Essays about: "Cache Size"

Showing result 1 - 5 of 28 essays containing the words Cache Size.

  1. 1. A dynamic approach to sorting with respect to big data

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Filip Almström; [2023]
    Keywords : DynamicSort; sorting; dynamic; big data; comparing; characteristics; run-time;

    Abstract : This study introduces a dynamic approach to sorting, making use of predictions and data gathered during run-time to optimize the sorting of the current data set. This approach is used to develop a sorting algorithm called DynamicSort which partitions data and calculates a partial standard deviation for each partition to determine which of two sorting algorithms should be used to sort the partition. READ MORE

  3. 2. Optimizing Consensus Protocols with Machine Learning Models : A cache-based approach

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

    Author : Kun Wu; [2023]
    Keywords : Distributed Systems; Consensus Algorithms; Machine Learning; Caching; Distribuerade system; Konsensusalgoritmer; Maskininlärning; Cachning;

    Abstract : Distributed systems offer a reliable and scalable solution for tackling massive and complex tasks that cannot be handled by a single computer. However, standard consensus protocols used in such systems often replicate data without considering the workload, leading to unnecessary retransmissions. READ MORE

  4. 3. Online Sample Selection for Resource Constrained Networked Systems

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

    Author : Philip Sjösvärd; Samuel Miksits; [2022]
    Keywords : Online learning; Sample Selection; Real-time Learning; Random Forest; Reservoir Sampling; Relevance and Redundancy; Binned Distribution; Autoregressive Model; Change Detection; Model Re-computation;

    Abstract : As more devices with different service requirements become connected to networked systems, such as Internet of Things (IoT) devices, maintaining quality of service becomes increasingly difficult. Large data sets can be obtained ahead of time in networks to train prediction models offline, however, resulting in high computational costs. READ MORE

  5. 4. Performance-Aware Code Size Optimization of Generic Functions through Automatic Implementation of Dynamic Dispatch

    University essay from Linköpings universitet/Programvara och system

    Author : Ivar Härnqvist; [2022]
    Keywords : Compiler technology; Programming language design; Performance; Code size optimization; Generic programming; Polymorphism; Dynamic dispatch; Type erasure; Monomorphization; Templates; C ; Kompilatorteknik; Programspråksdesign; Prestanda; Kodstorleksoptimering; Generisk programmering; Polymorfism; Dynamic dispatch; Typradering; Monomorfisering; Templates; C ;

    Abstract : Monomorphization and dynamic dispatch are two common techniques for implementing polymorphism in statically typed programming languages. Function templates in C++ use the former technique to enable algorithms written as generic functions to be efficiently reused with multiple different data types by producing a separate function instantiation for each invocation that uses a unique permutation of argument types. READ MORE

  6. 5. The impact of innovative ICT technologies on the power consumption and CO2 emission of HTTP servers

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Sebastian Soler Domínguez; [2022]
    Keywords : Cache technology; data transfer; server’s performance; Network energy intensity; PUE; CO2 emissions.;

    Abstract : The ICT technologies and their adoption from the population are growing fast, and the energy that this industry requires has followed the same trend, even considering all the improvements in efficiency during the last decades. This is because the increment in data centers and information outpaces all the efficiencies that have been adopted over the years. READ MORE