Research on Data Compression and Efficient Transmission Technology in the Framework of Big Data Processing

[1] Li, R., Song, T., Mei, B., Li, H., Cheng, X., & Sun, L. (2018). Blockchain for large-scale internet of things data storage and protection. IEEE Transactions on Services Computing, 12(5), 762-771. Li R. Song T. Mei B. Li H. Cheng X. Sun L. ( 2018 ). Blockchain for large-scale internet of things data storage and protection . IEEE Transactions on Services Computing , 12 ( 5 ), 762 - 771 . Search in Google Scholar

[2] Wolfert, S., Ge, L., Verdouw, C., & Bogaardt, M. J. (2017). Big data in smart farming–a review. Agricultural systems, 153, 69-80. Wolfert S. Ge L. Verdouw C. Bogaardt M. J. ( 2017 ). Big data in smart farming–a review . Agricultural systems , 153 , 69 - 80 . Search in Google Scholar

[3] Habeeb, R. A. A., Nasaruddin, F., Gani, A., Hashem, I. A. T., Ahmed, E., & Imran, M. (2019). Real-time big data processing for anomaly detection: A survey. International Journal of Information Management, 45, 289-307. Habeeb R. A. A. Nasaruddin F. Gani A. Hashem I. A. T. Ahmed E. Imran M. ( 2019 ). Real-time big data processing for anomaly detection: A survey . International Journal of Information Management , 45 , 289 - 307 . Search in Google Scholar

[4] Rabah, K. (2018). Convergence of AI, IoT, big data and blockchain: a review. The lake institute Journal, 1(1), 1-18. Rabah K. ( 2018 ). Convergence of AI, IoT, big data and blockchain: a review . The lake institute Journal , 1 ( 1 ), 1 - 18 . Search in Google Scholar

[5] Allam, Z., & Dhunny, Z. A. (2019). On big data, artificial intelligence and smart cities. Cities, 89, 80-91. Allam Z. Dhunny Z. A. ( 2019 ). On big data, artificial intelligence and smart cities . Cities , 89 , 80 - 91 . Search in Google Scholar

[6] Ramachandra, M. N., Srinivasa Rao, M., Lai, W. C., Parameshachari, B. D., Ananda Babu, J., & Hemalatha, K. L. (2022). An efficient and secure big data storage in cloud environment by using triple data encryption standard. Big Data and Cognitive Computing, 6(4), 101. Ramachandra M. N. Srinivasa Rao M. Lai W. C. Parameshachari B. D. Ananda Babu J. Hemalatha K. L. ( 2022 ). An efficient and secure big data storage in cloud environment by using triple data encryption standard . Big Data and Cognitive Computing , 6 ( 4 ), 101 . Search in Google Scholar

[7] Lv, Z., Song, H., Basanta-Val, P., Steed, A., & Jo, M. (2017). Next-generation big data analytics: State of the art, challenges, and future research topics. IEEE Transactions on Industrial Informatics, 13(4), 1891-1899. Lv Z. Song H. Basanta-Val P. Steed A. Jo M. ( 2017 ). Next-generation big data analytics: State of the art, challenges, and future research topics . IEEE Transactions on Industrial Informatics , 13 ( 4 ), 1891 - 1899 . Search in Google Scholar

[8] Ge, M., Bangui, H., & Buhnova, B. (2018). Big data for internet of things: a survey. Future generation computer systems, 87, 601-614. Ge M. Bangui H. Buhnova B. ( 2018 ). Big data for internet of things: a survey . Future generation computer systems , 87 , 601 - 614 . Search in Google Scholar

[9] Sayood, K. (2017). Introduction to data compression. Morgan Kaufmann. Sayood K. ( 2017 ). Introduction to data compression . Morgan Kaufmann . Search in Google Scholar

[10] Sattler, F., Wiedemann, S., Müller, K. R., & Samek, W. (2019). Robust and communication-efficient federated learning from non-iid data. IEEE transactions on neural networks and learning systems, 31(9), 3400-3413. Sattler F. Wiedemann S. Müller K. R. Samek W. ( 2019 ). Robust and communication-efficient federated learning from non-iid data . IEEE transactions on neural networks and learning systems , 31 ( 9 ), 3400 - 3413 . Search in Google Scholar

[11] Minnen, D., Ballé, J., & Toderici, G. D. (2018). Joint autoregressive and hierarchical priors for learned image compression. Advances in neural information processing systems, 31. Minnen D. Ballé J. Toderici G. D. ( 2018 ). Joint autoregressive and hierarchical priors for learned image compression . Advances in neural information processing systems , 31 . Search in Google Scholar

[12] Nakamura, J. (Ed.). (2017). Image sensors and signal processing for digital still cameras. CRC press. Nakamura J. (Ed.). ( 2017 ). Image sensors and signal processing for digital still cameras . CRC press . Search in Google Scholar

[13] Sun, J., Yan, C., & Wen, J. (2017). Intelligent bearing fault diagnosis method combining compressed data acquisition and deep learning. IEEE Transactions on Instrumentation and Measurement, 67(1), 185-195. Sun J. Yan C. Wen J. ( 2017 ). Intelligent bearing fault diagnosis method combining compressed data acquisition and deep learning . IEEE Transactions on Instrumentation and Measurement , 67 ( 1 ), 185 - 195 . Search in Google Scholar

[14] Rao, K. R., & Yip, P. C. (Eds.). (2018). The transform and data compression handbook. CRC press. Rao K. R. Yip P. C. (Eds.).( 2018 ). The transform and data compression handbook . CRC press . Search in Google Scholar

[15] Sharma, H., Kumar, N., & Panigrahi, B. K. (2019, December). Physical layer security of ami data transmission in smart grid environment. In 2019 IEEE Globecom Workshops (GC Wkshps) (pp. 1-6). IEEE. Sharma H. Kumar N. Panigrahi B. K. ( 2019 , December ). Physical layer security of ami data transmission in smart grid environment . In 2019 IEEE Globecom Workshops (GC Wkshps) (pp. 1 - 6 ). IEEE . Search in Google Scholar

[16] Jesuthasan, F. H., Rohitkumar, H., Shah, P., & Trestian, R. (2019, June). Implementation and performance evaluation of a MIMO-VLC system for data transmissions. In 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (pp. 1-6). IEEE. Jesuthasan F. H. Rohitkumar H. Shah P. Trestian R. ( 2019 , June ). Implementation and performance evaluation of a MIMO-VLC system for data transmissions . In 2019 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) (pp. 1 - 6 ). IEEE . Search in Google Scholar

[17] Gulati, K., Boddu, R. S. K., Kapila, D., Bangare, S. L., Chandnani, N., & Saravanan, G. (2022). A review paper on wireless sensor network techniques in Internet of Things (IoT). Materials Today: Proceedings, 51, 161-165. Gulati K. Boddu R. S. K. Kapila D. Bangare S. L. Chandnani N. Saravanan G. ( 2022 ). A review paper on wireless sensor network techniques in Internet of Things (IoT) . Materials Today: Proceedings , 51 , 161 - 165 . Search in Google Scholar

[18] Xin, G., & Fan, P. (2023). Robust, practical and comprehensive analysis of soft compression image coding algorithms for big data. Scientific Reports, 13(1), 1958. Xin G. Fan P. ( 2023 ). Robust, practical and comprehensive analysis of soft compression image coding algorithms for big data . Scientific Reports , 13 ( 1 ), 1958 . Search in Google Scholar

[19] Schwarz, S., Preda, M., Baroncini, V., Budagavi, M., Cesar, P., Chou, P. A., … & Zakharchenko, V. (2018). Emerging MPEG standards for point cloud compression. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 9(1), 133-148. Schwarz S. Preda M. Baroncini V. Budagavi M. Cesar P. Chou P. A. Zakharchenko V. ( 2018 ). Emerging MPEG standards for point cloud compression . IEEE Journal on Emerging and Selected Topics in Circuits and Systems , 9 ( 1 ), 133 - 148 . Search in Google Scholar

[20] Jayasankar, U., Thirumal, V., & Ponnurangam, D. (2021). A survey on data compression techniques: From the perspective of data quality, coding schemes, data type and applications. Journal of King Saud University-Computer and Information Sciences, 33(2), 119-140. Jayasankar U. Thirumal V. Ponnurangam D. ( 2021 ). A survey on data compression techniques: From the perspective of data quality, coding schemes, data type and applications . Journal of King Saud University-Computer and Information Sciences , 33 ( 2 ), 119 - 140 . Search in Google Scholar

[21] Tao, D., Di, S., Chen, Z., & Cappello, F. (2017, May). Significantly improving lossy compression for scientific data sets based on multidimensional prediction and error-controlled quantization. In 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (pp. 1129-1139). IEEE. Tao D. Di S. Chen Z. Cappello F. ( 2017 , May ). Significantly improving lossy compression for scientific data sets based on multidimensional prediction and error-controlled quantization . In 2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (pp. 1129 - 1139 ). IEEE . Search in Google Scholar

[22] Azar, J., Makhoul, A., Barhamgi, M., & Couturier, R. (2019). An energy efficient IoT data compression approach for edge machine learning. Future Generation Computer Systems, 96, 168-175. Azar J. Makhoul A. Barhamgi M. Couturier R. ( 2019 ). An energy efficient IoT data compression approach for edge machine learning . Future Generation Computer Systems , 96 , 168 - 175 . Search in Google Scholar

[23] Almasri, N., Sadhu, A., & Ray Chaudhuri, S. (2020). Toward compressed sensing of structural monitoring data using discrete cosine transform. Journal of Computing in Civil Engineering, 34(1), 04019041. Almasri N. Sadhu A. Ray Chaudhuri S. ( 2020 ). Toward compressed sensing of structural monitoring data using discrete cosine transform . Journal of Computing in Civil Engineering , 34 ( 1 ), 04019041 . Search in Google Scholar

[24] Boopathiraja, S., Punitha, V., Kalavathi, P., & Prasath, V. S. (2022). Computational 2D and 3D medical image data compression models. Archives of Computational Methods in Engineering, 29(2), 975-1007. Boopathiraja S. Punitha V. Kalavathi P. Prasath V. S. ( 2022 ). Computational 2D and 3D medical image data compression models . Archives of Computational Methods in Engineering , 29 ( 2 ), 975 - 1007 . Search in Google Scholar

[25] Idrees, A. K., Alhussaini, R., & Salman, M. A. (2023). Energy-efficient two-layer data transmission reduction protocol in periodic sensor networks of IoTs. Personal and ubiquitous computing, 27(2), 139-158. Idrees A. K. Alhussaini R. Salman M. A. ( 2023 ). Energy-efficient two-layer data transmission reduction protocol in periodic sensor networks of IoTs . Personal and ubiquitous computing , 27 ( 2 ), 139 - 158 . Search in Google Scholar

[26] Jayaraman, S., Bhagavathiperumal, R., & Mohanakrishnan, U. (2018). A three layered peer-to-peer energy efficient protocol for reliable and secure data transmission in EAACK MANETs. Wireless Personal Communications, 102(1), 201-227. Jayaraman S. Bhagavathiperumal R. Mohanakrishnan U. ( 2018 ). A three layered peer-to-peer energy efficient protocol for reliable and secure data transmission in EAACK MANETs . Wireless Personal Communications , 102 ( 1 ), 201 - 227 . Search in Google Scholar

[27] Yang, L., Xiong, Z., Liu, G., Hu, Y., Zhang, X., & Qiu, M. (2021). An analytical model of page dissemination for efficient big data transmission of C-ITS. IEEE Transactions on Intelligent Transportation Systems, 23(9), 16524-16533. Yang L. Xiong Z. Liu G. Hu Y. Zhang X. Qiu M. ( 2021 ). An analytical model of page dissemination for efficient big data transmission of C-ITS . IEEE Transactions on Intelligent Transportation Systems , 23 ( 9 ), 16524 - 16533 . Search in Google Scholar

[28] Stergiou, C., Psannis, K., Plageras, A. P., Ishibashi, Y., & Kim, B. G. (2018). Algorithms for efficient digital media transmission over IoT and cloud networking. Journal of multimedia information system. Stergiou C. Psannis K. Plageras A. P. Ishibashi Y. Kim B. G. ( 2018 ). Algorithms for efficient digital media transmission over IoT and cloud networking . Journal of multimedia information system . Search in Google Scholar

[29] França, R. P., Iano, Y., Monteiro, A. C. B., & Arthur, R. (2020). Potential proposal to improve data transmission in healthcare systems. In Deep Learning Techniques for Biomedical and Health Informatics (pp. 267-283). Academic Press. França R. P. Iano Y. Monteiro A. C. B. Arthur R. ( 2020 ). Potential proposal to improve data transmission in healthcare systems . In Deep Learning Techniques for Biomedical and Health Informatics (pp. 267 - 283 ). Academic Press . Search in Google Scholar

[30] Sharma, A., Rathee, G., Kumar, R., Saini, H., Varadarajan, V., Nam, Y., & Chilamkurti, N. (2019). A secure, energy-and sla-efficient (sese) e-healthcare framework for quickest data transmission using cyber-physical system. Sensors, 19(9), 2119. Sharma A. Rathee G. Kumar R. Saini H. Varadarajan V. Nam Y. Chilamkurti N. ( 2019 ). A secure, energy-and sla-efficient (sese) e-healthcare framework for quickest data transmission using cyber-physical system . Sensors , 19 ( 9 ), 2119 . Search in Google Scholar