419 citations · 477 across the 8 of their papers we have counts for
8 papers
LEDD: Large Language Model-Empowered Data Discovery in Data Lakes
Qi An, Chihua Ying, Yuqing Zhu +3
Data discovery in data lakes with ever increasing datasets has long been recognized as a big challenge in the realm of data management, especially for semantic search of and hierar…
IoTDataBench: Extending TPCx-IoT for Compression and Scalability
Yuqing Zhu, Yanzhe An, Yuan Zi +2
We present a record-breaking result and lessons learned in practicing TPCx-IoT benchmarking for a real-world use case. We find that more system characteristics need to be benchmark…
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…
10 Observations on Google Cluster Trace + 2 Measures for Cluster Utilization Enhancement
Yuqing Zhu, Yilei Wang, Fan Wang
Utilization enhancement is a key concern to cluster owners. Google's cluster manager named Borg manages its clusters at an overall utilization higher than many others' clusters. Re…
BigDataBench: a Big Data Benchmark Suite from Internet Services
Lei Wang, Jianfeng Zhan, Chunjie Luo +12
As architecture, systems, and data management communities pay greater attention to innovative big data systems and architectures, the pressure of benchmarking and evaluating these…
BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework
Yuqing Zhu, Jianfeng Zhan, Chuliang Weng +4
Big Data is considered proprietary asset of companies, organizations, and even nations. Turning big data into real treasure requires the support of big data systems. A variety of c…
BigDataBench: a Big Data Benchmark Suite from Web Search Engines
Wanling Gao, Yuqing Zhu, Zhen Jia +10
This paper presents our joint research efforts on big data benchmarking with several industrial partners. Considering the complexity, diversity, workload churns, and rapid evolutio…
Latency Bounding by Trading off Consistency in NoSQL Store: A Staging and Stepwise Approach
Yuqing Zhu, Philip S. Yu, Jianmin Wang
Latency is a key service factor for user satisfaction. Consistency is in a trade-off relation with operation latency in the distributed and replicated scenario. Existing NoSQL stor…