Data Systems Reading Group
Where: Big Meeting Room in the DSG Lab, When: Mondays, 1-2 pm.
We are a reading group for technical papers that focus on the broad area of data systems.
We will read and discuss system architectures, concurrency control for data processing, data storage techniques, and fault tolerance as it relates to both new research papers and historical work.
We meet every other week for discussion.
Instructions for coordinators.
Instructions for participants.
We are a reading group for technical papers that focus on the broad area of data systems.
We will read and discuss system architectures, concurrency control for data processing, data storage techniques, and fault tolerance as it relates to both new research papers and historical work.
We meet every other week for discussion.
Instructions for coordinators.
Instructions for participants.
Winter 2020
Paper Name | Coordinator | Meeting Date |
---|---|---|
Umbra: A Disk-Based System with In-Memory Performance | Brad | Feb 10 |
Neo: A Learned Query Optimizer | Benson | Feb 24 |
Make the most out of your SIMD investments | Amine | March 9 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics | Anil | March 21 |
Opportunities for Optimism in Contended Main-Memory Multicore Transactions | Michael | April 6 |
Fall 2019
Paper Name | Coordinator | Meeting Date |
---|---|---|
Autoscaling Tiered Cloud Storage in Anna | Brad Glasbergen | October 7 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction | Benson | November 4 |
LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation | Omar | November 18 |
Calvin: fast distributed transactions for partitioned database systems | Michael | December 2 |
Rya: a scalable RDF triple store for the clouds | Brad | December 16 |
Winter 2019
Paper Name | Coordinator | Meeting Date |
---|---|---|
The Case for Network-Accelerated Query Processing | Brad Glasbergen | January 29 |
Controlled Lock Violation | Michael Abebe | February 12 |
SageDB: A Learned Database System | Kyle Langendoen | February 26 |
Database Learning: Towards a Database That Becomes Smarter Every Time | Brad Glasbergen | March 12 |
SnappyData: A Unified Cluster for Streaming,Transactions, and Interactive Analytics | Siddhartha Sahu | March 26 |
Scalable Analytics on Fast Data. | Anil Pacaci | April 24 |
Fall 2018
Paper Name | Coordinator | Meeting Date |
---|---|---|
The Case for Network-Accelerated Query Processing | Brad Glasbergen | January 29 |
TAO: Facebook's Distributed Data Store for the Social Graph | Siddhartha Sahu | October 2 |
Flux: an adaptive partitioning operator for continuous query systems | Anil Pacaci | October 16 |
The End of an Architectural Era: It's Time for a Complete Rewrite | Michael Abebe | November 6 |
Noria: dynamic, partially-stateful data-flow for high-performance web applications | Brad Glasbergen | November 20 |
HyPer: A Hybrid OLTP & OLAP Main Memory Database System | Siddhartha Sahu | December 4 |