Unleashing the Power of AI and ML in the Cloud through a - PowerPoint PPT Presentation

Unleashing the Power of AI and ML in the Cloud through a Pay-per-Use Business Model Jin Zhang VP of Marketing, Algodone ENABLING SILICON-AS-A-SERVICE

Algodone at a Glance When/Where Founders Vision Technology Jérôme Rampon Founded in 2015 Silicon Enabling Activation Silicon-as-a- Gaël Paul Licensing HQ in Technology Service (SALT) TM Montpellier, Professor France Lionel Torres ENABLING SILICON-AS-A-SERVICE 2

Algodone Silicon-as-a-Service Portfolio SALT Trace SALT Config SALT Meter Traceability Flexible Protection Verifiability Configuration Metering Silicon Activation Licensing Technology (SALT TM ) ENABLING SILICON-AS-A-SERVICE 3

AI & ML Are the New Buzz Words In Comparison: IoT 65,000 Cybersecurity 136,000 Wally Rhines, CEO, Mentor Graphics, GSA US Executive Summit ENABLING SILICON-AS-A-SERVICE 4

The Good News Lots of Money and Opportunities in AI & ML Wally Rhines, CEO, Mentor Graphics, GSA US Executive Summit ENABLING SILICON-AS-A-SERVICE 5

Challenges: How to Stand Out? Is Technology Alone A Sufficient Differentiator? ENABLING SILICON-AS-A-SERVICE 6

Challenges: How to Justify ROI? 2008 to 2018 FACTS PROBLEM Technology node geometry / 13 Development Cost x 18 Processing power x 50 ($35M at 65nm vs $600M at 5nm) Power efficiency x 17 Sources : press article, Moore or Less? - Accenture report 2017 7 ENABLING SILICON-AS-A-SERVICE

Differentiate through Business Model Re-invent Silicon Monetization Unleashing the Power of AI and ML in the Cloud through a Pay-per-Use Business Model ENABLING SILICON-AS-A-SERVICE 8

Today We Live in the Cloud • Friends & family • Work • Information • Resources • Entertainment • Pictures • Apps • Schedule • … ENABLING SILICON-AS-A-SERVICE 9

Cloud Delivers as-a-Service (aaS) Experience ENABLING SILICON-AS-A-SERVICE 10

Applications Computer Vision/Disease Diagnosis/Autonomous Driving/Smart City /Robotics /Environment/Education …… Framework Infrastructure Silicon: CPU, GPU, TPU,FPGA ENABLING SILICON-AS-A-SERVICE 11

Google: Leader in AI Chip Silicon-as-a-Service ENABLING SILICON-AS-A-SERVICE 12

Silicon-as-a-Service Brings Huge Value (from ownership to usage) Google TPU v3 AWS F1 Artificial Intelligence Device Xilinx FPGA Processor Unit Silicon Price $1,200 $800 (Estimated) As-a-Service Revenue $210,000 $43,000 (3 years) (Source Google Price list) (Source AWS Price list) 175x 54x Return on Investment ENABLING SILICON-AS-A-SERVICE 13

AI Applications: Software as a Service Computer Vision/Disease Diagnosis/Autonomous Driving/Smart City /Robotics /Environment/Education …… AI Framework: Platform as a Service The Cloud: Infrastructure as a Service CPU, GPU, TPU, DPU,FPGA: Silicon as a Service ENABLING SILICON-AS-A-SERVICE 14

Silicon-as-a-Service Requirements Meter not simply on time, but all metrics, such as: • data/video/event processed Protection of Pay-per-Use • gates simulated • … Shared IP Metering ENABLING SILICON-AS-A-SERVICE 15

SALT: End-to-End Chip to Cloud Solution On Chip In Cloud • Protection • Configuration Silicon License • Activation • Metering Smart Lock IP: Secure License Server In Silicon or with Embedded Software ENABLING SILICON-AS-A-SERVICE 16

SALT Meter: Cloud-to-Chip Secure Provisioning Activation 1 Licenses Device ID SALT™ 2 Encrypted licenses Metered Chip 3 Encrypted Metered Data Crypted Meter/Counter container SALT™ Licenses Server Secure Communication from cloud license server to individual device ENABLING SILICON-AS-A-SERVICE 17

Silicon-as-a-Service Opportunities in AI & ML What Why AI-specific silicon Not every company can afford to develop their own AI silicon or buy AI chip AI acceleration on FPGA in the cloud CPU based implementation does not satisfy performance requirements AI framework for specific domain Open source AI framework may not work well for all AI applications AI Algorithms, pre-trained models, training AI can be applied to diverse applications with different training data data, applications sets, pre-trained modules for people who just want to use AI not develop AI applications Unleash the Power of AI & ML in the cloud through pay-per-use ENABLING SILICON-AS-A-SERVICE 18

SALT Meter: Reinvent Silicon Monetization for AI Data Algorithms Frameworks Silicon SALT™ Revenue Sharing from Applications to Silicon ENABLING SILICON-AS-A-SERVICE 19

ALGODONE Your Silicon-as-a-Service Partner www.algodone.com ENABLING SILICON-AS-A-SERVICE