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08/29/2023
Practice of Alibaba Cloud on Elastic Resource Provisioning for Large-scale Microservices Cluster
Cloud-native architecture is becoming increasingly crucial for today's c...
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08/07/2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses
The efficacy of availability poisoning, a method of poisoning data by in...
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08/05/2023
Resource Management for GPT-based Model Deployed on Clouds: Challenges, Solutions, and Future Directions
The widespread adoption of the large language model (LLM), e.g. Generati...
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03/27/2023
Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks
Unlearnable example attacks are data poisoning techniques that can be us...
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12/20/2022
Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation
Open software supply chain attacks, once successful, can exact heavy cos...
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12/13/2022
Edge-Assisted V2X Motion Planning and Power Control Under Channel Uncertainty
Edge-assisted vehicle-to-everything (V2X) motion planning is an emerging...
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08/16/2022
Multi-Point Integrated Sensing and Communication: Fusion Model and Functionality Selection
Integrated sensing and communication (ISAC) represents a paradigm shift,...
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08/05/2022
Towards Fast Theta-join: A Prefiltering and Amalgamated Partitioning Approach
As one of the most useful online processing techniques, the theta-join o...
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03/05/2022
EsDNN: Deep Neural Network based Multivariate Workload Prediction Approach in Cloud Environment
Cloud computing has been regarded as a successful paradigm for IT indust...
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08/09/2021
Multi-View TRGRU: Transformer based Spatiotemporal Model for Short-Term Metro Origin-Destination Matrix Prediction
Accurate prediction of short-term OD Matrix (i.e. the distribution of pa...
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07/04/2021
Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting
Accurate traffic state prediction is the foundation of transportation co...
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06/10/2021
PDMA: Probabilistic Service Migration Approach for Delay-aware and Mobility-aware Mobile Edge Computing
As a key technology in the 5G era, Mobile Edge Computing (MEC) has devel...
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05/24/2020
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey
The huge success of deep learning in computer vision and natural languag...
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05/11/2020