23 citations · 30 across the 6 of their papers we have counts for
6 papers
CSCLog: A Component Subsequence Correlation-Aware Log Anomaly Detection Method
Ling Chen, Chaodu Song, Xu Wang +2
Anomaly detection based on system logs plays an important role in intelligent operations, which is a challenging task due to the extremely complex log patterns. Existing methods de…
Knock Out 2PC with Practicality Intact: a High-performance and General Distributed Transaction Protocol (Technical Report)
Ziliang Lai, Hua Fan, Wenchao Zhou +4
Two-phase-commit (2PC) has been widely adopted for distributed transaction processing, but it also jeopardizes throughput by introducing two rounds of network communications and tw…
Towards General Deep Leakage in Federated Learning
Jiahui Geng, Yongli Mou, Feifei Li +4
Unlike traditional central training, federated learning (FL) improves the performance of the global model by sharing and aggregating local models rather than local data to protect…
Constrained Non-Affine Alignment of Embeddings
Yuwei Wang, Yan Zheng, Yanqing Peng +7
Embeddings are one of the fundamental building blocks for data analysis tasks. Embeddings are already essential tools for large language models and image analysis, and their use is…
Rethinking Abstractions for Big Data: Why, Where, How, and What
Mary Hall, Robert M. Kirby, Feifei Li +6
Big data refers to large and complex data sets that, under existing approaches, exceed the capacity and capability of current compute platforms, systems software, analytical tools…
Ranking Large Temporal Data
Jeffrey Jestes, Jeff M. Phillips, Feifei Li +1
Ranking temporal data has not been studied until recently, even though ranking is an important operator (being promoted as a firstclass citizen) in database systems. However, only…