Alert button
Picture for Tim Kraska

Tim Kraska

Alert button

Steve

Extract-Transform-Load for Video Streams

Oct 07, 2023
Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Samuel Madden

Viaarxiv icon

SEED: Simple, Efficient, and Effective Data Management via Large Language Models

Oct 01, 2023
Zui CHen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael Cafarella, Tim Kraska

Viaarxiv icon

FactorJoin: A New Cardinality Estimation Framework for Join Queries

Dec 11, 2022
Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden

Figure 1 for FactorJoin: A New Cardinality Estimation Framework for Join Queries
Figure 2 for FactorJoin: A New Cardinality Estimation Framework for Join Queries
Figure 3 for FactorJoin: A New Cardinality Estimation Framework for Join Queries
Figure 4 for FactorJoin: A New Cardinality Estimation Framework for Join Queries
Viaarxiv icon

LSI: A Learned Secondary Index Structure

May 11, 2022
Andreas Kipf, Dominik Horn, Pascal Pfeil, Ryan Marcus, Tim Kraska

Figure 1 for LSI: A Learned Secondary Index Structure
Figure 2 for LSI: A Learned Secondary Index Structure
Figure 3 for LSI: A Learned Secondary Index Structure
Figure 4 for LSI: A Learned Secondary Index Structure
Viaarxiv icon

Bounding the Last Mile: Efficient Learned String Indexing

Nov 29, 2021
Benjamin Spector, Andreas Kipf, Kapil Vaidya, Chi Wang, Umar Farooq Minhas, Tim Kraska

Figure 1 for Bounding the Last Mile: Efficient Learned String Indexing
Figure 2 for Bounding the Last Mile: Efficient Learned String Indexing
Figure 3 for Bounding the Last Mile: Efficient Learned String Indexing
Viaarxiv icon

PLEX: Towards Practical Learned Indexing

Aug 11, 2021
Mihail Stoian, Andreas Kipf, Ryan Marcus, Tim Kraska

Figure 1 for PLEX: Towards Practical Learned Indexing
Figure 2 for PLEX: Towards Practical Learned Indexing
Figure 3 for PLEX: Towards Practical Learned Indexing
Viaarxiv icon

TagMe: GPS-Assisted Automatic Object Annotation in Videos

Mar 24, 2021
Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael Cafarella, Tim Kraska, Sam Madden

Figure 1 for TagMe: GPS-Assisted Automatic Object Annotation in Videos
Figure 2 for TagMe: GPS-Assisted Automatic Object Annotation in Videos
Figure 3 for TagMe: GPS-Assisted Automatic Object Annotation in Videos
Figure 4 for TagMe: GPS-Assisted Automatic Object Annotation in Videos
Viaarxiv icon

Learned Indexes for a Google-scale Disk-based Database

Dec 23, 2020
Hussam Abu-Libdeh, Deniz Altınbüken, Alex Beutel, Ed H. Chi, Lyric Doshi, Tim Kraska, Xiaozhou, Li, Andy Ly, Christopher Olston

Figure 1 for Learned Indexes for a Google-scale Disk-based Database
Viaarxiv icon

Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads

Jun 23, 2020
Jialin Ding, Vikram Nathan, Mohammad Alizadeh, Tim Kraska

Figure 1 for Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Figure 2 for Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Figure 3 for Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Figure 4 for Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Viaarxiv icon

MISIM: An End-to-End Neural Code Similarity System

Jun 15, 2020
Fangke Ye, Shengtian Zhou, Anand Venkat, Ryan Marcus, Nesime Tatbul, Jesmin Jahan Tithi, Paul Petersen, Timothy Mattson, Tim Kraska, Pradeep Dubey, Vivek Sarkar, Justin Gottschlich

Figure 1 for MISIM: An End-to-End Neural Code Similarity System
Figure 2 for MISIM: An End-to-End Neural Code Similarity System
Figure 3 for MISIM: An End-to-End Neural Code Similarity System
Figure 4 for MISIM: An End-to-End Neural Code Similarity System
Viaarxiv icon