Cloud Computing in Remote Sensing
Lizhe Wang, et. al.
Informasi Umum
Kode
20.21.2102
Klasifikasi
004.678 2 - Cloud Computing
Jenis
Buku - Elektronik (E-Book)
Subjek
Cloud Computing
No. Rak
Dilihat
155 kali
Informasi Lainnya
Abstraksi
This book begins with a cloud-based Petabyte-scale RS data integration and management infrastructure. Based on an OpenStack-enabled Cloud infrastructure with flexible resources provisioning, a distributed RS data integration system is built to easily integrate petabyte-scale multi-sensor, multi-resolution RS data in various formats or metadata standards across data centers. By virtue of the logical segmentation indexing (LSI) global data organizing and spatial indexing model as well as the distributed No-SQL database, an optimized object oriented data technology (OODT) based RS data management system is put forward to serve RS data on-demand. Then, the book is followed by high-performance remote sensing clouds for the data center named pipsCloud. It incorporates the Cloud computing paradigm with clusterbased HPC systems for a quality of service (QoS) optimized Cloud so as to address the challenges from a system architecture point of view. Wherein, baremetal (BM) provisioning of the HPC cluster is proposed for less performance penalty; a data access pattern aware data layout strategy is employed for better data locality and finally optimized parallel data I/O; dynamic directed acyclic graph (DAG) scheduling is used for large-scale workflows. Likewise, benefitting from an optimal distributed workflow and resource scheduling strategy on a basis of minimal data transferring, Cloud-enabled RS data producing infrastructure and services are delivered for planetary-scale RS data analyzing across data centers.
This book is greatly supported by the National Natural Science Foundation of China (No. U1711266), and it would appeal to remote sensing researchers becoming aware of the great challenges lying in most earth sciences as well as Cloud-empowered infrastructures and techniques available. Meanwhile, the computer engineers and scientists from other domains with similar issues could also be benefitted or inspired.
- TKI3C3 - KOMPUTASI AWAN
- CTI4O3 - KOMPUTASI AWAN
- ISI4V3 - KOMPUTASI AWAN UNTUK ENTERPRISE
- TTI4R3 - RADAR, NAVIGASI DAN REMOTE SENSING
- TKI4I3 - TEKNOLOGI PENGINDERAAN JAUH
- TTI4H3 - CLOUD COMPUTING
- TTI6U3 - SOFTWARE NETWORKS
- TEJ9I3 - TEKNIK PENGOLAHAN DATA UNTUK PENGINDERAAN JAUH
- CAK6DHB4 - KOMPUTASI AWAN
- AAK4GBB3 - Cloud Computing
- ACK2DAB3 - Komputasi Awan
- TEJ9I3 - TEKNIK PENGOLAHAN DATA UNTUK PENGINDERAAN JAUH
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Lizhe Wang, et. al. |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | CRC Press |
| Kota | Boca Raton |
| Tahun | 2020 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
