Epoch-based commit and replication in distributed OLTP databases
© 2021, VLDB Endowment. All rights reserved. Many modern data-oriented applications are
built on top of distributed OLTP databases for both scalability and high availability. Such …
built on top of distributed OLTP databases for both scalability and high availability. Such …
Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML Systems
Trade-offs between accuracy and efficiency pervade law, public health, and other non-
computing domains, which have developed policies to guide how to balance the two in …
computing domains, which have developed policies to guide how to balance the two in …
Leopard: A Black-Box Approach for Efficiently Verifying Various Isolation Levels
Isolation Levels (IL) act as correct contracts between applications and database
management systems (DBMSs). The complex code logic and concurrent interactions among …
management systems (DBMSs). The complex code logic and concurrent interactions among …
Version Reconciliation for Collaborative Databases
We propose MindPalace, a prototype of a versioned database for efficient collaborative data
management. MindPalace supports offline collaboration, where users work independently …
management. MindPalace supports offline collaboration, where users work independently …
Efficient Black-box Checking of Snapshot Isolation in Databases
Snapshot isolation (SI) is a prevalent weak isolation level that avoids the performance
penalty imposed by serializability and simultaneously prevents various undesired data …
penalty imposed by serializability and simultaneously prevents various undesired data …
Regulating Accuracy-Efficiency Trade-Offs in Distributed Machine Learning Systems
In this paper we discuss the trade-off between accuracy and efficiency in distributed
machine learning (ML) systems and analyze its resulting policy considerations. This trade-off …
machine learning (ML) systems and analyze its resulting policy considerations. This trade-off …
[PDF][PDF] Holding Real-Time Distributed ML Systems to Account
Trade-offs between accuracy and efficiency are found in multiple non-computing domains,
such as law and medicine, which have developed rules and heuristics to guide how to …
such as law and medicine, which have developed rules and heuristics to guide how to …
Fast transactions in distributed and highly available databases
Y Lu - 2020 - dspace.mit.edu
Many modern data-oriented applications are built on top of distributed OLTP databases for
both scalability and high availability. However, when running transactions that span several …
both scalability and high availability. However, when running transactions that span several …