three languages: Java, Rust and C++. READ MORE

  4. 4. Performance comparison of differentNoSQL structure orientations

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Liridon Smailji; [2020]
    Keywords : Database; NoSQL; performance; benchmark; graph; key-value; column and document;

    Abstract : This study proposes a performance comparison between the different structures of NoSQL databases; document, key-value, column and graph. A second study is also conducted, when looking at performance comparison between three different NoSQL databases, all of the same structure; document based, the databases that are tested here are; MongoDB, OrientDB and Couchbase. READ MORE

  5. 5. Efficient learning on high-dimensional operational data

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

    Author : Hongyi Zhang; [2019]
    Keywords : Data-driven engineering; Machine learning; Dimensionality reduction; Data-driven teknik; Maskininlärning; Dimensionalitet minskning;

    Abstract : In a networked system, operational data collected by sensors or extracted from system logs can be used for target performance prediction, anomaly detection, etc. However, the number of metrics collected from a networked system is very large and usually can reach about 106 for a medium-sized system. READ MORE