Essays about: "Workload deployment"

Showing result 1 - 5 of 15 essays containing the words Workload deployment.

  1. 1. Implementing End-to-End MLOps for Enhanced Steel Production

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Marcus Westin; Jacob Berggren; [2024]
    Keywords : MLOps; Azure ML; Machine Learning; Computer Science; Microsoft Azure; MLOps; Azure ML; Maskininlärning; Datavetenskap; Microsoft Azure;

    Abstract : Steel production companies must utilize new technologies and innovations to stay ahead of a highly competitive market. Recently, there has been a focus on Industry 4.0, which involves the digitalization of production to integrate with newer technologies such as cloud solutions and the Internet of Things (IoT). READ MORE

  3. 2. Data-Driven Decision-Making In Small Organizations : A qualitative study in optimizing BI deployment in Vasaloppet

    University essay from Karlstads universitet/Handelshögskolan (from 2013)

    Author : Felix Höglund; [2023]
    Keywords : Data-driven decision-making; business intelligence; small organizations;

    Abstract : Organizations are social systems established to make decisions. Modern organizational decision-making is complex and can easily overwhelm the capacity of individuals. Because of the complexity of multi-person decisions, there is a big risk for uncertainty in decision-making. READ MORE

  4. 3. Mitigating serverless cold starts through predicting computational resource demand : Predicting function invocations based on real-time user navigation

    University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

    Author : Gustav Persson; William Branth Sjöberg; [2023]
    Keywords : serverless functions; cold start; provisioned concurrency; adaptive scaling; mitigation; predicting function invocations; monitoring real-time user navigation;

    Abstract : Serverless functions have emerged as a prominent paradigm in software deployment, providing automated resource scaling, resulting in demand-based operational expenses. One of the most significant challenges associated with serverless functionsis the cold start delay, preventing organisations with latency-critical web applications from adopting a serverless technology. READ MORE

  5. 4. ElektroCHAT: A Knowledge Base-Driven Dialogue System for Electrical Engineering Students : A Proposal for Interactive Tutoring

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

    Author : Fredrik Gölman; [2023]
    Keywords : Knowledge base; Knowledge graph; Dialogue system; Chatbot; Electrical engineering; Education; Kunskapsbas; Kunskapsgraf; Dialogsystem; Chatbot; Elektroteknik; Utbildning;

    Abstract : Universities worldwide face challenges both with students dropping out of educational programmes and repetitive questions directed toward teaching staff which both consume resources and result in delays. Recent progress in natural language processing (NLP) introduces the possibility of more sophisticated dialogue systems that could help alleviate the situation. READ MORE

  6. 5. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Vinay Kumar Vennu; Sai Ram Yepuru; [2022]
    Keywords : Containers; Container Orchestration; Big data analytics; Autoscaling; Resource Management;

    Abstract : Container technologies are rapidly changing how distributed applications are executed and managed on cloud computing resources. As containers can be deployed on a large scale, there is a tremendous need for Container Orchestration tools like Kubernetes that are highly automatic in deployment, scaling, and management. READ MORE