teknis big data dalam pengembangan kecerdasan buatan.pptx

Big Data Technical Prespectives

1. Big Data Technical Perspectives Dr. Mardhani Riasetiawan Cloud & Grid Technology Working Group Lab Sistem Komputer dan Jaringan Departemen Ilmu Komputer dan Elektronika FMIPA – UGM http://cloud.wg.ugm.ac.id | [email protected] ‹#›

2. Technical Layer Application Big Data Architecture Infrastructures ‹#›

3. Big Data Platform Capabilities Streaming Data Text Data Applications Data Time Series Geo Spatial Relational Information Ingest Real Time Analytics Warehouse & Data Marts Analytic Appliances Social Network Video & Image All Data Sources: application, share folder, DB, projects Advanced Analytics / New Insights New / Enhanced Applications Automated Process Case Management Analytic Applications Cognitive Learn Dynamically? Prescriptive Best Outcomes? Predictive What Could Happen? Descriptive What Has Happened? Exploration and Discovery What Do You Have? Watson Cloud Services ISV Solutions Alerts ‹#› services services services Big Data Process

4. Integration ‹#›

5. Data Flow ‹#›

6. Supporting Technologies ‹#›

7. Big Computation Environment ‹#›

8. WISANGGENI Big Data Cluster ‹#›

9. Infrastructures : Cluster to Cloud 2014 Cluster+Lego 2015 Cloud Data Center ‹#›

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11. WISANGGENI 01 rev 2 Experimental cluster 33 node Raspberry Pi 3 (1 master, 32 workers) ARM A52 Cortex, 4 core 1.2Ghz RAM 1GB LDDR3 Elpida V-Gen Hyper 32GB Unitek Y2155 5V/2.1A power source HP V1920-48 Gigabit Ethernet, CAT6 Rasbian Jessie PIXEL (custom setting) MPICH 3.2 ‹#›

12. NUC! Experimental cluster – Big data 9 node Intel NUC 5I5RYH (1 master, 8 workers) Intel Core i5 5200U RAM Corsair Vengeance 2x4GB 1600C9 LDDR3 Adata SP900 256GB SSD HP V1920-24G Gigabit Ethernet, CAT6 CentOS 7.2 (custom) MPICH 3.2 OpenMPI 7 Hadoop + Spark ‹#›

13. Operating System ‹#›

14. GamaBoxOS ‹#›

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17. G-CONNECT Konektivitas ‹#›

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19. Infrastructures : Konektivitas Baloon solar paper panel powerbank, mini router & wireless safety wire & backup access mini & mobile data center ‹#›

20. specification Balon at least 30 days capabilities to up in the air Network & Access Tools single board router computer power bank wireless devices backup link to base station Solar paper panel for generating the power SBC power backup link receiver broadcaster ‹#›

21. Prototype1-Oct2016 Prototype2-Dec2016 ‹#›

22. IoT – real time streaming data ‹#› http://gamabox.id/gconnect/

23. G-Lahan Penanggulangan kebakaran dan peningkatan nilai lahan ‹#›

24. LahanProject Diskripsi Penelitian potensi digitalisasi lahan untuk mengurangi kebakaran hutan dan monitoring lahan Fokus penelitian Data gathering dari satelit, bmkg, atau instansi lain dengan mekanisme data streaming Analisis data dan visualisasi Penyediaan dataset lahan : before vs after, trend lahan, dan proyeksi Crowd monitoring lahan ‹#›

25. Focus Peningkatan Nilai Lahan Massive & Scalable Implementasi Teknologi Sustain Implementable hutan dan lahan lainnya ‹#›

26. Kepemilikan Bersama Lahan Produktif Nilai (uang & adat) Pengawasan Bersama Ekonomis ‹#›

27. Desain Lahan memiliki dimensi ukuran (m 2 atau pixel) Setiap dimensi dimiliki 1 atau lebih orang Distribusi ditentukaan “Adat” Penggunaan Lahan bersama Setiap ukuran memiliki nilai ekonomis ‹#›

28. Teknologi IoT Cloud BigData IoT IoT IoT IoT IoT IoT IoT analytics ‹#›