Essays about: "Peer-to-peer computing"

Showing result 1 - 5 of 13 essays containing the words Peer-to-peer computing.

  1. 1. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Martin Dahl; [2023]
    Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

    Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

  2. 2. EVALUATION OF THE PERFORMANCE OF WEBGPU IN A CLUSTER OF WEB-BROWSERS FOR SCIENTIFIC COMPUTING

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Abdulsalam Aldahir; [2022]
    Keywords : ;

    Abstract : The development and wide spread of Internet browsers and technologies make them a tool that can be used for many scientific problems. This raises the question of whether Internet browsers, together with WebGPU and WebRTC, can be used to do scalable computing in a distributed cluster. READ MORE

  3. 3. Data Processing and Collection in Distributed Systems

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Sara Andersson; [2021]
    Keywords : Distributed systems; Distributed system architecture; Client-server; Peer-to-peer; Cloud computing; Simulator; Decision matrix;

    Abstract : Distributed systems can be seen in a variety of applications that is in use today. Tritech provides several systems that to some extent consist of distributed systems of nodes. These nodes collect data and the data have to be processed. A problem that often appears when designing these systems, is deciding where the data should be processed, i. READ MORE

  4. 4. Scaling the Simulation Core of Modifiable Virtual Environments with Serverless Computing

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

    Author : Javier Ron Arteaga; [2021]
    Keywords : ;

    Abstract : Modifiable Virtual Environments (MVEs) are widely popular, especially in the video game industry. An example application of MVEs is the game Minecraft, which has a player count reaching into the hundreds of millions. But despite the huge number of users, MVE applications have significant limitations regarding scalability. READ MORE

  5. 5. Enhancing OpenStack clouds using P2P technologies

    University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

    Author : Robin Joseph; [2017]
    Keywords : OpenStack; P2P; Scalability; Cloud computing;

    Abstract : It was known for a long time that OpenStack has issues with scalability. Peer-to-Peer systems, on the other hand, have proven to scale well without significant reduction of performance. The objectives of this thesis are to study the challenges associated with P2P-enhanced clouds and present solutions for overcoming them. READ MORE