🚨 Folks at #VLDB2026 ! 🚨
Do not miss the DASHSys Workshop.
Data systems + agents + humans: the combo that will make or break enterprise ROI promises of modern AI. 💸
Is a new utopia nigh or is it a house of cards?
I'll moderate a fun panel discussion on this topic. 😈
👲 Designer: I got an interactive viz interface—brushing, sliders, clicks, etc. I want brushing & sliding to respond in 20ms. Clicks? Just “ok” fast.
⁉️How?
🌟Our @SIGMODConfpaper shows how Physical Visualization Design auto-generates the system backend for you!
#SIGMOD2025
Today's "DeepSeek selloff" in the stock market -- attributed to DeepSeek V3/R1 disrupting the tech ecosystem -- is another sign that the application layer is a great place to be. The foundation model layer being hyper-competitive is great for people building applications.
🚨 Career Opportunities! 🚨
My GenAI team in Adobe Experience Cloud is fast growing. We are looking for experienced leaders, engineers and applied scientists to join me to build exciting high profile products such as AI Assistant in Adobe Experience Platform (https://t.co/s374IuGHNA). We are working on wide range of challenging problems natural language processing, information retrieval, machine learning, and AI for data management.
If you have the right background (see the job postings for details) and are interested, please apply directly via the links shared. We are actively screening all resumes and interviewing suitable candidates.
NOTE: All roles are San Jose, California only. Due to the overwhelming interest, apologies in advance that I will not be able to respond to individual inquiries.
🌟Sr. Machine Learning Engineering Manager (2+ YoE as an MLE manager)
🔗https://t.co/TSzjO17iHs
🌟Sr. Software Engineering Manager (2+ YoE as an engineering manager)
🔗https://t.co/wKb2xxeLan
🌟Applied scientists (2+ YoE post-PhD)
🔗 https://t.co/juWaETm2T1
🌟Software Engineer (3+ YoE)
🔗https://t.co/2uGxTnIvNR
🌟Sr. Software (5+ YoE)
🔗 https://t.co/rwYVLyYEon
New SIGMOD blog post: "Where does database research go from here?" where I examine the academic database research community from the lens of market competition and ask " what is our competitive advantage?"
https://t.co/7oKwyN3ljy
LLMs have made exciting progress on hard tasks! But they still struggle to analyze complex, unstructured documents (including today's Gemini 1.5 Pro 002).
We (UC Berkeley) built 📜DocETL, an open-source, low-code system for LLM-powered data processing: https://t.co/VmJ1zyre6m
Still optimizing throughput for LLM Serving?
Think again: Goodput might be a better choice!
Splitting prefill from decode to different GPUs yields
- up to 4.48x goodput
- up to 10.2x stricter latency criteria
Blog: https://t.co/pVNpYbR7Qq
Paper: https://t.co/n47rFkMZS0
I just realized I forgot to share some exciting news(out of date😆) : Our interface generation tool, Pi2, went open source a year ago! 🎉 Feel free to give it a try and generate interface from sql/natural language queries!
github: https://t.co/WqDAKldxPZ
https://t.co/M8kRYscUCh