Archived Events

Archived Events

Feb 29

2024

Feb 29 2024
[Spring 2024] Embedding Database Logic in the Operating System Is Finally a Good Idea (Matt Butrovich)
Speaker:
Matt Butrovich

The rise in computer storage and network performance means that disk I/O and network communication are often no longer bottlenecks in database management systems (DBMSs). Instead, the overheads associated with operating system (OS) services (e.g., system calls, thread scheduling, and data movement from kernel-space) limit query processing responsiveness. To avoid these overheads, user-space applications prioritizing performance over simplicity can elide... Read More

Jan 5

2024

Jan 5 2024
[Winter 2023] Survey and Evaluation of Database Management System Extensibility (Abi Kim)
Speaker:
Abi Kim

Database management system (DBMS) extensibility is a feature which enables users to extend the DBMS with user software. However, the DBMS extensibility environment is fraught with perils, and DBMS developers have to resort to unspecified methods of developing extensions, including copying core DBMS source code and casing between different versions of the DBMS. Extending a DBMS to support new functionality... Read More

Nov 27

2023

Nov 27 2023
[ML⇄DB 2023] Chroma: Vector Database Straight From the Tenderloin! (Jeff Huber)
Speaker:
Jeff Huber
System:
Chroma
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Nov 20

2023

Nov 20 2023
[ML⇄DB 2023] pgvector: Stylish Hierarchical Navigable Small World Indexes! (Jonathan Katz)
Speaker:
Jonathan Katz
System:
PostgreSQL
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Nov 13

2023

Nov 13 2023
[ML⇄DB 2023] Alibaba: Domain Knowledge Augmented AI for Databases (Jian Tan)
Speaker:
Jian Tan
System:
Alibaba
Video:
YouTube

One goal of applying AI for databases is to make the systems easier to use, e.g., natural language to SQL conversion (NL2SQL), and more efficient to operate, e.g., DevOps root cause analysis (RCA). Although scaling up general models and datasets with less hand engineering have achieved unprecedented successes in various applications, we argue that utilizing domain knowledge to augment AI... Read More

Nov 6

2023

Nov 6 2023
[ML⇄DB 2023] Milvus: A Purpose-Built Vector Data Management System! (Li Liu)
Speaker:
Li Liu
System:
Milvus
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Oct 30

2023

Oct 30 2023
[ML⇄DB 2023] Akamas: The Database Tuner of the Future! (Stefano Cereda)
Speaker:
Stefano Cereda
System:
Akamas
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Oct 23

2023

Oct 23 2023
[ML⇄DB 2023] Lance Columnar Format for Multi-modal AI Data Management (Chang She)
Speaker:
Chang She
System:
LanceDB
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Oct 16

2023

Oct 16 2023
[ML⇄DB 2023] FeatureBase: Analytics & Vector Engine Made for AI! (Pat O’Keeffe)
Speaker:
Pat O'Keeffe
System:
FeatureBase
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

Oct 9

2023

Oct 9 2023
[ML⇄DB 2023] Featureform: Yeah, Our Database Can Do That! (Simba Khadder)
Speaker:
Simba Khadder
System:
Featureform
Video:
YouTube

This talk is part of the ML⇄DB Seminar Series. Zoom Link: https://cmu.zoom.us/j/91461275681 (Passcode 177332) Read More

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