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09/09/2023
Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering
In various real-world applications, ranging from the Internet of Things ...
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07/24/2023
MorphStream: Scalable Processing of Transactions over Streams on Multicores
Transactional Stream Processing Engines (TSPEs) form the backbone of mod...
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07/20/2023
TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions
Managing shared mutable states in high concurrency state access operatio...
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07/17/2023
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]
Large Language Models (LLMs) have demonstrated extraordinary performance...
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06/17/2023
CStream: Parallel Data Stream Compression on Multicore Edge Devices
In the burgeoning realm of Internet of Things (IoT) applications on edge...
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03/16/2023
SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning
Value-decomposition methods, which reduce the difficulty of a multi-agen...
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08/21/2022
A Survey on Transactional Stream Processing
Transactional stream processing (TSP) has been increasingly gaining trac...
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05/23/2022
MolMiner: You only look once for chemical structure recognition
Molecular structures are always depicted as 2D printed form in scientifi...
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05/11/2022
Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning for incomplete information environmen...
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05/10/2022
Safety-guaranteed trajectory planning and control based on GP estimation for unmanned surface vessels
We propose a safety-guaranteed planning and control framework for unmann...
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03/23/2022
A Framework for Fast Polarity Labelling of Massive Data Streams
Many of the existing sentiment analysis techniques are based on supervis...
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01/16/2020
Hardware-Conscious Stream Processing: A Survey
Data stream processing systems (DSPSs) enable users to express and run s...
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04/08/2019
Scaling Stream Processing with Transactional State Management on Multicores
Transactional state management relieves users from managing state consis...
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04/07/2019