43 citations · 93 across the 8 of their papers we have counts for
5 papers · 1 filter
MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm
Zhengru Wang, Xin Wang, Shuhao Zhang
Data stream clustering is a critical operation in various real-world applications, ranging from the Internet of Things (IoT) to social media and financial systems. Existing data st…
MorphStream: Scalable Processing of Transactions over Streams on Multicores
Yancan Mao, Jianjun Zhao, Zhonghao Yang +3
Transactional Stream Processing Engines (TSPEs) form the backbone of modern stream applications handling shared mutable states. Yet, the full potential of these systems, specifical…
TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions
Zhonghao Yang, Shuhao Zhang, Binbin Chen
Managing shared mutable states in high concurrency state access operations is a persistent challenge in Network Functions Virtualization (NFV). This is particularly true when striv…
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]
Shuhao Zhang, Xianzhi Zeng, Yuhao Wu +1
Large Language Models (LLMs) have demonstrated extraordinary performance across a broad array of applications, from traditional language processing tasks to interpreting structured…
CStream: Parallel Data Stream Compression on Multicore Edge Devices
Xianzhi Zeng, Shuhao Zhang
In the burgeoning realm of Internet of Things (IoT) applications on edge devices, data stream compression has become increasingly pertinent. The integration of added compression ov…