Matthias Boehm (@matthiasboehm7) 's Twitter Profile
Matthias Boehm

@matthiasboehm7

Prof at TU Berlin and BIFOLD; research on ML systems and data management. @matthiasboehm7.bsky.social

ID: 1134162738312286208

linkhttps://mboehm7.github.io/ calendar_today30-05-2019 18:20:43

2,2K Tweet

1,1K Followers

594 Following

Andrew Lamb (@andrewlamb1111) 's Twitter Profile Photo

It is a common misconception that Parquet requires (slow) reparsing metadata and is limited to built in indexing structures. Using External Indexes, Metadata Stores, Catalogs and Caches to Accelerate Queries on Apache Parquet with ApacheDataFusion datafusion.apache.org/blog/2025/08/1…

It is a common misconception that Parquet requires (slow) reparsing metadata and is limited to built in indexing structures. 

Using External Indexes, Metadata Stores, Catalogs and Caches to Accelerate Queries on <a href="/ApacheParquet/">Apache Parquet</a>  with   <a href="/ApacheDataFusio/">ApacheDataFusion</a> 

datafusion.apache.org/blog/2025/08/1…
Sourav S Bhowmick (@rockinsourav) 's Twitter Profile Photo

CLOSET has been free for the past 5 years-thank you all for your support, especially the DB venues! To help cover hardware costs and a bit of my time, it is now transitioning to a paid service model. #SIGMOD #VLDB #EDBT #ICDE

vLLM (@vllm_project) 's Twitter Profile Photo

🚀 Amazing community project! vLLM CLI — a command-line tool for serving LLMs with vLLM: ✅ Interactive menu-driven UI & scripting-friendly CLI ✅ Local + HuggingFace Hub model management ✅ Config profiles for perf/memory tuning ✅ Real-time server & GPU monitoring ✅ Error

🚀 Amazing community project!

vLLM CLI — a command-line tool for serving LLMs with vLLM:
✅ Interactive menu-driven UI &amp; scripting-friendly CLI
✅ Local + HuggingFace Hub model management
✅ Config profiles for perf/memory tuning
✅ Real-time server &amp; GPU monitoring
✅ Error
VLDB 2025 🇬🇧 (@vldbconf) 's Twitter Profile Photo

🎉 The #VLDB2025 conference program is now live! Explore the full schedule of keynotes, research sessions, tutorials, and workshops on the official website: vldb.org/2025/?program-…. Discover the latest research in data management and AI-powered systems. 📅 Sep 1–5

🎉 The #VLDB2025 conference program is now live!
Explore the full schedule of keynotes, research sessions, tutorials, and workshops on the official website: vldb.org/2025/?program-…. Discover the latest research in data management and AI-powered systems. 📅 Sep 1–5
Haralampos Gavriilidis (@harrygavr) 's Twitter Profile Photo

🚀What do data transfer and space missions have in common? A lot of parameters you need to tune in complex environments! 👉At #VLDB2025 we will showcase Enter the Warp, an interactive game that turns data transfer into a space mission using XDBC, our work presented at #SIGMOD2025

🚀What do data transfer and space missions have in common?
A lot of parameters you need to tune in complex environments!
👉At #VLDB2025 we will showcase Enter the Warp, an interactive game that turns data transfer into a space mission using XDBC, our work presented at #SIGMOD2025
Konrad Rieck 🌈 (@mlsec) 's Twitter Profile Photo

📣 Researchers in AI security, privacy & fairness: It's time to share your latest work! The SaTML 2026 submission site is live 👉 hotcrp.satml.org 🗓️ Deadline: Sept 24, 2025 SaTML Conference

Manolis Kellis (@manoliskellis) 's Twitter Profile Photo

MIT Course announcement: Machine Learning for Computational Biology #MLCB25 Fall'24 Lecture Videos: tinyurl.com/MLCBlectures Fall'24 Lecture Notes: tinyurl.com/MLCB24notes (a) Genomes: Statistical genomics, gene regulation, genome language models, chromatin structure, 3D genome

MIT Course announcement: Machine Learning for Computational Biology #MLCB25
Fall'24 Lecture Videos: tinyurl.com/MLCBlectures
Fall'24 Lecture Notes: tinyurl.com/MLCB24notes
(a) Genomes: Statistical genomics, gene regulation, genome language models, chromatin structure, 3D genome
Jure Leskovec (@jure) 's Twitter Profile Photo

Teaching in the age of AI has brought challenges I never expected—even leading my students and I back to paper exams. 📄✏️ Fortune just published a thoughtful piece on how we’re navigating the role of humans and machines in education, research, and beyond. You can read it here:

François Chollet (@fchollet) 's Twitter Profile Photo

To solve any problem, you don't have to be super smart. You just have to 1) be able to break down problems into subproblems, 2) be slightly smarter than the hardest of the atomic subproblems. The real challenge is that the process can take a very long time.

Konrad Rieck 🌈 (@mlsec) 's Twitter Profile Photo

Got some hot research cooking? 🔥 The SaTML Conference paper deadline is just 9 days away. We are looking forward to your work on security, privacy, and fairness in machine learning. 👉 satml.org/call-for-paper… ⏰ Sep 24

Got some hot research cooking? 🔥

The <a href="/satml_conf/">SaTML Conference</a> paper deadline is just 9 days away. We are looking forward to your work on security, privacy, and fairness in machine learning.

👉 satml.org/call-for-paper…
⏰ Sep 24
Dan Alistarh (@dalistarh) 's Twitter Profile Photo

We're releasing the DASLab GGUF Quantization Toolkit! 🚀 First open-source toolkit bringing GPTQ + EvoPress to Georgi Gerganov's GGUF format, enabling heterogeneous quantization based on importance. Result: Better models at the same file size. [1/5]

We're releasing the DASLab GGUF Quantization Toolkit! 🚀
First open-source toolkit bringing GPTQ + EvoPress to <a href="/ggerganov/">Georgi Gerganov</a>'s GGUF format, enabling heterogeneous quantization based on importance.
Result: Better models at the same file size. 
[1/5]
ACM SIGMOD (@sigmod) 's Twitter Profile Photo

Dear Database Researchers, We are now seeking nominations from the database community for the 2025 Research Highlights. Check the following msg for details: listserv.acm.org/SCRIPTS/WA-ACM…

Matthias Boehm (@matthiasboehm7) 's Twitter Profile Photo

Congratulations Stefan Grafberger on the successful PhD defense at UvA Amsterdam. 🎆 It was an extraordinary experience being on the committee and attending the event. All the best for the start at Snowflake.

Congratulations <a href="/SGrafberger/">Stefan Grafberger</a> on the successful PhD defense at <a href="/UvA_Amsterdam/">UvA Amsterdam</a>. 🎆 It was an extraordinary experience being on the committee and attending the event. All the best for the start at <a href="/Snowflake/">Snowflake</a>.
vLLM (@vllm_project) 's Twitter Profile Photo

How does DeepSeek Sparse Attention (DSA) work? It has 2 components: the Lightning Indexer and Sparse Multi-Latent Attention (MLA). The indexer keeps a small key cache of 128 per token (vs. 512 for MLA). It scores incoming queries. The top-2048 tokens to pass to Sparse MLA.

How does <a href="/deepseek_ai/">DeepSeek</a> Sparse Attention (DSA) work? 

It has 2 components: the Lightning Indexer and Sparse Multi-Latent Attention (MLA). The indexer keeps a small key cache of 128 per token (vs. 512 for MLA). It scores incoming queries. The top-2048 tokens to pass to Sparse MLA.