Enabling All In-Edge Deep Learning: A Literature Review
IEEE Access, 2023 In recent years, deep learning (DL) models have demonstrated remarkable achievements on non-trivial tasks such as speech recognition, image processing, and natural language understanding.
Praveen Joshi +4 more
doaj +1 more source
Decentralized Recommender Systems
CoRR, 2015 This paper proposes a decentralized recommender system by formulating the popular collaborative filleting (CF) model into a decentralized matrix completion form over a set of users. In such a way, data storages and computations are fully distributed.
Zhangyang Wang +5 more
openaire +2 more sources
Blockchain Behavioral Traffic Model as a Tool to Influence Service IT Security
Future Internet, 2020 The present article describes the behavioral model of blockchain services; their reliability is confirmed on the basis of experimental data. The authors identify the main technical characteristics and features associated with data transmission through ...
Vasiliy Elagin +3 more
doaj +1 more source
A Dynamic Distributed Deterministic Load-Balancer for Decentralized Hierarchical Infrastructures
Algorithms, 2022 In this work, we propose D3-Tree, a dynamic distributed deterministic structure for data management in decentralized networks, by engineering and extending an existing decentralized structure.
Spyros Sioutas +4 more
doaj +1 more source
Modeling Decentralized Real-Time Control by State Space Partition of Timed Automata [PDF]
, 2005 Timed automata provide useful state machine based representations for the validation and verification of realtime control systems. This paper introduces an algorithmic methodology to translate the state space visualization of a centralized real-time ...
S. Chennu +5 more
core +1 more source
Decentralized output feedback semiglobal stabilization for a class of large-scale nonlinear systems [PDF]
, 2006 In this paper, the problem of decentralized semiglobal stabilization via output feedback for a class of large-scale nonlinear systems is studied. The systems addressed allow not only nonlinear interconnections but also nonlinear growth with unmeasurable ...
Wang, Xingxu +7 more
core +1 more source
Incremental verification of co-observability in discrete-event systems [PDF]
, 2014 Existing strategies for verifying co-observability, one of the properties that must be satisfied for synthesizing solutions to decentralized supervisory control problems, require the construction of the complete system model.
Malik, Robi +7 more
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Optimization Design of Decentralized Control for Complex Decentralized Systems
CoRR, 2018 19 ...
Ying Huang 0003, Jiyang Dai, Chen Peng
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Towards Practical Applications in Modeling Blockchain System
Future Internet, 2021 Like multiservice networks, blockchain technology is currently experiencing significant development because of its decentralization and ability to organize secure, seamless, reliable data exchange and storage.
Andrei Vladyko +2 more
doaj +1 more source
Six-axis decentralized control design for spacecraft formation flying mission [PDF]
, 2006 This contribution addresses the control design for the three-spacecraft formation flying interferometry mission Pegase. The operational mode considered is the high-precision nulling phase.
Sebastian Gaulocher +8 more
core +1 more source