The evolution of distributed systems for graph neural networks and their origin in graph processing and deep learning: A survey
Graph neural networks (GNNs) are an emerging research field. This specialized deep
neural network architecture is capable of processing graph structured data and bridges the …
neural network architecture is capable of processing graph structured data and bridges the …
Deep learning for anomaly detection in time-series data: Review, analysis, and guidelines
As industries become automated and connectivity technologies advance, a wide range of
systems continues to generate massive amounts of data. Many approaches have been …
systems continues to generate massive amounts of data. Many approaches have been …
[PDF][PDF] 云计算: 系统实例与研究现状幸
陈康， 郑纬民 - Journal of Software, 2009 - xidian.edu.cn
针对云计算这样一个范畴综述了当前云计算所采用的技术, 剖析其背后的技术含义以及当前云
计算参与企业所采用的云计算实现方案. 云计算包含两个方面的含义: 一方面是底层构建的云 …
计算参与企业所采用的云计算实现方案. 云计算包含两个方面的含义: 一方面是底层构建的云 …
[PDF][PDF] 大数据安全与隐私保护
冯登国， 张敏， 李昊 - 2014 - cjc.ict.ac.cn
摘要大数据(Big Data) 已成为学术界和产业界的研究热点, 正影响着人们日常生活,
工作习惯及思考方式. 但是目前大数据在收集, 存储和使用过程中面临着诸多安全风险 …
工作习惯及思考方式. 但是目前大数据在收集, 存储和使用过程中面临着诸多安全风险 …
Edge artificial intelligence for 6G: Vision, enabling technologies, and applications
KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …
wireless networks. It has been envisioned that 6G will be transformative and will …
Splitwise: Efficient generative llm inference using phase splitting
Generative large language model (LLM) applications are growing rapidly, leading to large-
scale deployments of expensive and power-hungry GPUs. Our characterization of LLM …
scale deployments of expensive and power-hungry GPUs. Our characterization of LLM …
Big data analytics for intelligent manufacturing systems: A review
With the development of Internet of Things (IoT), 5 G, and cloud computing technologies, the
amount of data from manufacturing systems has been increasing rapidly. With massive …
amount of data from manufacturing systems has been increasing rapidly. With massive …
Federated machine learning: Survey, multi-level classification, desirable criteria and future directions in communication and networking systems
The communication and networking field is hungry for machine learning decision-making
solutions to replace the traditional model-driven approaches that proved to be not rich …
solutions to replace the traditional model-driven approaches that proved to be not rich …