Sam Arch 🇦🇺 retweeted
🧵Congrats to the #VLDB2025 award winners at @VLDBconf (London)! 🏆
• Best research papers: “Diva” (@niv_dayan @UofT + @KTHuniversity) & “AnyBlox” (@JanaGiceva @tum_db)
• Runner-up: “The Key to Effective UDF Optimization” by @CMUDB @andy_pavlo @pateljm
• Best research papers: “Diva” (@niv_dayan @UofT + @KTHuniversity) & “AnyBlox” (@JanaGiceva @tum_db)
• Runner-up: “The Key to Effective UDF Optimization” by @CMUDB @andy_pavlo @pateljm
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Sam Arch 🇦🇺 retweeted
The latest paper from the #1 CMU-DB PhD student @SamArchDB's is wild compilation DB magic! He automatically makes UDFs run 300x faster on @SQLServer and 1.3x faster on @duckdb.
Code: github.com/SamArch27/PRISM
Paper: vldb.org/pvldb/vol18/p1…
Code: github.com/SamArch27/PRISM
Paper: vldb.org/pvldb/vol18/p1…
Vol:18 No:1 → The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining vldb.org/pvldb/vol18/p1…
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Sam Arch 🇦🇺 retweeted
Vol:18 No:1 → The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining vldb.org/pvldb/vol18/p1…
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The UDF world tour continues. This week, I'm stopping at UW Madison, Microsoft's Gray Systems Lab, and The University of Washington. See you all there.
10/24 @wiscdb
10/25 @GraySystemsLab
10/25 @uw_db
10/24 @wiscdb
10/25 @GraySystemsLab
10/25 @uw_db
I am flying to the Bay Area to give talks about my new VLDB 2025 paper on UDFs with @andy_pavlo and @pateljm. With our new technique (UDF outlining), queries run up to 1000× faster than FROID. The paper will drop soon.
9/10 @databricks
9/11 @UCBerkeley
9/12 #HTAPSummit2024
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I am flying to the Bay Area to give talks about my new VLDB 2025 paper on UDFs with @andy_pavlo and @pateljm. With our new technique (UDF outlining), queries run up to 1000× faster than FROID. The paper will drop soon.
9/10 @databricks
9/11 @UCBerkeley
9/12 #HTAPSummit2024
9/10 @databricks
9/11 @UCBerkeley
9/12 #HTAPSummit2024
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Sam Arch 🇦🇺 retweeted
VLDB'24 Paper #1: Collecting training data for ML models with DBs is $$$/slow. @wanshenl's Boot framework uses @PostgreSQL extensions to cutoff redundant queries. Offline training goes from weeks to hours!
• Code: github.com/lmwnshn/boot
• Paper: x.com/pvldb/status/1…
• Code: github.com/lmwnshn/boot
• Paper: x.com/pvldb/status/1…
Vol:17 No:11 → Hit the Gym: Accelerating Query Execution to Efficiently Bootstrap Behavior Models for Self-Driving Database Management Systems vldb.org/pvldb/vol17/p3…
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Sam Arch 🇦🇺 retweeted
Video of @SamArchDB 's talk from NYC Systems August 2024 is now up!
Dear UDFs, I Broke Up With You, But Now I'm Ready To Give You A Second Chance. Will You Take Me Back? Sincerely, SQL
youtube.com/watch?v=XMIEkn…
Dear UDFs, I Broke Up With You, But Now I'm Ready To Give You A Second Chance. Will You Take Me Back? Sincerely, SQL
youtube.com/watch?v=XMIEkn…
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Sam Arch 🇦🇺 retweeted
🇦🇺s incoming
The next NYC Systems talks are Thursday August 15th. Very pleased to have @jonobelotti_IO of @modal_labs speaking about serverless cold starts, and @SamArchDB of @CMUDB speaking about SQL UDFs!
nycsystems.xyz/august-2024.ht…
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Sam Arch 🇦🇺 retweeted
We have three more bombs dropping this month from @lmwnshn + @SamArchDB + William Zhang. @abigale_kim just submitted her VLDB paper last week too. It's going to be a blow out year.
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Sam Arch 🇦🇺 retweeted
It took three years to finish, but our follow-up to the 2006 "What Goes Around Comes Around" is finally out! Stonebraker and I examine the last 20 years in databases and discuss why relational databases + SQL will continue to remain on top.
📄PDF: db.cs.cmu.edu/papers/2024/wh…
📄PDF: db.cs.cmu.edu/papers/2024/wh…
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Sam Arch 🇦🇺 retweeted
We are proud to release the first major version of DuckDB, v1.0.0, codenamed "Snow Duck".
This version is a culmination of almost six years of research and development. Today we are shipping an innovative database system with a backwards-compatible storage format.
Check out our duckdb.org/2024/06/03/ann…
This version is a culmination of almost six years of research and development. Today we are shipping an innovative database system with a backwards-compatible storage format.
Check out our duckdb.org/2024/06/03/ann…
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Sam Arch 🇦🇺 retweeted
Here is a short video from my recent interview with @SCSatCMU's media team on the one year anniversary of the infamous @Jeopardy "matrix" scandal: instagram.com/reel/C6Y5SCPrF…
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Sam Arch 🇦🇺 retweeted
I am excited to announce that I will start my PhD in database systems at @wiscdb and work with @xiangyao_yu beginning Fall 2024! I'm super grateful to everyone who has supported me along the way :)
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Sam Arch 🇦🇺 retweeted
My #1 PhD student @Butro successfully completed his PhD defense. Thanks to the committee (@pateljm @justinesherry @samrmadden). Matt's thesis is on accelerating databases with eBPF (telemetry, proxies, OLTP stores).
You have 60 days to hire him. Expect fierce competition.
You have 60 days to hire him. Expect fierce competition.
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