将质量控制引入传统高性能计算生态系统的策略.pdf

1、www.HyperionRwww.HyperionRA Strategy for Introducing QC into the Classical HPC EcosystemBob SorensenChief Analyst for Quantum ComputingHyperion Research Holdings,LLC 2Setting the Scene:HPC TodayWhat a Mess Hyperion Research 2026 The Classical HPC Sector Today Hyperion Research 2026 3But Computationa

2、l Limitations Are Only Half the Story Cost at the highest end of compute continue to climb Recent high-end systems cost upwards of US$600 million Power requirements are increasingly becoming an integral element of TCO 25 megawatts or more for a high-end system Rule of thumb:US$1.5 million/megawatt/y

3、ear=1.5 X 25 X 5=US$187 million total utility cost(not counting resulting cooling requirements)Spate of new workloads complicate HPC design and operations Modeling/simulation,big data analysis,AI Each with(sometimes spectacularly)varying system hardware and software requirements Resulting in growing

4、 architectural options CPU-only,GPU-centric,memory-centric,storage-centric On-prem,cloud,hybrid,continuum,real-time,distributed Driving new architectural paradigms Cloud,AI,analog,optical,dataflow,and quantum Hyperion Research 2026 45QC From the HPC End User perspective Hyperion Research 2026 Primar

5、y End User Motivations from QC Hyperion Research 2026 6New algorithms and future classical performance concerns lead N=115,Select all that apply Implement new algorithms and address concerns with future classical performance selected by majority of respondents N.b.Classical developments could impact

6、 QC uptake An average of 3.3 options selected per respondent Many are still exploring for the sake of explorationOne in four are looking at real-time compute opportunitiesReduce overall compute systems cost:2023 Survey:9.0%2025 Survey:23.5%Reduce power/cooling costs2023 Survey:17.3%2025 Survey:14.8%