Quick Context: Abstract: Recently, there has been a lot of excitement around ML-enhanced (or learned) algorithms and PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

Sigmod 2021 Instance Optimized Data Layouts For Cloud Analytics Workloads Short Talk -

Abstract: Recently, there has been a lot of excitement around ML-enhanced (or learned) algorithms and PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. Bao is a practical learned query optimizer built around multi-armed bandits.

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  • Abstract: Recently, there has been a lot of excitement around ML-enhanced (or learned) algorithms and
  • PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.
  • Bao is a practical learned query optimizer built around multi-armed bandits.

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SIGMOD PODS 2021 Whova User Guide
SIGMOD 2021 - PACE presentation (5min)
NWDS Talk - Towards instance-optimized data systems
[SIGMOD 2020 Talk] Qd-tree: Learning Data Layouts for Big Data Analytics
SIGMOD 2021 - PACE presentation (20min)
[SIGMOD 2021]Query by Sketch  Scaling Shortest Path Graph Queries on Very Large Networks
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[SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads (Short Talk)

[SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads (Short Talk)

Read more details and related context about [SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads (Short Talk).

[SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads

[SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads

Read more details and related context about [SIGMOD 2021] Instance-Optimized Data Layouts for Cloud Analytics Workloads.

SIGMOD PODS 2021 Whova User Guide

SIGMOD PODS 2021 Whova User Guide

Read more details and related context about SIGMOD PODS 2021 Whova User Guide.

SIGMOD 2021 - PACE presentation (5min)

SIGMOD 2021 - PACE presentation (5min)

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

NWDS Talk - Towards instance-optimized data systems

NWDS Talk - Towards instance-optimized data systems

Abstract: Recently, there has been a lot of excitement around ML-enhanced (or learned) algorithms and

[SIGMOD 2020 Talk] Qd-tree: Learning Data Layouts for Big Data Analytics

[SIGMOD 2020 Talk] Qd-tree: Learning Data Layouts for Big Data Analytics

Read more details and related context about [SIGMOD 2020 Talk] Qd-tree: Learning Data Layouts for Big Data Analytics.

SIGMOD 2021 - PACE presentation (20min)

SIGMOD 2021 - PACE presentation (20min)

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

[SIGMOD 2021]Query by Sketch  Scaling Shortest Path Graph Queries on Very Large Networks

[SIGMOD 2021]Query by Sketch Scaling Shortest Path Graph Queries on Very Large Networks

Read more details and related context about [SIGMOD 2021]Query by Sketch Scaling Shortest Path Graph Queries on Very Large Networks.

SIGMOD 2020 Active Learning for ML Enhanced Database Systems

SIGMOD 2020 Active Learning for ML Enhanced Database Systems

Read more details and related context about SIGMOD 2020 Active Learning for ML Enhanced Database Systems.

SIGMOD Bao Talk

SIGMOD Bao Talk

Bao is a practical learned query optimizer built around multi-armed bandits. Paper: