KiFramework — A Federated Learning Platform with an Innovative Communication Protocol
This paper presents a newly developed framework for federated learning adapted to crisis management applications on the Android platform. This framework focuses on solving client communication problems during the federated learning process. KiFramework introduces an innovative communication protocol...
Saved in:
Main Authors: | Jakub Michalek, Vaclav Oujezsky, Vladislav Skorpil |
---|---|
Format: | Article |
Language: | English |
Published: |
Croatian Communications and Information Society (CCIS)
2024-12-01
|
Series: | Journal of Communications Software and Systems |
Subjects: | |
Online Access: | https://jcoms.fesb.unist.hr/10.24138/jcomss-2024-0091/ |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Efficient secure federated learning aggregation framework based on homomorphic encryption
by: Shengxing YU, et al.
Published: (2023-01-01) -
Application of Protocol Buffer in Enterprise Cloud Contacts Abstract This paper introduces the method to use Protocol Buffer to update data in enterprise cloud contacts, and compares the time and size of XML(extensible markup language), JSON(JavaScript object notation)and Protocol Buffer, through the test data.
by: Hao Yin, et al.
Published: (2012-09-01) -
Privacy-preserving federated learning framework with irregular-majority users
by: Qianxin CHEN, et al.
Published: (2022-02-01) -
Decentralizing security architecture: evaluating federalism’s role in enhancing security frameworks in Nigeria
by: O. O. Awotayo, et al.
Published: (2024-06-01) -
GenFedRL: a general federated reinforcement learning framework for deep reinforcement learning agents
by: Biao JIN, et al.
Published: (2023-06-01)