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Cloud HPC & Digital Twin
Oct 21, 2016@JAWS Festa Tokaido 2016Hiroshi Kobayashi
Who Am I?
• Name : ⼩林広志• Organization :
• JAWS-UG HPC専⾨⽀部• AWS/HPC Operation Admin@a storage company
• Favorite Services• AWSCLI• SpotInstance• CfnCluster
Digital Twin
• ある現象に対するデータを収集し、アルゴリズムを構築して計算モデルを作成する。様々な条件で計算モデルを解き、将来予測に役⽴てるというコンセプト
• 例えば。。。• ジェットエンジンの超精密計算モデルによる故障予測• F1レースのリアルタイム戦略最適化• ⼼理学モデルによるECサイトのリコメンデーション最適化
Digital Twin (cont.)
• Digital Twin x IoT x HPC = Burst Computing!!!
Field Data
Design/Model Feedback
Prediction
Various Conditions
DetailModel
Virtual/Digital Physical
Burst Computing on OnPremise
OnPremise HPC• High Scalability
• Fixed Resource• Tough Operation
• Huge Initial Cost
Never Ending Job!
Operation Bursting!
Burst Computing on AWS
• Scaling Out : 0core à 50k cores
HPC on AWS• Good Scalability
• Elastic Resource• Less Operation
• Pay Per Use
Burst Computing is required everywhere!• Accelerate the cycle of innovation
• Burst Computing is required for NOT Only Enterprise Company, But also Start-Ups and University Labs
• Eco-System for Cloud HPC is almost ready now• CycleComputing : https://cyclecomputing.com/
• Rescale : http://www.rescale.com/
• CfnCluster : https://aws.amazon.com/jp/hpc/resources/
• awsmarketplace : https://aws.amazon.com/marketplace/b/2649340011/ref=hpc-applications?page=1&category=2649340011AW
• Simulation Apps : OSS & Commercial
Use Cases
u Honda Motor : Honda’s HPC on AWS Journey
u Western Digital : Cost Effective HPC on AWS
u Novartis : Novartis Uses AWS to Conduct 39 Years of Computational Chemistry In 9 Hours
u Biogen : ResearchCloud: CfnCluster and Internet2 for Enterprise HPC
Let’s Dive into AWS Cloud Together!!!
facebook : https://www.facebook.com/jawsughpc/connpass : http://jawsug-hpc.connpass.com/
Next event is planned after re:Invent! Don’t miss it!