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Uploaded byHiroshi Kobayashi
Jawsug hpc@jaws festa2016
The document discusses digital twins, burst computing, and cloud HPC. It provides examples of how digital twins use detailed models and real-time data to enable failure prediction, optimization, and future forecasting. Burst computing is described as using elastic cloud resources to handle temporary spikes in computing needs for tasks like digital twin simulations. Several use cases are mentioned where companies are using AWS cloud HPC resources on a pay-per-use basis to flexibly handle burst computing needs like large-scale simulations. The presentation encourages further collaboration on leveraging cloud HPC technologies.
Jawsug hpc@jaws festa2016
- 1. Cloud HPC & DigitalTwin Oct 21, 2016@JAWS Festa Tokaido 2016 Hiroshi Kobayashi
- 2. 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
- 3. 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
- 4. Digital Twin (cont.) •Digital Twin x IoT x HPC = Burst Computing!!! Field Data Design/Model Feedback Prediction Various Conditions Detail Model Virtual/Digital Physical
- 5. Burst Computing onOnPremise OnPremise HPC • High Scalability • Fixed Resource • Tough Operation • Huge Initial Cost Never Ending Job! Operation Bursting!
- 6. Burst Computing onAWS • Scaling Out : 0core à 50k cores HPC on AWS • Good Scalability • Elastic Resource • Less Operation • Pay Per Use
- 15. Burst Computing isrequired 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
- 16. Use Cases u HondaMotor : 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
- 17. Let’s Dive intoAWS 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!