Essays about: "distributed application"

Showing result 16 - 20 of 393 essays containing the words distributed application.

  1. 16. Consensus Algorithms in Blockchain : A survey to create decision trees for blockchain applications

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

    Author : Xinlin Zhu; [2023]
    Keywords : Blockchain; Cryptocurrency; Consensus Algorithms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree; Blockchain; Kryptovaluta; Consensus Algoritms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree;

    Abstract : Blockchain is a decentralized database that is distributed among a computer network. To enable a smooth decision making process without any authority, different blockchain applications use their own consensus algorithms. The problem is that for a new blockchain application, there is limited aid in deciding which algorithm it should implement. READ MORE

  3. 17. 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. 18. Auto-Tuning Apache Spark Parameters for Processing Large Datasets

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

    Author : Shidi Zhou; [2023]
    Keywords : Apache Spark; Cloud Environment; Spark Configuration Parameter; Resource Utilization; Ridge Regression; Elastic Net; Random Forest; Deep Neural Network; Bayesian Optimization; Particle Swarm Optimization.; Apache Spark; Molnmiljö; Apache Spark konfigurationsparameter; Resursutnyttjande; Ridge-regression; Elastisk nät; Slumpskog; Djupt neuralt nätverk; Bayesiansk optimering; Partikelsvärmsoptimering.;

    Abstract : Apache Spark is a popular open-source distributed processing framework that enables efficient processing of large amounts of data. Apache Spark has a large number of configuration parameters that are strongly related to performance. Selecting an optimal configuration for Apache Spark application deployed in a cloud environment is a complex task. READ MORE

  5. 19. Minimizing Blast Radius of Chaos Engineering Experiments via Steady-State Metrics Forecasting

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

    Author : Dhruv Navin Shetty; [2023]
    Keywords : Chaos Engineering; Resilience Testing; Apdex Score; Golden Signal Metrics; Blast Radius Minimization; Distributed Systems; Kaosingenjörskap; Motståndskraftstestning; Apdex-poäng; Gyllene signal-metrik; Minimering av sprängningsradie; Distribuerade system;

    Abstract : Chaos Engineering (CE) intentionally disrupts distributed systems by introducing faults into the system to better understand and improve their resilience. By studying these intentional disruptions, CE provides insights that help enhance system performance and the overall user experience. READ MORE

  6. 20. Securing SDN Data Plane:Investigating the effects of IP SpoofingAttacks on SDN Switches and its Mitigation : Simulation of IP spoofing using Mininet

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : SHIVAKUMAR YADAV JABBU; ANIRUDH SAI MADIRAJU; [2023]
    Keywords : Software Defined Networking; IP Spoofing; Flooding; DDoS Attacks; Data Plane; Mininet;

    Abstract : Background:Software-Defined Networking (SDN) represents a network architecture that offers a separate control and data layer, facilitating its rapid deployment and utilization for diverse purposes. However, despite its ease of implementation, SDN is susceptible to numerous security attacks, primarily stemming from its centralized nature. READ MORE