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Anura Jayasumana

CNRL
Recent Publications by
Anura P. Jayasumana
COMPUTER NETWORKING RESEARCH LABORATORY
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    Books & Book Chapters

    • P. Baxter, N. Bocker, J. Fogg, T. Goodwin, A. P. Jayasumana, T. E. Thornton, D. Plante, S. Redifer, A. Scalco, S. Simske, and D. Weissman, "Critical Infrastructure Protection," Vol. I and II, State of the Art Report,  Homeland Defense & Security Information Analysis Center (HDIAC),  March 5, 2021. (e-book)
    • G. A. Pendharkar and A. P. Jayasumana, "Virtual Coordinate Systems and Coordinate-Based Operations for IoT," Performability in Internet of Things, F. Al-Turjman (ed.),  EAI/Springer Innovations in Communication and Computing,  Springer International/Springer Nature, 2019.  (pdf)   (e-book)
    • N. Mosharraf, A. P.  Jayasumana,  Indrakshi Ray and B.  Bezawada,  "History-Based Throttling of Distributed Denial-of-Service Attacks," E-Business and Telecommunications, M.S. Obaidat and E. Cabello (ed.), Springer International Publishing, pp. 193-223, 2019. (e-book)
    • T. H. Illangasekare,  Q. Han, and A. P. Jayasumana, "Environmental Underground Sensing and Monitoring,"   Underground Sensing: Monitoring and Hazard Detection for Environment and Infrastructure, S. Pamukcu and L. Cheng (Editors), Academic Press,ISBN: 978-0-12-803139-1,     pp. 203-246, 2018
    • B. Albert and A. P. Jayasumana, FDDI and FDDI-II: Architecture, Protocols and Performance,Artech House, ISBN 0-89006-633-7, 430 pages, 1994.
 

       Recent Papers on Networks (1995 - )

    • Z. Qin, A.P. Jayasumana and R. Paffenroth, "Virtual-Coordinate Based Sampling and Embedding for Machine Learning with Graph Data,  Proc.   23rd IEEE/AMLA Conference on Machine Learning and Applications, Miami, FL, Dec. 2024. DOI: 10.1109/ICMLA61862.2024.00184
    • K. Gajamannage,  R. Paffenroth and A. P Jayasumana,  "Image Denoising Using the Geodesics’ Gramian of the Manifold Underlying Patch-Space, "  To appear in Statistics, Optimization and Information Computing. 
    • David Weissman, Anura P. Jayasumana, PhD, "Lightweight Dataset for Decoy Development to Improve IoT Security,"
      Proc. 6th International Conference of Internet of Things, July 2024 - CIoT 2024 pp. 127-140.  DOI: 10.5121/csit.2024.141410
    • N. Sivaroopan, D. Bandara, C. Madarasingha, G. Jourjon, A. P. Jayasumana  and K. Thilakarathna, "NetDiffus: Network Traffic Generation by Diffusion Models through Time-series Imaging," Computer Networks, 2024, https://doi.org/10.1016/j.comnet.2024.110616.

    • S. Muramudalige, A. P. Jayasumana and H. Wang, "A Feature Mapping Technique for Complex Data Object Generation with Likelihood and Deep Generative Approaches,"  IEEE Access, 2023 (https://doi.org/10.1109/ACCESS.2023.3335375).
    • Z. Qin, R. Paffenroth and A. P. Jayasumana, "Graph Coordinates and Conventional Neural Networks - An Alternative for Graph Neural Networks," Proc. 2023 IEEE International Conference on Big Data (BigData), Sorrento, Italy, 2023, pp. 4456-4465, doi: 10.1109/BigData59044.2023.10386792. (preprint Arxiv)
    • S. Nirhoshan,  C. Madarasingha, S. Muramudalige, G. Jourjon,  A. P. Jayasumana and K. Thilakarathna, "SyNIG: Synthetic Network Traffic Generation through Time Series Imaging,"   Proc. EEE 48th Conference on Local Computer Networks (LCN), Daytona Beach, FL, Oct. 2023.
    • S. Shirazi, S.R. Muramudalige, Indrakshi Ray, A. P. Jayasumana, H. Wang, "Adversarial Autoencoder Data Synthesis for Enhancing Machine Learning-based Phishing Detection Algorithms,"  IEEE Transactions on Services Computing, Jan. 2023. (https://doi.org/10.1109/TSC.2023.3234806)
    • K. Gajamannage, Y. Park, R. Paffenroth and  A. P. Jayasumana, "Reconstruction of Fragmented Trajectories of Collective Motion using Hadamard Deep Autoencoders,"  Pattern Recognition, Volume 131, November 2022. (https://doi.org/10.1016/j.patcog.2022.108891)

    • S. LaMar, R. Fitting and A. P.  Jayasumana, "Cognitive Communications System for Ultra-Low Size, Weight and Power (SWAP) Attributable Platforms,"  IEEE Access Journal, vol. 10, pp. 41381-41387, 2022  (https://doi.org/10.1109/ACCESS.2022.3167039).
    • K. Gajamannage,  R. Paffenroth, and A. P. Jayasumana. "A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix." arXiv preprint arXiv:2010.07769 (2020).  (https://doi.org/10.48550/arXiv.2010.07769)
    • C. Madarasingha, S. R. Muramudalige, G. Jourjon, A.P. Jayasumana and K. Thilakarathna,  "VideoTrain++: GAN-Based Adaptive Framework for Synthetic Video Traffic Generation," Computer Networks, Elsevier, 2022. (https://doi.org/10.1016/j.comnet.2022.108785)
    • S. LaMar,   L. Happel, J. Gosselin, A. P.  Jayasumana,  "Combating Advanced Persistent Threats for Imminent Low Earth Orbit Cognitive Communications Systems," Proc. 2022 IEEE Systems Conference, Montreal, Canada, April 2022.
    • S. R. Muramudalige, B.W. K. Hung, A.P. Jayasumana, Indrakshi Ray and J. Klausen, "Enhancing Investigative Pattern Detection via  Inexact Matching and Graph Databases,"   IEEE Transactions on Services Computing, 2022.  (https://doi.org/10.1109/TSC.2021.3073145)

    • G. Mahindre and A.P. Jayasumana, "Link Dimension and Exact Construction of Graphs from Distance Vectors,"  Discrete Applied Mathematics, Vol. 309, Elsevier,  2022.   (https://doi.org/10.1016/j.dam.2021.11.013)
    • G. Mahindre, R. Karkare, R. Paffenroth, and A.P.  Jayasumana, "A Pre-training Oracle for Predicting Distances in Social Networks,"  Proc. IEEE International Conference on Big Data (IEEE BigData 2021), Dec. 2021. (http://doi.org/10.1109/BigData52589.2021.9671784)
    • S. J. LaMar, I. Caceres, S. E. Kapple, A. P. Jayasumana and J.J. Gosselin, "Congestion Aware Intent-Based Routing Using Graph Neural Networks for Improved Quality of Experience in Heterogeneous Networks,"  Proc. Military Communications Conference (MILCOM 2021), San Diego, CA, Nov/Dec. 2021. (https://doi.org/10.1109/MILCOM52596.2021.9652977)
    • C.M. Kattadige, S. Muramudalige, K. N. Choi, G. Jourjon, H. Wang, A.P. Jayasumana and K. Thilakarathna, "VideoTrain: A Generative Adversarial Framework for Synthetic Video Traffic Generation,"  Proc. 22nd IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2021), Pisa, Italy, June 2021.  ( DOI:10.1109/WoWMoM51794.2021.00034)
    • S. Rao, S. Lamar, M. Ignatenko, C. Lee-Yow and  A. Jayasumana, "Compact Millimeter-Wave Antenna Designs for Line-of-Sight Communications in Permissive Operating Environments,"  NRSM 2021: National Radio Science Meeting, Jan. 2021.

    • G. Mahindre, R. Karkare, R. Paffenroth  and A. P. Jayasumana, "Inference in Social Networks from Ultra-Sparse Distance Measurements via Pretrained Hadamard Autoencoders," Proc.  45th IEEE Conference on Local Computer Networks (LCN2020), Nov. 2020. (http://doi.org/10.1109/LCN48667.2020.9314769)
    • H. Shirazi, S. Muramudalige, Indrakshi Ray and A. P. Jayasumana, "Improved Phishing Detection Algorithms Using Adversarial Autoencoder Synthesized Data," Proc.  45th IEEE Conference on Local Computer Networks (LCN2020), Nov. 2020.
    • S. LaMar, T. Gillette, S. Vineyard, S. Seidel, A. Jayasumana, "Revolutionary Cognitive Antennas for Space Networks Interoperability,"   Proc. IEEE International Systems Conference (SysCon), Dec 2020. (https://doi.org/10.1109/SysCon47679.2020.9275931)
    • D. Weissman and A. Jayasumana, "Integrating IoT Monitoring for Security Operation Center," 2020 Global Internet of Things Summit (GIoTS), Jun. 2020. (https://doi.org/10.1109/GIOTS49054.2020.9119680 )
    • A.P. Jayasumana, R.C.  Paffenroth, G. Mahindre, S. Ramasamy, K.D.  Gajamannage, "Network Topology Mapping from Partial Virtual Coordinates and Graph Geodesics,"  IEEE/ACM Transactions on Networking. (DOI: 10.1109/TNET.2019.2953921)

    • B.W.K. Hung, A. P. Jayasumana and V. W. Bandara, "Finding Emergent Patterns of Behaviors in Dynamic Heterogeneous Social Networks,"  IEEE Transactions on Computational Social Systems. (DOI: 10.1109/TCSS.2019.2938787)
    • B. W. K. Hung, S. Muramudalige, A. P. Jayasumana, J. Klausen,   R. Libretti, E. Moloney and P. Renugopalakrishnan, "Recognizing Radicalization Indicators in Text Documents Using Human-in-the-Loop Information Extraction and Natural Language Processing Techniques,"   IEEE International Symposium on Technologies for Homeland Security, Woburn, MA USA, Nov. 2019.
    • G. Mahindre, A. P. Jayasumana, K. Gajamannage and R. Paffenroth "On Sampling and Recovery of Topology of Directed Social Networks - A Low-Rank Matrix Completion based Approach,"   Proc. 44th IEEE Conference on Local Computer Networks (LCN2019), Osnabrück, Germany, Oct. 2019. ( https://doi.org/10.1109/LCN44214.2019.8990707)
    • S. R. Muramudalige, B.W. K. Hung, A.P. Jayasumana and  Indrakshi Ray, "Investigative Graph Search using Graph Databases,"   Proc. Graph Computing  (GC 2019), Laguna Hills, CA, Sept. 2019.
    • J. Klausen, R. Libretti, B.W.K. Hung and A. P. Jayasumana, "Radicalization Trajectories: An Evidence-Based Computational Approach to Dynamic Risk Assessment of  ‘Homegrown’ Jihadists," Studies in Conflict & Terrorism,  Taylor & Francis, 2018. (https://doi.org/10.1080/1057610X.2018.1492819)

    • B.W.K. Hung, A. P. Jayasumana and V. W. Bandara, "INSiGHT: A System to Detect Violent Extremist Radicalization Trajectories in Dynamic Graphs,"   Data and Knowledge Engineering,  Vol, 118, Elsevier, Nov. 2018. (https://doi.org/10.1016/j.datak.2018.09.003)
    • A. Gunathillake, A. V. Savkin and A. P. Jayasumana, "Robust Kalman Filter Based Decentralized Target Search and Prediction with Topology Maps," To appear in   IET Wireless Sensor Systems (pdf).
    • A.  Gunathillake,   K. Thilakarathna, and   A. P. Jayasumana, "Topology Preserving Map for Wireless Sensor Networks Equipped with Directional Antennas," Proc. 43rd IEEE Conference on Local Computer Networks (LCN2018), Chicago, IL, Oct. 2018.
    • S. Chatterjee and A. P. Jayasumana, "Exploiting Correlation for Query Resolution in Multi-attribute Structured Peer-to-Peer Networks,"  Proc. 43rd IEEE Conference on Local Computer Networks (LCN2018), Chicago, IL, Oct. 2018.
    • G. S. Mahindre and A. P. Jayasumana, "Efficient Representation, Measurement, and Recovery of Large-scale Networks," 2018 Ninth International Green and Sustainable Computing Conference (IGSC), 2018, pp. 1-2, (http://doi: 10.1109/IGCC.2018.8752162).
          
    • A. Gunathillake, A. V. Savkin and A. P. Jayasumana, "Topology Mapping Algorithm for 2D and 3D Wireless Sensor Networks Based on Maximum Likelihood Estimation,"  Computer Networks,  Vol. 130,  Elsevier, Jan. 2018. (https://doi.org/10.1016/j.comnet.2017.11.002)
    • A. Gunathillake, M. Moradi, K. Thilakarathna, A. P.  Jayasumana and A. V. Savkin,  "Topology Maps for 3D Millimeter Wave Sensor Networks with Directional Antennas,"    Proc. 42nd IEEE Conference on Local Computer Networks (LCN 2017), Singapore, Oct. 2017.
    • N. Mosharraf, A. P. Jayasumana and Indrakshi Ray, "Using a History-Based Profile to Detect and Respond to DDoS Attacks," Proc. 14th International Conference on Security and Cryptography, Madrid, Spain, July 2017.
    • N. Mosharraf, A. P. Jayasumana and Indrakshi Ray, "A Distributed Mechanism to Protect against DDoS Attacks," Proc. 31st Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy (DBSec'17), Philadelphia, PA, USA, July  2017.
    • B. W. Hung, A. P. Jayasumana and V. W. Bandara, "INSiGHT: A System for Detecting Radicalization Trajectories in Large Heterogeneous Graphs," Proc. IEEE 2017 International Conference on Technologies for Homeland Security (HST2017), Waltham, Massachusetts, April 2017. (doi: 10.1109/THS.2017.7943441)(download)

    • A. F. Buoud and A. P. Jayasumana, "Topology Preserving Map to Physical Map - A Thin-Plate Spline Based Transform,"   Proc. 41st IEEE Conference on Local Computer Networks (LCN 2016), Dubai, UAE, Nov. 2016. (10.1109/LCN.2016.54)(download)
    • A. Gunathillake, A. Savkin and A. P. Jayasumana, "Maximum Likelihood Topology Maps for Wireless Sensor Networks Using an Automated Robot,"  Proc. 41st IEEE Conference on Local Computer Networks (LCN 2016), Dubai, UAE, Nov. 2016. (DOI: 10.1109/LCN.2016.62)(download)
    • N. Mosharraf and A. P. Jayasumana, "Packet-Pair Dispersion Signatures in Multihop Networks,"   Proc. 10th IEEE Workshop on Network Measurements (WNM2016),  LCN 2016, Dubai, UAE, Nov. 2016.

    Papers on VLSI & Testing (1995 - )

    • X. He, Y. K.  Malaiya, A. P. Jayasumana, K. P. Parker and S. Hird, "Principal Component Analysis-Based Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing"  Proc. 41st International Test Conference (ITC'10), Austin, Texas, November 2010
    • A. P. Jayasumana, Y. K. Malaiya, X. He, K. P. Parker and S. Hird, "Compensation for Measurement Errors Due to Mechanical Misalignments in PCB Testing,"Presented at the IEEE 9th International Board Test Workshop (BTW'10), Fort Collins, CO, Sept. 2010.
    • X. He, Y. K.  Malaiya, A. P. Jayasumana, K. P. Parker and S. Hird, "An Outlier Detection Based Approach for PCB Testing,"  Proc. 40th International Test Conference (ITC09), Austin, Texas, November 2009. {Finalist for Best Paper Award}
    • X. He, Y. Malaiya, A. P. Jayasumana, K. P. Parker and S. Hird, "Outlier Detection in Capacitive Open Test Data Using Principal Component Analysis," Presented at the IEEE 8th International Board Test Workshop (BTW'09), Fort Collins, CO, Sept. 2009.

    • S. Wu, S. Jandhyala, Y. K. Malaiya and A. P. Jayasumana "Antirandom Testing: A Distance Based Approach,"  VLSI Design. Vol. 2008 (2008), Article ID 165709, 9 pages, doi:10.1155/2008/165709
    • A. Sharma, A.P. Jayasumana and Y. K. Malaiya, "X-IDDQ: A Novel Defect Detection Technique using IDDQ Data,''    Proc. 24th IEEE VLSI Test Symposium, Berkeley,  CA, April 2006.
    • A. S. Banthia, A. P. Jayasumana and Y.K. Malaiya, "Data Size Reduction for Clustering-Based Binning of ICs using Principal Component Analysis,"  Proc.  IEEE International Workshop on Defect Based Testing (DBT 2005),  CA, May 2005.
    • X. Jiang and A. P. Jayasumana, “Input Collapse of CMOS Logic Gates with a Series-Connected MOSFET Chain,” Proc. Seventh International Conference on Solid-State and Integrated-Circuit Technology (ICSICT2004), Beijing, China, October, 2004.
    • R. Turakhia, A. P. Jayasumana and Y. K. Malaiya, "Clustering-Based Production-Line Binning of ICs Based on IDDQ,'' Proc. IEEE International Workshop on Defect Based Testing (CDBT 2003), Nappa Valley, CA, pp. 65-73, April 2003

    • Xueping Jiang, A. P. Jayasumana, W. Zhang, S. Chiao, "A Proper Deep Submicron MOSFET Model (PDSMM) and Its Applications for Delay Modeling of CMOS Inverters,''   Proc. Sixth International Conference on Solid-State and Integrated-Circuit Technology (ICSICT2001), Shanghai, China,  Vol. 2, 875-878, October, 2001.
    • A. Rao, A.P. Jayasumana and Y.K. Malaiya, "Optimal Clustering and Statistical Identification of Defective ICs using IDDQ Testing,'' Proc.  IEEE International Workshop on Defect Based Testing (DBT 2000), Montreal, Canada, April 2000
    • S. Jandhyala, H. Balachandran, M. Sengupta and A. Jayasumana,  "Clustering Based Evaluation of IDDQ Measurements: Applications in Testing and Classification of ICs,'' Proc. IEEE VLSI Test Symposium, Montreal, Canada, pp. 444-449, April 2000.
    • S. Jandhyala, H. Balachandran, and A. Jayasumana, ``Reducing Dependence on Arbitrary Thresholds with IDDQ Testing,'' TI Technical Journal, Texas Instruments, Oct.- Dec. 1999
    • A. Palaniswami, A. Jayasumana and Y. K. Malaiya, "A Neural Network Based Approach for Testing Analog Circuits with Frequency Domain Classification and Time Domain Testing,'' Proc. IEEE System Test and Diagnosis Workshop, Sept. 1999.

    • S. Jandhyala, H. Balachandran, and A. Jayasumana, "Clustering Based Techniques for IDDQ Testing,'' Proc. International Test Conference, Sept. 1999.
    • S. Jandhyala, H. Balachandran, S. Menon, A. Jayasumana, "Clustering Based Identification of Faulty ICs Using IDDQ Tests, '' Proc. 1998 IEEE International Workshop on IDDQ Testing, Oct. 1998.
    • S. Wu, Y.K. Malaiya and A.P. Jayasumana, "Antirandom vs. Pseudorandom Testing,"  Proc. IEEE Int. Conf. on Computer Design, Oct. 1998, pp. 221-3.
    • S. Menon, A. P. Jayasumana and Y. K. Malaiya, ``BiCMOS Domino: A Novel High-Speed Dynamic BiCMOS Logic,'' International Journal of Electronics, Vol. 83, No. 2, pp 177-89, 1997.
    • S. Menon, A. P. Jayasumana and Y. K. Malaiya, "ECL Storage Elements: Modeling of Faulty Behavior,'' IEEE Transactions on Circuits Systems-II: Analog and Digital Signal Processing, Vol.44, No. 11, pp. 970-974, November 1997.

    • S. M. Menon, Y. K. Malaiya, A. P. Jayasumana and Q. Tong, ``Operational and Test Performance in the Presence of Built-in Current Sensors,'' Journal of VLSI Design, Vol. 5, No. 3, pp. 285-98, 1997.
    • W. K. Al-Assadi, A. P. Jayasumana and Y. K. Malaiya, ``IDDQ Testable Static RAM Design,'' Proceedings of the NASA Symposium on VLSI Design, March 1997.
    • S.M. Menon, Y.K. Malaiya and A.P. Jayasumana, ``Input Pattern Classification for Detection of Stuck-on and Bridging Faults Using IDDQ Testing in BiCMOS and CMOS Circuits,'' Proc. IEEE International Conference on VLSI Design, Jan. 1997. *
    • S. Menon, A. P. Jayasumana and Y. K. Malaiya, ``Input Pattern Classification for Transistor Level Testing of Bridging Faults in BiCMOS Circuits,'' Proc. Great Lakes Symposium on VLSI, March 1996.
    • W. A. Al-Assadi, A.P. Jayasumana, and Y.K. Malaiya, ``A Bipartite, Differential, IDDQ Testable Static RAM Design,'' Proc. IEEE International Workshop on IDDQ Testing (IDDQ'95), Oct. 1995, pp. 54-59.

    • W. A. Al-Assadi, A.P. Jayasumana, and Y.K. Malaiya, ``A Bipartite Differential IDDQ Testable Static RAM Design,'' Proc. IEEE International Workshop on Memory Technology, Design and Testing , Aug 1995, pp. 36-45.
    • S.M. Menon, A.P. Jayasumana, and Y.K. Malaiya, ``A Novel High-Speed BiCMOS Domino Logic Family,'' Proc. IEEE International Symposium on Circuits and Systems (ISCAS), April 1995, pp. 21-24.
    • S. M. Menon, Y. K. Malaiya, A. P. Jayasumana, and R. Rajsuman, ``Testable Design of BiCMOS Circuits for Stuck-Open Fault Detection using Single Patterns,'' IEEE Journal of Solid State Circuits, Vol. 30, No. 8, Aug. 1995, 855-63.
    • K. Mody and A. P. Jayasumana, ``An Efficient Multi-Layer Diagonal Router for Printed Circuit Boards,'' Computers and Electrical Engineering - An International Journal, Vol. 21, No. 3, May 1995, pp. 147-58. (Available from ScienceDirect)
    • S. M. Menon, A. P. Jayasumana and Y. K. Malaiya, ``Manifestation of Faults in Single- and Double-BJT BICMOS Logic Gates,'' Proceedings of IEE, Part E: Computers and Digital Techniques, Vol. 142, No. 2, March 1995, pp. 135-44.

    Papers on Eye Tracking and Gaze Tracking

    • N. M. Piratla and A.P. Jayasumana, ``A Neural-Network Based Gaze Tracker,'' Intelligent Engineering Systems Through Artificial Neural Networks, (Editors: Dagli, Buczak, Ghosh, Embrechts and Ersoy), Vol. 9 (Smart Engineering System Design), pp869-875, ASME Press, 1999. Also presented at ANNIE 99
    • N. M. Piratla and A. P. Jayasumana, ``A Neural Network Based Real-Time Gaze Tracker,''  Journal of Network and Computer Applications,  Vol. 25/3,  pp. 179-196, 2002   (pdf)

       

    PROCEEDINGS AND SPECIAL ISSUES

    • Y. K. Malaiya and A. P. Jayasumana (Editors), Digest of Papers - IEEE International Workshop on IDDQ Testing , Washington D.C., Oct. 1995.
    • C. Tong and A. P. Jayasumana (Editors), Digest of Papers - IEEE International Workshop on IDDQ Testing, Washington D.C., Published by IEEE-CS Press, ISBN 0-8186-7657-8, 115 pages, Oct. 1996.
    • A. P. Jayasumana and C. Tong (Editors), Digest of Papers - IEEE International Workshop on IDDQ Testing, Washington D.C., Published by IEEE-CS Press, ISBN 0-8186-8123-3, 120 pages, Oct. 1997.
    • A. P. Jayasumana and V. Chandrasekar (Editors), Technologies, Protocols, and Services for Next-Generation Internet, SPIE, Bellingham, Wash., USA : Aug. 2001, TK5105.55 .T43 2001.
    • M. Wahlisch, D. Turgut, T. Pfeifer, A. P. Jayasumana,  Current and future architectures, protocols, and services for the Internet of Things, Special Issue, Computer Communications, Volume 74, 2016,  ISSN 0140-3664, https://doi.org/10.1016/j.comcom.2016.01.003.

    • L. J. G. Villalba, J. Bi, A. P. Jayasumana and A. L. S. Orozoco, Advances on Software Defined Sensor, Mobile and Fixed Networks, International Journal of Distributed Sensor Networks, June 2016.


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