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An adaptive IoT architecture using combination of concept-drift and dynamic software product line engineering

I Made Murwantara, Pujianto Yugopuspito
2021 TELKOMNIKA (Telecommunication Computing Electronics and Control)  
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]

Arslan Munir, Prasanna Kansakar, Samee U. Khan
2017 arXiv   pre-print
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

Vincent W. S. Chan
2020 IEEE Communications Magazine  
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

Chen Yang, Shulin Lan, Lihui Wang, Weiming Shen, George Q. Huang
2020 IEEE Access  
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)  
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

Emekcan Aras, Stéphane Delbruel, Fan Yang, Wouter Joosen, Danny Hughes
2021 ACM Transactions on Internet of Things  
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

Jeff Morgan, Mark Halton, Yuansong Qiao, John G. Breslin
2021 Journal of manufacturing systems  
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

Luis Velasco, Marco Signorelli, Oscar Gonzalez De Dios, Chrysa Papagianni, Roberto Bifulco, Juan Jose Vegas Olmos, Simon Pryor, Gino Carrozzo, Julius Schulz-Zander, Mehdi Bennis, Ricardo Martinez, Filippo Cugini (+4 others)
2021 IEEE Communications Magazine  
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]

Indhumathi Kandaswamy, Saurabh Farkya, Zachary Daniels, Gooitzen van der Wal, Aswin Raghavan, Yuzheng Zhang, Jun Hu, Michael Lomnitz, Michael Isnardi, David Zhang, Michael Piacentino
2022 arXiv   pre-print
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]

Aryan Naim, Ryan Alimo, Jay Braun
2021 arXiv   pre-print
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

M. Bielski, I. Syrigos, K. Katrinis, D. Syrivelis, A. Reale, D. Theodoropoulos, N. Alachiotis, D. Pnevmatikatos, E.H. Pap, G. Zervas, V. Mishra, A. Saljoghei (+7 others)
2018 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE)  
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]

Georgi Kuzmanov, Stamatis Vassiliadis
2003 Lecture Notes in Computer Science  
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

Isaac Nyabisa Oteyo, Matteo Marra, Stephen Kimani, Wolfgang De Meuter, Elisa Gonzalez Boix
2021 SN Computer Science  
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

Andrey Gavrilov, Yury Leokhin, E. Nikulchev, G. Bubnov
2017 ITM Web of Conferences  
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]

B. Shariati, J. J. Pedreno-Manresa, A. Dochhan, A. S. Muqaddas, R. Casellas, O. González de Dios, L. L. Canto, B. Lent, J. E. López de Vergara, S. López-Buedo, F. J. Moreno, P. Pavón (+13 others)
2021 arXiv   pre-print
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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