Shiva Amiri, Chief Product Officer, RTDS Inc. @ MLconf SEA

on YouTube ↗17m

" summary

RTDS presents SymetryML, a distributed GPU predictive analytics engine (v3.5) claiming zero latency machine learning via a compact in-memory representation, incremental/decremental updates, and RESTful APIs plus a Web UI. It builds thousands of models under a second on streaming, infinite-row datasets, uses NVIDIA GPUs with FPGA ports planned, and targets bioinformatics, EEG, finance and IoT. v4.0 moves to Apache Spark for full parallelism; seeking beta testers and integration partners.

AI-written summary · about

" chapters (16)

1. 0:00Introduction
2. 1:03History of RTDS
3. 2:34Trends
4. 3:19Market Opportunity
5. 4:02Verticals
6. 5:01Brain disorders
7. 6:21Questions
8. 7:25IBM slide
9. 7:50What has RTDS built
10. 9:06Challenges
11. 10:37Flow of technology
12. 11:35Key features
13. 12:38Core functionality
14. 13:15User interface
15. 13:44Models
16. 14:38Where are you

" related talks

• 27mDataEngBytes 2023 - SYD-T1-10 - Kanishka MohaiaKanishka Mohaia · DataEngBytes Sydney 2023
• 05mDriving the On-Demand Economy with Predictive AnalyticsEric Frenkiel · Strata + Hadoop World 2016 - San Jose, California
• 26mShiva Amiri, CEO, BioSymetrics at MLconf Seattle 2017Shiva Amiri · MLconf Seattle 2017
• 24mMatei Zaharia, Databricks | Databricks Data + AI Summit 2023Matei Zaharia · Databricks Data + AI Summit 2023
• 14mTony Baer, dbinsight & Doug Henschen, Constellation Research | Databricks Data + AI Summit 2023Tony Baer, Doug Henschen · Databricks Data + AI Summit 2023
• 38mRAPIDS- Open Source GPU Data ScienceBrad Rees · PyData Los Angeles 2019
• 01h 03mScaling up machine learning without tears (and what do programming languages ha...Dimitrios Vytiniotis · OOPSLA 2023
• 33mBuilding smarter ML and AI models and making them more accurateDavid Akka · DSC Croatia 2022