IoTCrawler

Livrables

This deliverable contains the final version of the integrated IoTCrawler framework including the tools developed in T6.3. It also contains the final specification of the deployment packages and software tools.

Adaptive and Secure Publication and Subscription in Highly Dynamic IoT Environments

This deliverable describes the distributed broker and registry for crawling, indexing and ranking of IoT resources with focus on adaptation to IoT dynamics.

Secure IoT Information Access and Privacy Preservation

This deliverable defines the actual proposal for ensuring secure information access and privacy preservation. Additionally, this deliverable will describe the minimal disclosure technologies to be applied within IoT scenario. The deliverable will also describe the set of solutions for the discovery of trustworthy information sources.

IoTCrawler Benchmarking and Testing Environment

This deliverable contains the second version of the benchmarking and testing environment including a documentation of how to use it.

Requirements and Design Templates for IoT Crawling

This deliverable describes cross domain scenarios and related use-case requirements. Moreover, it contains design guidelines and detailed KPI for evaluation of IoTCrawler.

Quality Assurance Plan

This deliverable describes the quality system and procedures

IoT Data Attributes and Quality of Information

This deliverable describes data attributes and related quality measures, which are relevant for the ranking and adaptation or fault recovery tasks.

Enablers for Machine Initiated Semantic IoT Search

This deliverable documents an end-to-end solution for context-aware search for the IoT resources and services including a distributed registry and broker with semantic support for use case domains.

Project Handbook

Details project management and reporting procedures

Final Public Project Report
Enablers for Sensing and Understanding IoT Context

This deliverable describes the results of T5.1 knowledge-based context management and intermediate results of T5.3 model-based analysis for virtual sensors

Intermediate Report on Dissemination, Exploitation and Standardisation Activities

This deliverable reports on activities and plans for dissemination, exploitation and standardisation

Intermediate Integrated IoTCrawler Framework and Tools

This deliverable contains a first version of the integrated IoTCrawler framework including the tools developed in T6.3. It also contains a specification of the deployment packages and software tools.

Final Report on Dissemination, Exploitation and Standardisation Activities

This deliverable reports on results regarding dissemination, exploitation and standardisation.

Portfolio of Use-Case Concepts

This deliverable contains the potential use-cases for demonstration and evaluation.

Enablers for IoT Security and Privacy Baseline

This deliverable describes the initial enablers specification of the IoT platform both in terms of the composing functional blocks and the internal and external interfaces.

Security and Privacy-aware IoTCrawler Framework

This deliverable outlines the overall IoTCrawler framework, including its components and interfaces. Further focus is on lightweight dynamic semantic annotation techniques and security and privacy requirements and guidelines.

Monitoring and Fault Recovery in Highly Dynamic IoT Environments

This deliverable describes a scalable monitoring solution for IoT data streams and fault recovery mechanisms.

Large Scale IoT Crawling, Indexing and Ranking

This deliverable documents the technologies for crawling, indexing and ranking of large scale IoT resources.

Intermediate Version of IoTCrawler Benchmarking and Testing Environment

This deliverable ] contains a first version of the benchmarking and testing environment including a documentation of how to use it.

IoTCrawler Show Cases for Future Business Development

Show case prototypes demonstrating the IoTCrawler technologies in real working environments, including a viable business case and model.

Prototypes for End User Evaluation

Real working prototypes/MVPs based on the most promising use-cases selected from the portfolio of use-case concepts

Initial Version of Project’s Web Site

Web site of the project. It will be updated on a monthly basis

Public Workshop

This workshop will disseminate and demonstrate results to raise awareness

Publications

Distributed real-time SlowDoS attacks detection over encrypted traffic using Artificial Intelligence

Auteurs: Norberto Garcia, Tomas Alcaniz, Aurora González-Vidal, Jorge Bernal Bernabe, Diego Rivera, Antonio Skarmeta
Publié dans: Journal of Network and Computer Applications, Numéro 173, 2021, Page(s) 102871, ISSN 1084-8045
Éditeur: Academic Press
DOI: 10.1016/j.jnca.2020.102871

Enhancing Extensive and Remote LoRa Deployments through MEC-Powered Drone Gateways

Auteurs: Jorge Gallego-Madrid, Alejandro Molina-Zarca, Ramon Sanchez-Iborra, Jorge Bernal-Bernabe, José Santa, Pedro Miguel Ruiz, Antonio F. Skarmeta-Gómez
Publié dans: Sensors, Numéro 20/15, 2020, Page(s) 4109, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20154109

CIoTVID: Towards an Open IoT-Platform for Infective Pandemic Diseases such as COVID-19

Auteurs: Alfonso P. Ramallo-González, Aurora González-Vidal, Antonio F. Skarmeta
Publié dans: Sensors, Numéro 21/2, 2021, Page(s) 484, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21020484

Impact of SCHC Compression and Fragmentation in LPWAN: A Case Study with LoRaWAN

Auteurs: Jesus Sanchez-Gomez, Jorge Gallego-Madrid, Ramon Sanchez-Iborra, Jose Santa, Antonio Skarmeta
Publié dans: Sensors, Numéro 20/1, 2020, Page(s) 280, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20010280

A New Pattern Representation Method for Time-series Data

Auteurs: Roonak Rezvani, Payam Barnaghi, Shirin Enshaeifar
Publié dans: IEEE Transactions on Knowledge and Data Engineering, 2019, Page(s) 1-1, ISSN 1041-4347
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tkde.2019.2961097

LPWAN-Based Vehicular Monitoring Platform with a Generic IP Network Interface

Auteurs: José Santa, Ramon Sanchez-Iborra, Pablo Rodriguez-Rey, Luis Bernal-Escobedo, Antonio Skarmeta
Publié dans: Sensors, Numéro 19/2, 2019, Page(s) 264, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s19020264

Application Layer Key Establishment for End-to-End Security in IoT

Auteurs: Salvador Perez, Jose L. Hernandez-Ramos, Shahid Raza, Antonio Skarmeta
Publié dans: IEEE Internet of Things Journal, Numéro 7/3, 2020, Page(s) 2117-2128, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2019.2959428

A hybrid neuro-fuzzy inference system-based algorithm for time series forecasting applied to energy consumption prediction

Auteurs: Mohammed Ali Jallal, Aurora González-Vidal, Antonio F. Skarmeta, Samira Chabaa, Abdelouhab Zeroual
Publié dans: Applied Energy, Numéro 268, 2020, Page(s) 114977, ISSN 0306-2619
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2020.114977

Controlled Functional Encryption Revisited: Multi-Authority Extensions and Efficient Schemes for Quadratic Functions

Auteurs: Miguel Ambrona, Dario Fiore, Claudio Soriente
Publié dans: Proceedings on Privacy Enhancing Technologies, Numéro 2021/1, 2020, Page(s) 21-42, ISSN 2299-0984
Éditeur: Sciendo
DOI: 10.2478/popets-2021-0003

Missing Data Imputation with Bayesian Maximum Entropy for Internet of Things Applications

Auteurs: Aurora Gonzalez-Vidal, Punit Rathore, Aravinda S. Rao, Jose Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gomez
Publié dans: IEEE Internet of Things Journal, 2020, Page(s) 1-1, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2020.2987979

Eco-Efficient Mobility in Smart City Scenarios

Auteurs: Ramon Sanchez-Iborra, Luis Bernal-Escobedo, José Santa
Publié dans: Sustainability, Numéro 12/20, 2020, Page(s) 8443, ISSN 2071-1050
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/su12208443

On the Impact of Voice Encoding and Transmission on the Predictions of Speaker Warmth and Attractiveness

Auteurs: Laura Fernández Gallardo, Ramon Sanchez-Iborra
Publié dans: ACM Transactions on Knowledge Discovery from Data, Numéro 13/4, 2019, Page(s) 1-17, ISSN 1556-4681
Éditeur: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3332146

IoTCrawler: Challenges and Solutions for Searching the Internet of Things

Auteurs: Thorben Iggena, Eushay Bin Bin Ilyas, Marten Fischer, Ralf Tönjes, Tarek Elsaleh, Roonak Rezvani, Narges Pourshahrokhi, Stefan Bischof, Andreas Fernbach, Josiane Xavier Xavier Parreira, Patrik Schneider, Pavel Smirnov, Martin Strohbach, Hien Truong, Aurora González-Vidal, Antonio F. Skarmeta, Parwinder Singh, Michail J. Beliatis, Mirko Presser, Juan A. Martinez, Pedro Gonzalez-Gil, Marianne Krog
Publié dans: Sensors, Numéro 21/5, 2021, Page(s) 1559, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051559

Overview of Device Access Control in the IoT and its Challenges

Auteurs: V. Beltran, A. F. Skarmeta
Publié dans: IEEE Communications Magazine, 2018, Page(s) 1-7, ISSN 0163-6804
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/MCOM.2017.1700433

Observing the Pulse of a City: A Smart City Framework for Real-Time Discovery, Federation, and Aggregation of Data Streams

Auteurs: Sefki Kolozali, Maria Bermudez-Edo, Nazli Farajidavar, Payam Barnaghi, Feng Gao, Muhammad Intizar Ali, Alessandra Mileo, Marten Fischer, Thorben Iggena, Daniel Kuemper, Ralf Tonjes
Publié dans: IEEE Internet of Things Journal, Numéro 6/2, 2019, Page(s) 2651-2668, ISSN 2327-4662
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jiot.2018.2872606

An Online Adaptive Algorithm for Change Detection in Streaming Sensory Data

Auteurs: Yasmin Fathy, Payam Barnaghi, Rahim Tafazolli
Publié dans: IEEE Systems Journal, Numéro 13/3, 2019, Page(s) 2688-2699, ISSN 1932-8184
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsyst.2018.2876461

Offloading Positioning onto Network Edge

Auteurs: José Santa, Pedro J. Fernández, Ramon Sanchez-Iborra, Jordi Ortiz, Antonio F. Skarmeta
Publié dans: Wireless Communications and Mobile Computing, Numéro 2018, 2018, Page(s) 1-13, ISSN 1530-8669
Éditeur: John Wiley & Sons Inc.
DOI: 10.1155/2018/7868796

Next Generation Industrial IoT Digitalization for Traceability in Metal Manufacturing Industry: A Case Study of Industry 4.0

Auteurs: Michail J. Beliatis, Kasper Jensen, Lars Ellegaard, Annabeth Aagaard, Mirko Presser
Publié dans: Electronics, Numéro 10/5, 2021, Page(s) 628, ISSN 2079-9292
Éditeur: MDPI
DOI: 10.3390/electronics10050628

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams and Its Use with Data Analytics and Event Detection Services

Auteurs: Tarek Elsaleh, Shirin Enshaeifar, Roonak Rezvani, Sahr Thomas Acton, Valentinas Janeiko, Maria Bermudez-Edo
Publié dans: Sensors, Numéro 20/4, 2020, Page(s) 953, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20040953

TinyML-Enabled Frugal Smart Objects: Challenges and Opportunities

Auteurs: Ramon Sanchez-Iborra, Antonio F. Skarmeta
Publié dans: IEEE Circuits and Systems Magazine, Numéro 20/3, 2020, Page(s) 4-18, ISSN 1531-636X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcas.2020.3005467

Enterprise Security for the Internet of Things (IoT): Lightweight Bootstrapping with EAP-NOOB

Auteurs: Aleksi Peltonen, Eduardo Inglés, Sampsa Latvala, Dan Garcia-Carrillo, Mohit Sethi, Tuomas Aura
Publié dans: Sensors, Numéro 20/21, 2020, Page(s) 6101, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20216101

Risk-based automated assessment and testing for the cybersecurity certification and labelling of IoT devices

Auteurs: Sara N. Matheu-García, José L. Hernández-Ramos, Antonio F. Skarmeta, Gianmarco Baldini
Publié dans: Computer Standards & Interfaces, Numéro 62, 2019, Page(s) 64-83, ISSN 0920-5489
Éditeur: Elsevier BV
DOI: 10.1016/j.csi.2018.08.003

Lightweight Data-Security Ontology for IoT

Auteurs: Pedro Gonzalez-Gil; Antonio F. Skarmeta; Juan A. Martinez
Publié dans: Sensors, Vol 20, Iss 3, p 801 (2020), Numéro 17, 2020, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20030801

Runtime verification over out-of-order streams

Auteurs: Eugen Zălinescu; Felix Klaedtke; David Basin
Publié dans: ACM Transactions on Computational Logic, Numéro 1, 2019, ISSN 1529-3785
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3355609

On the Security of Randomized Defenses Against Adversarial Samples

Auteurs: Kumar Sharad, Giorgia Azzurra Marson, Hien Thi Thu Truong, Ghassan Karame
Publié dans: Proceedings of the 15th ACM Asia Conference on Computer and Communications Security, 2020, Page(s) 381-393, ISBN 9781450367509
Éditeur: ACM
DOI: 10.1145/3320269.3384751

Enabling Context-Aware Search using Extracted Insights from IoT Data Streams

Auteurs: V. Janeiko, R. Rezvani, N. Pourshahrokhi, S. Enshaeifar, M. Krogbak, S. H. Christophersen, T. Elsaleh, P. Barnaghi
Publié dans: 2020 Global Internet of Things Summit (GIoTS), 2020, Page(s) 1-6, ISBN 978-1-7281-6728-2
Éditeur: IEEE
DOI: 10.1109/giots49054.2020.9119535

Adaptation of EAP-NOOB Method for LoRaWAN with LO-CoAP-EAP and CBOR

Auteurs: Eduardo Ingles-Sanchez, Dan Garcia-Carrillo, Georgios Z. Papadopoulos, Nicolas Montavont, Antonio F. Skarmeta Gomez
Publié dans: 2020 Global Internet of Things Summit (GIoTS), 2020, Page(s) 1-6, ISBN 978-1-7281-6728-2
Éditeur: IEEE
DOI: 10.1109/giots49054.2020.9119629

Quality of Information for IoT-Frameworks

Auteurs: Thorben Iggena, Eushay bin Ilyas, Ralf Tonjes
Publié dans: 2020 IEEE International Smart Cities Conference (ISC2), 2020, Page(s) 1-8, ISBN 978-1-7281-8294-0
Éditeur: IEEE
DOI: 10.1109/isc251055.2020.9239043

Valid.IoT - a framework for sensor data quality analysis and interpolation

Auteurs: Daniel Kuemper, Thorben Iggena, Ralf Toenjes, Elke Pulvermueller
Publié dans: Proceedings of the 9th ACM Multimedia Systems Conference on - MMSys '18, 2018, Page(s) 294-303, ISBN 9781-450351928
Éditeur: ACM Press
DOI: 10.1145/3204949.3204972

IoTCrawler: Browsing the Internet of Things

Auteurs: Antonio F. Skarmeta, Jose Santa, Juan A. Martinez, Josiane X. Parreira, Payam Barnaghi, Shirin Enshaeifar, Michail J. Beliatis, Mirko A. Presser, Thorben Iggena, Marten Fischer, Ralf Tonjes, Martin Strohbach, Alessandro Sforzin, Hien Truong
Publié dans: 2018 Global Internet of Things Summit (GIoTS), 2018, Page(s) 1-6, ISBN 978-1-5386-6451-3
Éditeur: IEEE
DOI: 10.1109/GIOTS.2018.8534528

Segment Parameter Labelling in MCMC Mean-Shift Change Detection

Auteurs: Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong-Took, Payam Barnaghi
Publié dans: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Page(s) 4244-4248, ISBN 978-1-5386-4658-8
Éditeur: IEEE
DOI: 10.1109/icassp.2018.8462438

Kalman Filter Modifier for Neural Networks in Non-stationary Environments

Auteurs: Li, Honglin ; Ganz, Frieder ; Enshaeifar, Shirin ; Barnaghi, Payam
Publié dans: NIPS Bayesian Deep Learning Workshop, 2019
Éditeur: Neural Information Processing Systems Foundation

Lagrangian-based Clustering Algorithm for IoT Data streams

Auteurs: Roonak Rezvani, Shirin Enshaeifar, Payam Barnaghi
Publié dans: IEEE ICASSP Conference 2019, 2019
Éditeur: IEEE Communication Society

Spatio-Temporal Analysis for Smart City Data

Auteurs: Maria Bermudez-Edo, Payam Barnaghi
Publié dans: Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18, 2018, Page(s) 1841-1845, ISBN 9781-450356404
Éditeur: ACM Press
DOI: 10.1145/3184558.3191649

DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification

Auteurs: Hien Thi Thu Truong, Juhani Toivonen, Thien Duc Nguyen, Claudio Soriente, Sasu Tarkomaand N.Asokan
Publié dans: The 17th IEEE International Conference on Pervasive Computing and Communications, 2019
Éditeur: IEEE

Towards improving the Privacy in the MQTT Protocol

Auteurs: Marten Fischer, Daniel Kumper, Ralf Tonjes
Publié dans: 2019 Global IoT Summit (GIoTS), 2019, Page(s) 1-6, ISBN 978-1-7281-2171-0
Éditeur: IEEE
DOI: 10.1109/giots.2019.8766366

Towards Secure and Decentralized Sharing of IoT Data

Auteurs: Hien Thi Thu Truong, Miguel Almeida, Ghassan Karame, Claudio Soriente
Publié dans: The 2nd IEEE International Conference on Blockchain, 2019
Éditeur: IEEE

Continual Learning in Deep Neural Networks by Using a Kalman Optimiser

Auteurs: Honglin Li, Shirin Enshaeifar, Frieder Ganz, Payam Barnaghi
Publié dans: Uncertainty & Robustness in Deep Learning Workshop, 2019
Éditeur: International Conference on Machine Learning

Lagrangian-based Pattern Extraction for Edge Computing in the Internet of Things

Auteurs: Roonak Rezvani, Shirin Enshaeifar, Payam Barnaghi
Publié dans: 5th IEEE International Conference on Edge Computing and Scalable Cloud, 2019
Éditeur: IEEE

Performance study of LoRaWAN for smart-City applications

Auteurs: Sanchez-Gomez, Jesus, Gallego-Madrid, Jorge, Sanchez-Iborra, Ramon, Skarmeta, Antonio
Publié dans: IEEE 2nd 5G World Forum (30 September 2019), 2019
Éditeur: IEEE 2nd 5G World Forum

IoT-Stream: A Lightweight Ontology for Internet of Things Data Streams

Auteurs: T. Elsaleh, M. Bermudez-Edo, S. Enshaeifar, S. T. Acton, R. Rezvani, P. Barnaghi
Publié dans: 2019 Global IoT Summit (GIoTS), 2019, Page(s) 1-6, ISBN 978-1-7281-2171-0
Éditeur: IEEE
DOI: 10.1109/giots.2019.8766367

MEC-assisted end-to-end 5G-slicing for IoT

Auteurs: Sanchez-Iborra, Ramon, Covaci, Stefan, Santa, Jose, Sanchez-Gomez, Jesus, Gallego-Madrid, Jorge, Skarmeta, Antonio
Publié dans: IEEE Global Communications Conference (Globecom’19), 2019
Éditeur: IEEE Global Communications Conference

Performance analysis of hyperledger fabric 2.0 blockchain platform

Auteurs: Julian Dreyer, Marten Fischer, Ralf Tönjes
Publié dans: Proceedings of the Workshop on Cloud Continuum Services for Smart IoT Systems, 2020, Page(s) 32-38, ISBN 9781450381314
Éditeur: ACM
DOI: 10.1145/3417310.3431398

Toward a Blockchain-based Platform to Manage Cybersecurity Certification of IoT devices

Auteurs: Ricardo Neisse, Jose L. Hernandez-Ramos, Sara N. Matheu, Gianmarco Baldini, Antonio Skarmeta
Publié dans: 2019 IEEE Conference on Standards for Communications and Networking (CSCN), 2019, Page(s) 1-6, ISBN 978-1-7281-0864-3
Éditeur: IEEE
DOI: 10.1109/cscn.2019.8931384

Domain Agnostic Quality of Information Metrics in IoT-Based Smart Environments

Auteurs: Aurora González-Vidal, Tomás Alcañiz, Thorben Iggena, Eushay Bin Ilyas, Antonio F. Skarmeta
Publié dans: Volume 28: Intelligent Environments 2020, 2020, Page(s) 343 - 352, ISBN 978-1-64368-091-0
Éditeur: IOS Press
DOI: 10.3233/aise200059

IoT European Security and Privacy Projects: Integration, Architectures and Interoperability

Auteurs: Antonio F. Skarmeta, Jose Santa, Michail J. Beliatis, Mirko A. Presser, Josiane X. Parreira, Juan A. Martınez, Payam Barnaghi, Shirin Enshaeifar, Thorben Iggena, Marten Fischer, Ralf Tonjes, Martin Strohbach
Publié dans: Next Generation Internet of Things, Numéro Chapter 7, 2018
Éditeur: River Publishers

Searching for Internet-of-Things Resources: Requirements and Outlook

Auteurs: Yulei Wu, Haojun Huang, Cheng-Xiang Wang, Yi Pan, Yasmin Fathy
Publié dans: 5G-Enabled Internet of Things, Numéro Chapter 15, 2019, Page(s) 325-337, ISBN 9780-429199820
Éditeur: CRC Press
DOI: 10.1201/9780429199820-15

Security Risk Management for the Internet of Things: Technologies and Techniques for IoT Security, Privacy and Data Protection

Auteurs: Sara N. Matheu | Antonio F. Skarmeta
Publié dans: Security Risk Management for the Internet of Things: Technologies and Techniques for IoT Security, Privacy and Data Protection, Numéro 30 Jun 2020, 2020, Page(s) Pages 178-195, ISBN 978-1-68083-683-7
Éditeur: INTRASOFT International S.A.
DOI: 10.1561/9781680836837

Lagrangian Multipliers for Pattern Creation and Change Detection in Time series Data

Auteurs: Roonak Rezvani, Payam Barnaghi, Shirin Enshaeifar
Publié dans: IEEE TKDE journal, 2018
Éditeur: IEEE Communication Society

GDPR-inspired IoT Ontology enabling Semantic Interoperability, Federation of Deployments and Privacy-Preserving Applications

Auteurs: Agarwal, Rachit; Elsaleh, Tarek; Tragos, Elias
Publié dans: Numéro 1, 2020
Éditeur: arXiv

Continual learning using multi-view task conditional neural networks

Auteurs: Li, Honglin; Barnaghi, Payam; Enshaeifar, Shirin; Ganz, Frieder
Publié dans: Numéro 1, 2020
Éditeur: arXiv

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