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An adaptive IoT architecture using combination of concept-drift and dynamic software product line engineering
2021
TELKOMNIKA (Telecommunication Computing Electronics and Control)
Preserved Fulltext
In this work, the software product line engineering (SPLE) reconfigures the edge devices via rules and software architecture. ...
One common problem in the IoT architecture is to manage the reliability of data services, such as sensors' data, that only sending data to the collector via gateway. ...
We manage to create a dynamic IoT architecture which, autonomously, reconfigure the edge devices to have its condition of work into normal stage. ...
doi:10.12928/telkomnika.v19i4.19012
fatcat:2zyyjjribngmzgqoi7leopeouu
IFCIoT: Integrated Fog Cloud IoT Architectural Paradigm for Future Internet of Things
[article]
2017
arXiv
pre-print
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The layers of the proposed fog node architecture include application layer, analytics layer, virtualization layer, reconfiguration layer, and hardware layer. ...
To enhance performance, energy efficiency, and real-time responsiveness of applications, we propose a reconfigurable and layered fog node (edge server) architecture that analyzes the applications' characteristics ...
Reconfigurable Layer: Reconfigurable layer takes input from the analytics layer and reconfigures the architectural resources of the edge server. ...
arXiv:1701.08474v1
fatcat:44xjryzfinaybigmgsdp66wr3y
The President's Page
2020
IEEE Communications Magazine
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Dynamic and agile topology reconfigurations via optical bypass in fiber and optical/micro-wave wireless links. d. ...
Policy driven networking and congestion control via orchestrated multi-layer wireless/fiber optimization, vectoring service request to the edge or the data center: Via orchestration, the link costs and ...
Dynamic and agile topology reconfigurations via optical bypass in fiber and optical/micro-wave wireless links. d. ...
doi:10.1109/mcom.2020.9269502
fatcat:dke3qf4ayzb6nhleh4wycik734
Big data driven edge-cloud collaboration architecture for cloud manufacturing: a software defined perspective
2020
IEEE Access
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INDEX TERMS Cloud manufacturing, big data, edge-cloud collaboration, software-defined architecture, Internet of Things. ...
This paper proposes an open evolutionary architecture of the intelligent cloud manufacturing system with collaborative edge and cloud processing. ...
[11] reviewed big IoT data analytics from architecture, opportunities and open challenges. ...
doi:10.1109/access.2020.2977846
fatcat:zsrf52qhyvd7zi6zghstoiht7a
SA 2019 Placeholder Page
2019
2019 First International Conference on Societal Automation (SA)
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In this paper we tangle with the mechanisms and solutions of transferring intelligence to the IoT edge level and we document existing approaches on how to include hardware reconfigurability on the edge ...
We showcase this technology by proposing a design approach and a relevant architecture that can be used in order to program/reconfigure the hardware and software of IoT end Nodes using IP core hardware ...
the IoT architecture, to the cloud for processing and then back to the edge. ...
doi:10.1109/sa47457.2019.8938038
fatcat:463hphhfafddpmroyoy2ximv3e
Chimera
2021
ACM Transactions on Internet of Things
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Each of these applications has specific computational requirements arising from their networking, system security, and edge analytics functionality. ...
Chimera achieves flexibility and re-usability through an architecture based on a Flash Field Programmable Gate Array (FPGA) with a reconfigurable software stack that enables over-the-air hardware and software ...
These applications are highly diverse in terms of networking, system security, and edge analytics requirements. ...
doi:10.1145/3440995
fatcat:rmevegcqdrgobigxr2ytggsh3e
Industry 4.0 smart reconfigurable manufacturing machines
2021
Journal of manufacturing systems
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Uniquely, this paper establishes a vision for next-generation Industry 4.0 manufacturing machines, which will exhibit extraordinary Smart and Reconfigurable (SR*) capabilities. ...
A B S T R A C T This paper provides a fundamental research review of Reconfigurable Manufacturing Systems (RMS), which uniquely explores the state-of-the-art in distributed and decentralized machine control ...
×This sequence of analytical capability and closed-loop control is mirrored in the CPS 5C architecture, from: connection, conversion, cyber analytics, cognition, to (re)configuration. ...
doi:10.1016/j.jmsy.2021.03.001
fatcat:sv3e4hyiefbbvhqxttwo3n6vr4
End-to-End Intent-Based Networking
2021
IEEE Communications Magazine
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The solution is supported by a Radio Access Network (RAN) and forwarding plane, and a cloud/edge virtualization infrastructure with ML acceleration. ...
To reap its full benefits, 5G must evolve into a scalable decentralized architecture by exploiting intelligence ubiquitously and securely across different technologies, network layers and segments. ...
The ML pipeline is reconfigured accordingly. ...
doi:10.1109/mcom.101.2100141
fatcat:aps7zt3xanea7aztuzkgnrl7ei
Real-time Hyper-Dimensional Reconfiguration at the Edge using Hardware Accelerators
[article]
2022
arXiv
pre-print
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In this paper we present Hyper-Dimensional Reconfigurable Analytics at the Tactical Edge (HyDRATE) using low-SWaP embedded hardware that can perform real-time reconfiguration at the edge leveraging non-MAC ...
at the edge. ...
In this work, we present Hyper-Dimensional Reconfigurable Analytics at the Tactical Edge (HyDRATE) , an architecture designed to overcome these issues, and we demonstrate this architecture on low SWaP ...
arXiv:2206.05128v1
fatcat:tv45l4j7bnbttad7dsg2vlnfim
AI Agents in Emergency Response Applications
[article]
2021
arXiv
pre-print
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Mission-critical "edge AI" situations require low-latency, reliable analytics. ...
To address all these issues, we propose an agent-based architecture for deployment of AI agents via 5G service-based architecture. ...
Additionally, there is difficulty in the deployment of AI models to edge devices, in an ad-hoc manner with minimal reconfiguration. ...
arXiv:2109.04646v1
fatcat:lrga5ryoujcfvntszabkdkczze
dReDBox: Materializing a full-stack rack-scale system prototype of a next-generation disaggregated datacenter
2018
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)
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To evaluate its novel approach, dRedBox will demonstrate application execution in the domains of network functions virtualization, infrastructure analytics, and real-time video surveillance. ...
The dRedBox architecture offers two key concepts to the elevated value of the network-analytics use-case deployment in a datacenter environment: (a) Reconfigurable acceleration units (dACCELBRICKs) that ...
hardware IP via the PCAP port. ...
doi:10.23919/date.2018.8342174
dblp:conf/date/BielskiSKSRTAPP18
fatcat:k5jelnqsp5fs3lmi3qoxnkkkwm
Arbitrating Instructions in an ρμ-Coded CCM
[chapter]
2003
Lecture Notes in Computer Science
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A very low utilization of available reconfigurable resources is achieved after the design is synthesized. ...
Software considerations, architectural solutions, implementation issues and functional testing of an ρµ-code arbiter are presented. ...
edge (recall Fig.3) . ...
doi:10.1007/978-3-540-45234-8_9
fatcat:uvxjjtk7trcxzf7l5ngjw4ivqq
A Survey on Mobile Applications for Smart Agriculture
2021
SN Computer Science
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In this survey, we explore SAAs and further classify them based on architectural models, supported software engineering issues, and target mobile platforms. ...
The survey results show that SAAs in general (1) follow different architectural models, (2) are targeted for different mobile platforms, and (3) satisfy different software engineering issues. ...
[60] , in addition to classifying SAAs, show how different edge computing techniques (e.g., latency-sensitive analytics, edge mining for data compression, reducing data traffic and latency, and offloading ...
doi:10.1007/s42979-021-00700-x
fatcat:hnhsq2uq7fcrpcx7t36yijimu4
The Hierarchical Distributed Agent Based Approach to a Modern Data Center Management
2017
ITM Web of Conferences
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Authors present the hierarchical distributed agent-based control plane architecture to build a web-scale control layer based on software-defined domains. ...
via API. ...
Since the IoT world moving towards the edge computing, it is possible to use HD-ABCP approach to build a highly distributed IoT-infrastructure. ...
doi:10.1051/itmconf/20171004003
fatcat:ra4isuwxh5b35dkdkw7yahwrhu
A Latency-Aware Real-Time Video Surveillance Demo: Network Slicing for Improving Public Safety
[article]
2021
arXiv
pre-print
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The architecture enables autonomous object tracking and intrusion detection using on-camera and on-the-edge analytics, respectively. ...
Each one of the transponders is connected to a compute node via an aggregation switch; each compute node acts as an edge datacenter. ...
arXiv:2107.02505v1
fatcat:6bpq267ka5f6lkfdrlgrplle4i
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