Essays about: "scalable data storage"

Showing result 1 - 5 of 40 essays containing the words scalable data storage.

  1. 1. Faster Reading with DuckDB and Arrow Flight on Hopsworks : Benchmark and Performance Evaluation of Offline Feature Stores

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

    Author : Ayushman Khazanchi; [2023]
    Keywords : Machine Learning; Feature Store; Distributed Systems; MLOps;

    Abstract : Over the last few years, Machine Learning has become a huge field with “Big Tech” companies sharing their experiences building machine learning infrastructure. Feature Stores, used as centralized data repositories for machine learning features, are seen as a central component to operational and scalable machine learning. READ MORE

  3. 2. Container Orchestration and Performance Optimization for a Microservicesbased Application

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

    Author : Ali Yousaf; [2022]
    Keywords : Microservicesbased architecture; Monolithic design; Docker; Kubernetes; Mikrotjänstbaserad arkitektur; monolitisk design; Docker; Kubernetes;

    Abstract : Microservices is a new software design concept for developing scalable, loosely coupled services with a smaller codebase than the traditional monolithic approach. The designed microservices can communicate using several protocols, such as Advanced Message Queuing Protocol (AMQP) or HTTP/REST. READ MORE

  4. 3. Securing Electronic Health Records : A Blockchain Solution

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Oscar Andersson; [2021]
    Keywords : Electronic health records; blockchain; ethereum; smart contracts; interplanetary file system;

    Abstract : Blockchain is an interesting technology, with different projects developing every day since it first gained its light back in 2008. More and more research finds blockchain useful in several different sectors. One of the sectors being healthcare, specifically for electronic health records (EHR). READ MORE

  5. 4. Project-based Multi-tenant Container Registry For Hopsworks

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

    Author : Pradyumna Krishna Kashyap; [2020]
    Keywords : Cloud; Big Data; Hopsworks; Data Science; On-premise; Multitenancy; Container; Registry; Kubernetes.;

    Abstract : There has been a substantial growth in the usage of data in the past decade, cloud technologies and big data platforms have gained popularity as they help in processing such data on a large scale. Hopsworks is such a managed plat- form for scale out data science. READ MORE

  6. 5. Big Data Workflows: DSL-based Specification and Software Containers for Scalable Execution

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

    Author : Yared Dejene Dessalk; [2020]
    Keywords : Big Data workflow; Domain-specific language; Software container; Message­ oriented middleware; Scalable execution; Big Data-arbetsflode; Doman-specifikt sprak; Programvarubehallare; Meddelande-orienterad mellanprogramvara; Skalbar korning;

    Abstract : Big Data workflows are composed of multiple orchestration steps that perform different data analytics tasks. These tasks process heterogeneous data using various computing and storage resources. READ MORE