Bailu Ding
@bailuding.bsky.social
Principal Researcher at Microsoft Research
For the first time, we show that GPU-accelerated database systems can be both faster AND cheaper than their CPU counterparts, with a proof-of-concept on Microsoft SQL Server in Azure running TPC-H 1TB with a single A100/H100! Check out our VLDB'25 paper (www.vldb.org/pvldb/vol18/...) for details!
August 31, 2025 at 9:47 PM
For the first time, we show that GPU-accelerated database systems can be both faster AND cheaper than their CPU counterparts, with a proof-of-concept on Microsoft SQL Server in Azure running TPC-H 1TB with a single A100/H100! Check out our VLDB'25 paper (www.vldb.org/pvldb/vol18/...) for details!
Recently I was invited to give a talk on Extensible Query Optimizers in Practice for the NWDS talk series at Univerisity of Washtington. The talk provides an overview of basics for query optimization and search in Volcano/Cascades frameworks. The video is here: youtu.be/GQsoNdvFbuo?... #database #uw
Overview of Extensible Query Optimizers in Practice
YouTube video by Bailu Ding
youtu.be
April 29, 2025 at 2:18 AM
Recently I was invited to give a talk on Extensible Query Optimizers in Practice for the NWDS talk series at Univerisity of Washtington. The talk provides an overview of basics for query optimization and search in Volcano/Cascades frameworks. The video is here: youtu.be/GQsoNdvFbuo?... #database #uw
We will be presenting our work on Retrieval with Learned Similarities at WWW 2025 tomorrow! Come to our session and check out our poster this Friday afternoon as well! @lunarmony.bsky.social #www2025 #thewebconf2025 #recsys #vectorsearch
April 29, 2025 at 2:05 AM
We will be presenting our work on Retrieval with Learned Similarities at WWW 2025 tomorrow! Come to our session and check out our poster this Friday afternoon as well! @lunarmony.bsky.social #www2025 #thewebconf2025 #recsys #vectorsearch
Excited to share our recent work is accepted as an oral paper at WWW’25! We show both the theoretical expressiveness of Mixture-of-Logits and its empirical superiority on retrieval tasks. Our work opens up new research opportunities on vector search. Check out our repo at github.com/bailuding/ra...
February 3, 2025 at 6:29 PM
Excited to share our recent work is accepted as an oral paper at WWW’25! We show both the theoretical expressiveness of Mixture-of-Logits and its empirical superiority on retrieval tasks. Our work opens up new research opportunities on vector search. Check out our repo at github.com/bailuding/ra...