Upgrade to Pro — share decks privately, control downloads, hide ads and more …

From Raw to insight: Taming Streams of IoT Data

Avatar for Arkar Min Aung Arkar Min Aung
September 24, 2016
Technology
0
84

From Raw to insight: Taming Streams of IoT Data

Demo and techniques of creating insights from large amount of raw data

Avatar for Arkar Min Aung

Arkar Min Aung

September 24, 2016
Tweet

More Decks by Arkar Min Aung

See All by Arkar Min Aung
Open Education Platform
Avatar for Arkar Min Aung arkaung
0
35
My First Experience With Functional Programming
Avatar for Arkar Min Aung arkaung
0
110

Other Decks in Technology

See All in Technology
ヘンリー会社紹介資料（エンジニア向け） / company deck for engineer
Avatar for Henry, Inc. henryofficial
0
420
戦えるAIエージェントの作り方
Avatar for Takuya Akiba iwiwi
2
810
OpenCensusと歩んだ7年間
Avatar for Atsushi Tanaka bgpat
0
180
[re:Inent2025事前勉強会(有志で開催)] re:Inventで見つけた人生をちょっと変えるコツ
Avatar for sh_fk2 sh_fk2
1
940
GPUをつかってベクトル検索を 扱う手法のお話し ~NVIDIA cuVSとCAGRA~
Avatar for fshuhe fshuhe
0
220
DMMの検索システムをSolrからElasticCloudに移行した話
Avatar for 小山凌太 hmaa_ryo
0
230
Behind Postgres 18: The People, the Code, & the Invisible Work | Claire Giordano | PGConfEU 2025
Avatar for Claire Giordano clairegiordano
0
150
様々なファイルシステム
Avatar for Satoru Takeuchi sat
PRO
0
260
オブザーバビリティと育てた ID管理・認証認可基盤の歩み / The Journey of an ID Management, Authentication, and Authorization Platform Nurtured with Observability
Avatar for 株式会社カミナシ kaminashi
2
1.2k
GraphRAG グラフDBを使ったLLM生成（自作漫画DBを用いた具体例を用いて）
Avatar for sea-turt1e seaturt1e
1
160
20251029_Cursor Meetup Tokyo ＃02_MK_「あなたのAI、私のシェル」 - プロンプトインジェクションによるエージェントのハイジャック
Avatar for Masayuki Kawakita mk0721
PRO
5
1.9k
入院医療費算定業務をAIで支援する：包括医療費支払い制度とDPCコーディング (公開版)
Avatar for Takashi Nishibayashi hagino3000
0
120

Featured

See All Featured
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
Building Applications with DynamoDB
Avatar for Matt Wood mza
96
6.7k
Easily Structure & Communicate Ideas using Wireframe
Avatar for Afnizar Nur Ghifari afnizarnur
194
16k
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
21
1.2k
Optimizing for Happiness
Avatar for Tom Preston-Werner mojombo
379
70k
A Modern Web Designer's Workflow
Avatar for Chris Coyier chriscoyier
697
190k
Java REST API Framework Comparison - PWX 2021
Avatar for Matt Raible mraible
34
8.9k
We Have a Design System, Now What?
Avatar for Morgane Peng morganepeng
53
7.8k
Automating Front-end Workflow
Avatar for Addy Osmani addyosmani
1371
200k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
Avatar for Stéphanie Walter stephaniewalter
285
14k
Scaling GitHub
Avatar for Zach Holman holman
463
140k
Code Review Best Practice
Avatar for Trisha Gee trishagee
72
19k

Transcript

  1. FROM RAW TO INSIGHTS TAMING STREAMS OF IOT DATA

  2. SENSORS & ACTUATORS INTERNET OF THINGS

  3. None

  4. RAW DATA IOT DEVICES WILL PRODUCE A LOT OF

  5. RAW DATA ‣ Comes in small packets ‣ Unstructured ‣

    Needs to be cleaned ‣ Numerous

  6. INFLUX OF RAW DATA

  7. PARSE, PERSIST AND PRESENT TAMING RAW DATA

  8. INSIGHTS WE CAN GET BY

  9. VISUALIZING

  10. VISUALIZING VEHICLE ACTIVITY ON DRVR PORTAL

  11. MACHINE LEARNING

  12. SUPERVISED LEARNING

  13. YOU CAN MAKE PREDICTIONS FROM COLLECTED DATA

  14. UNSUPERVISED LEARNING

  15. CLUSTERING DATA SETS CAN PROVIDE YOU INSIGHTS

  16. START SMALL AND GROW

  17. THANKS FOLKS! I AM ARKAR