Essays about: "gossip protocols"

Showing result 1 - 5 of 6 essays containing the words gossip protocols.

  1. 1. Decentralized Large-Scale Natural Language Processing Using Gossip Learning

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

    Author : Abdul Aziz Alkathiri; [2020]
    Keywords : gossip learning; decentralized machine learning; distributed machine learning; NLP; Word2Vec; data privacy; skvallerinlärning; decentraliserad maskininlärning; distribuerad maskininlärning; naturlig språkbehandling; Word2Vec; dataintegritet;

    Abstract : The field of Natural Language Processing in machine learning has seen rising popularity and use in recent years. The nature of Natural Language Processing, which deals with natural human language and computers, has led to the research and development of many algorithms that produce word embeddings. READ MORE

  3. 2. Optimization of Data Propagation Algorithm for Conflict-Free Replicated Data Type-based Datastores in Geo-Distributed Edge Environment

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

    Author : Vinayak Prabhakar Tejankar; [2020]
    Keywords : Eventual consistency; gossip protocols; edge computing; distributed systems.; Eventuell konsistens; skvallerprotokoll; edge computing; distribuerade system.;

    Abstract : Replication primarily provides data availability by having multiple copies over different systems and is exploited to make distributed systems scalable in num- bers and geographical areas. Placing a replica closer to the source of request can also significantly reduce the time required to service the request, improv- ing applications’ performance. READ MORE

  4. 3. Pushing the Limits of Gossip-Based Decentralised Machine Learning

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

    Author : Lodovico Giaretta; [2019]
    Keywords : machine learning; distributed systems; decentralised algorithms; gossip algorithms;

    Abstract : Recent years have seen a sharp increase in the ubiquity and power of connected devices, such as smartphones, smart appliances and smart sensors. These de- vices produce large amounts of data that can be extremely precious for training larger, more advanced machine learning models. READ MORE

  5. 4. Aggregating Certificate Transparency Gossip Using Programmable Packet Processors

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

    Author : Rasmus Dahlberg; [2018]
    Keywords : Certificate Transparency; CT; Gossip; P4;

    Abstract : Certificate Transparency (CT) logs are append-only tamper-evident data structures that can be verified by anyone. For example, it is possible to challenge a log to prove certificate inclusion (membership) and log consistency (append-only, no tampering) based on partial information. READ MORE

  6. 5. Monito: A scalable, extensible and robust monitoring and testdeployment solution for planetary scaled network.

    University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Author : Adrien Duffy-Coissard; [2016]
    Keywords : ;

    Abstract : Development of a monitoring and testing solution using gossip and leader election protocols. This solution has to ensure scalability, extensibility, over nodes distributed in a planetary-scaled network, up to several thousands of monitored units. The reliability and quality of the network should not limit the performances of the framework. READ MORE