237 citations · 264 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…
ClassyTune: A Performance Auto-Tuner for Systems in the Cloud
Yuqing Zhu, Jianxun Liu
Performance tuning can improve the system performance and thus enable the reduction of cloud computing resources needed to support an application. Due to the ever increasing number…
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…