A Review on Real-time Big Data Analysis in Remote Sensing Applications

Pekturk M. K., ÜNAL M.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2017.7960499
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: Big Data, Remote Sensing, Real-time/Near Real-time Analysis, High Peformance Computing, HADOOP
  • Gazi Üniversitesi Adresli: Evet

Özet

Thanks to the new technologies of remote sensors, remote sensor data which increases in size exponentially and transforms to big data with increasing spatial and spectral resolutions causes great difficulties in storage, transportation and processing. It has become a necessity to implement parallel approaches instead of traditional methods, which are inadequate in critical applications when real/near real-time analysis of relevant large data is needed. In this paper, high performance computing approaches such as Multi-core, FPGA, CPU, Cluster and Cloud Computing are investigated for real / near real-time large data analysis in remote sensing applications.