UTN Data Systems (@utndatasystems) 's Twitter Profile
UTN Data Systems

@utndatasystems

The Data Systems Lab explores applications of AI to build next-gen data systems that are efficient and easy to use.

ID: 1763254456962224130

linkhttps://www.utn.de/en/departments/department-engineering/data-systems-lab/ calendar_today29-02-2024 17:26:57

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Andreas Kipf (@andreaskipf) 's Twitter Profile Photo

Excited to be at VLDB 2024 in Guangzhou this week! It’s my first time to China. Looking forward to catching up with you all. Our group UTN Data Systems will present one demo and one workshop paper 👇

Mihail Stoian (@mihail_sto) 's Twitter Profile Photo

Glad to announce that "DPconv: Super-Polynomially Faster Join Ordering" has been accepted to SIGMOD'25. TL;DR: Use fast subset convolution to boost DP-table construction time. 🚀 📎arxiv.org/pdf/2409.08013 ⌨️github.com/utndatasystems… Joint work w/ Andreas Kipf 🧵1/n

Glad to announce that "DPconv: Super-Polynomially Faster Join Ordering" has been accepted to SIGMOD'25.

TL;DR: Use fast subset convolution to boost DP-table construction time. 🚀

📎arxiv.org/pdf/2409.08013
⌨️github.com/utndatasystems…

Joint work w/ <a href="/andreaskipf/">Andreas Kipf</a>

🧵1/n
Mihail Stoian (@mihail_sto) 's Twitter Profile Photo

Are you a fan of Parquet and at #NeurIPS2024 tomorrow? Let's meet at our poster at Table Representation Learning @NeurIPS to see how you can reduce your Parquet file sizes by up to 40%. Virtual compresses tables via functions while ensuring fast column scans. ⏰ 2.30pm 📍East Meeting Room 11 & 12

Are you a fan of Parquet and at #NeurIPS2024 tomorrow? Let's meet at our poster at <a href="/TrlWorkshop/">Table Representation Learning @NeurIPS</a> to see how you can reduce your Parquet file sizes by up to 40%.

Virtual compresses tables via functions while ensuring fast column scans.

⏰  2.30pm
📍East Meeting Room 11 &amp; 12
Andreas Kipf (@andreaskipf) 's Twitter Profile Photo

This week, in the Data Engineering course of the AI & Robotics Master's program at Technische Universität Nürnberg, we had the pleasure of hosting Alex Hall from Firebolt for an insightful talk on optimizing SQL query performance through caching and reusing subresults in repetitive workloads.

This week, in the Data Engineering course of the AI &amp; Robotics Master's program at <a href="/utn_nuremberg/">Technische Universität Nürnberg</a>, we had the pleasure of hosting Alex Hall from <a href="/FireboltHQ/">Firebolt</a> for an insightful talk on optimizing SQL query performance through caching and reusing subresults in repetitive workloads.
Andreas Kipf (@andreaskipf) 's Twitter Profile Photo

Off to SIGMOD 2025 in Berlin! 🚄 Here’s our schedule: Today, 4:20 PM: 💡 Redbench: A Benchmark Reflecting Real Workloads (aiDM) Wed, 2:00 PM: 🏆 DPconv: Super-Polynomially Faster Join Ordering Thu, 2:30 PM: ❄️ Pruning in Snowflake: Working Smarter, Not Harder Come say hi! 👋

Andreas Kipf (@andreaskipf) 's Twitter Profile Photo

The Data Systems Lab is seeking a motivated PhD candidate to join our team and work on foundation models for data compression.