Insight certainty 4/5 debate potential 3/5

Freedman: New data workloads do not require new database architectures

Mike Freedman · Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC · Sep 25, 2024 · at 15:24

Mike Freedman, CTO of Timescale, outlines his core thesis on database evolution during a presentation at Data Driven NYC.

0:00 / 0:03exact quote · 3.1s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“A new data workload does not require new database architecture.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from Mike Freedman

Assertion Not checkable as stated
Freedman: Timescale outperforms vanilla Postgres, InfluxDB, and AWS Timestream
“In fact, not only is Timescale a better database for time series than vanilla Postgres, including compared to both Amazon's RDS and Aurora, but it is also better than custom-built proprietary time series databases like InfluxDB and AWS Timestream, even with th…”
Mike Freedman Sep 25, 2024 ▶ 6:08 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Assertion Supported
Freedman: pgvectorscale is 28 times faster than Pinecone for high recall
“Compared to one of the leading vector-only databases, Pinecone, a PG vector scale is 28 times faster for a high recall scenario.”
Mike Freedman Sep 25, 2024 ▶ 9:56 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Assertion Supported
Freedman: pgvectorscale on AWS is 75% cheaper than Pinecone
“The monthly costs of running such a PG vector scale deployment on AWS is 75% less expensive than PyIncome.”
Mike Freedman Sep 25, 2024 ▶ 10:22 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Assertion Not checkable as stated
Freedman: Nobody runs RAG applications at hundreds of thousands of RPS
“Nobody is taking rag apps to that scale today.”
Mike Freedman Sep 25, 2024 ▶ 20:00 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Assertion Supported
Freedman: Amazon Redshift is a fork of PostgreSQL 8
“Amazon Redshift is actually a fork of Postgres eight.”
Mike Freedman Sep 25, 2024 ▶ 16:31 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Disclosure
Freedman: Timescale's insights service ingests 800 billion records daily
“That insights product is actually backed by a timescale service, much the same as any of our customer could do, that has more than a petabyte of data and currently is ingesting, I think last week I saw, eight hundred billion records a day.”
Mike Freedman Sep 25, 2024 ▶ 25:22 Turbocharging Postgres for Time Series & Vectors — Timescale CTO Mike Freedman | Data Driven NYC
Made with StarZero

Turn any episode into a week of clips.

This entire site, over 400 conversations transcribed, diarized, checked and made playable, runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the moments worth sharing, cuts them, captions them, and reframes them for every feed.