237 citations · 254 across the 6 of their papers we have counts for
6 papers
JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms
Mengying Guo, Tao Yi, Yuqing Zhu +1
Network embedding (NE) can generate succinct node representations for massive-scale networks and enable direct applications of common machine learning methods to the network struct…
BestConfig: Tapping the Performance Potential of Systems via Automatic Configuration Tuning
Yuqing Zhu, Jianxun Liu, Mengying Guo +5
An ever increasing number of configuration parameters are provided to system users. But many users have used one configuration setting across different workloads, leaving untapped…
ACTS in Need: Automatic Configuration Tuning with Scalability Guarantees
Yuqing Zhu, Jianxun Liu, Mengying Guo +2
To support the variety of Big Data use cases, many Big Data related systems expose a large number of user-specifiable configuration parameters. Highlighted in our experiments, a My…
Transaction Support over Redis: An Overview
Yuqing Zhu, Jianxun Liu, Mengying Guo +2
This document outlines the approach to supporting cross-node transactions over a Redis cluster.
ACIA, not ACID: Conditions, Properties and Challenges
Yuqing Zhu, Jianxun Liu, Mengying Guo +3
Although ACID is the previous golden rule for transaction support, durability is now not a basic requirement for data storage. Rather, high availability is becoming the first-class…
To Vote Before Decide: A Logless One-Phase Commit Protocol for Highly-Available Datastores
Yuqing Zhu, Philip S. Yu, Guolei Yi +3
Highly-available datastores are widely deployed for online applications. However, many online applications are not contented with the simple data access interface currently provide…