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Kemandirian Teknologi Indonesia

Dr. Mardhani Riasetiawan

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Lab Riset Sistem Komputer & Jaringan�skj.mipa.ugm.ac.id

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RoadMap

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A journey

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    • Gamabox Cluster

2013

    • Gamabox Lego

2014

    • GamaBox Wisanggeni 0.1

2015

    • Gamabox Wisanggeni 1
    • G-Connect

2016

    • Gamabox Wisanggeni 2
    • G-Connect

2017

    • GamaBox OS
    • G-Connect

2018

    • GamaCloud

2019

    • G-Connect

2018-2020

    • GamaBoxExplorer

2020-2021

    • GamaBoxExplorer v2
    • KM COVID-19
    • SCM Platform

2022-2025

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Infrastructures : Cluster to Cloud

2014

Cluster+Lego

2015

Cloud Data Center

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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

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Unitek Y2155 5V/2.1A power source

HP V1920-48 Gigabit Ethernet, CAT6

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Rasbian Jessie PIXEL (custom setting)

MPICH 3.2

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Peer to peer Data Mining

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BLOCKCHAIN

6x AMD RX 470 cryptocurrency mining

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GamaBoxOS (2018-2019)

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GamaBoxOS

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GamaCloud (2019)

9 node Intel NUC 5I5RYH (1 master, 8 workers)

Intel Core i5 5200U

RAM Corsair Vengeance 2x4GB 1600C9 LDDR3

Adata SP900 256GB SSD

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HP V1920-24G Gigabit Ethernet, CAT6

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CentOS 7.2 (custom)

MPICH 3.2

OpenMPI 7

Hadoop + Spark

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GamaBoxHPC

GamaboxHPC (GamaBox High Performance Computer) adalah produk riset dan pengembangan pada perangkat keras server berkecepatan tinggi untuk melakukan pengolahan data besar yang mendukung penelitian dan pengembangan, serta analisis data.

GamaBoxHPC

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Spesifikasi Perangkat Keras

Intel NUC

Manageble switch

UPS

  • UTP cable cat6
  • Supported power cable
  • Air flow system

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Spesifikasi Perangkat Lunak

Node 1: Big Data Engine (scalable untuk penambahan node)

  • Operating system Baseline : GamaBoxOS/CentOS 7
  • Hadoop : Clouder or Hortonworks
  • Big Data tools : JupyterNotebook

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Node 2 : Big Data Storage

  • CKAN content management system
  • Visualisasi
    • Tableau Desktop

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GamaCloud

  • Menyediakan suatu sistem orkestrasi yang terhubung dengan komputer klaster serta dapat meluncurkan, mengatur dan mengawasi framework ke dalam klaster yang mendukung jalannya suatu ekosistem big data

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G-Connect: Real-Time Early Warning System for Landslide Data Monitoring��2018 - 2021

Mardhani Riasetiawan, Bambang Nurcahyo Prastowo, Nur Ahmad Sulistyo Putro, Oktaf Agni Dhewa, Faris Yusif Bakhtiar

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Department of Computer Science and Electronics

Faculty of Mathematics and Natural Sciences

Universitas Gadjah Mada

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mardhani@ugm.ac.id, skj.mipa.ugm.ac.id, cloud.wg.ugm.ac.id

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Condition

  • Lanslides
  • Remote area
  • Less connectivity

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IoT-sensor

IoT-survelliance

Big data & Dashboard

Apps

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Prototype1-Oct2016

Prototype2-Dec2016

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G-Connect

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Devices configuration

    • Environmental sensors (temperature, humidity, wind, soil slope)
    • Environmental surveillance (images and CCTV)
    • Health data acquisition (Open Data Kit tools)
    • Transmission media for low rate / bandwidth transmission
    • Independent power source (solar panel)
    • Casing equipment

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(e)

(b)

(c)

(d)

(a)

(f)

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www.gamabox.id/g_connect

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Data Besar untuk Mitigasi Pandemi

& Healthcare Monitoring

  • Pertambahan Kasus per hari masih tinggi
  • Kesadaran semua pihak belum konsisten
  • Solusi permanen untuk pencegahan dan penanganan belum ada
  • Teknologi Pendukung memiliki peluang dan potensi untuk digunakan

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  • Covid19.gamabox.id

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REALTIME MONITORING DASHBOARD FOR COVID 19�covid19.gamabox.id (2020 – saat ini)

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Arsitektur yang berjalan

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Breakthrough

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Computer Science Point of View

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Pre-kondisi

  • TIM AI adalah aplikasi deteksi mandiri berbasis aplikasi website dan aplikasi mobile
  • TIM AI bukan / belum alat Kesehatan (?), saat ini didesain sebagai tools deteksi mandiri berbasis foto lidah dan screening test

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Tongue

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General Design�T-19 apps (Tongue detection for covid-19)

Data Screening (suhu, etc)

Data collection

Data Cleansing & Preparation

Data Annotation/ Labeling

Data Training

Deep Learning Methods

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Deconvolutional Neural Net (Noh et al. 2015)

Data Uji

Data Validasi

Data model

Result

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  1. Classification (positive & negative )
  2. Recommendation
  3. Historical-time series analysis

Supporting technology

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Technology

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LiveDokter: aplikasi telemedicine & knowledge management

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GamaBox Explorer – Data Management Platform

  • Identifikasi terhadap standar pengelolan data energi di dunia yang terdiri atas
    • The Open Group Open Subsurface Data Universe™ (OSDU) Forum
    • International Association of Oil & Gas Producers (IOGP)
    • POSC Caesar Association(from 1995)
    • Petroleum Industry Data eXchange (PIDX)
    • Pipeline Open Data Standard (PODS)
    • PPDM Association (PPDM)
    • Open Geospatial Consortium (OGC)
    • Object Management Group (OMG)
    • The Open Groupj.WS-I

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Pengembangan sistem

  • Area Energi
    • Minyak dan Gas
    • Batubara
    • Panas Bumi
    • EBT*

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Fitur Analisis

Production analytic

Well analytic

Map Potential analytic

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Supply Chain Managament Platform

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Knowledge management for COVID-19

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Konvergensi & Orchestration

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Infrastruktur Data

Cloud

Data Analytic

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The process

Problem Discovery

Industrial problem

Community

Current Issues

scoping

scoping

scoping

scoping

scoping

scoping

Business & tech development

Business & Tech development

Business & tech development

Business & tech development

Business & tech development

Business case

Business case

Business case

Sources

Joint & Collaboration

Idea Dev

Business Dev

Incubation

Production

FGD, Industrial MeetUp

Expo

StartUp Dive

Apprentice Program

Incubation Program

Product & startup establishment

Technology Support & Facilities

Coding & Maker School

Product

Product

Product

Product

Publications

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Lego-ing

FGD, Industrial MeetUp

Expo

StartUp Dive

Apprentice Program

Incubation Program

Product & startup establishment

Technology Support & Facilities

Coding & Maker School

Publications

Industrial & Community Networking

Idea & Solution Gallery

StartUp and Product

Founder & Management

Talent

Product & StartUp

Lego-ing

EXIT

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After works

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How its works

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GamaBox Explorer – Data Management Platform

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System Development

  • Energy area
    • Oil and gas
    • Coal
    • EBT*

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Analytics

Production analytic

Well analytic

Map Potential analytic

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GamaBox-SandBox

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Data Sandbox

Dataset & data management

data analytic for data atrribut

data analytic for prediction and projection

dashboard and visualization

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Analytic�Approach

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Analytic Prediction & Dashboard

Analytic enginer – ML & DL

Notebook for coding

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Prototype - GamaBoxAnalytic

  • Big Data Analytic for oil and gas prediction dan production

SandBox Big Data Energy

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Data & Analytic Selection

Data Selection

Analytic Selection

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Analytic & Prediction Result

Analytic Score

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Knowledge management for COVID-19

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Akses ke http://covid19.gamabox.id

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Thank You

“Locally Rooted, Globally Respected”

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Thank You