Design techniques and applications of cyberphysical systems: A survey

SK Khaitan, JD McCalley - IEEE systems journal, 2014 - ieeexplore.ieee.org
Cyberphysical systems (CPSs) are new class of engineered systems that offer close
interaction between cyber and physical components. The field of CPS has been identified as …

Advances in data center thermal management

Y Fulpagare, A Bhargav - Renewable and Sustainable Energy Reviews, 2015 - Elsevier
With the increase in electronic traffic, heat generated by electronic equipment, and the
concomitant costs of powering cooling systems in electronic data centers are increasing …

Graph based anomaly detection and description: a survey

L Akoglu, H Tong, D Koutra - Data mining and knowledge discovery, 2015 - Springer
Detecting anomalies in data is a vital task, with numerous high-impact applications in areas
such as security, finance, health care, and law enforcement. While numerous techniques …

Rise and fall patterns of information diffusion: model and implications

Y Matsubara, Y Sakurai, BA Prakash, L Li… - Proceedings of the 18th …, 2012 - dl.acm.org
The recent explosion in the adoption of search engines and new media such as blogs and
Twitter have facilitated faster propagation of news and rumors. How quickly does a piece of …

Autoplait: Automatic mining of co-evolving time sequences

Y Matsubara, Y Sakurai, C Faloutsos - Proceedings of the 2014 ACM …, 2014 - dl.acm.org
Given a large collection of co-evolving multiple time-series, which contains an unknown
number of patterns of different durations, how can we efficiently and effectively find typical …

A gray-box model for real-time transient temperature predictions in data centers

S Asgari, SM MirhoseiniNejad… - Applied Thermal …, 2021 - Elsevier
In response to the need to improve the energy efficiency of data centers (DCs), system
designers now incorporate solutions such as continuous performance monitoring …

Conaml: Constrained adversarial machine learning for cyber-physical systems

J Li, Y Yang, JS Sun, K Tomsovic, H Qi - Proceedings of the 2021 ACM …, 2021 - dl.acm.org
Recent research demonstrated that the superficially well-trained machine learning (ML)
models are highly vulnerable to adversarial examples. As ML techniques are becoming a …

Green mining: a methodology of relating software change and configuration to power consumption

A Hindle - Empirical Software Engineering, 2015 - Springer
Power consumption is becoming more and more important with the increased popularity of
smart-phones, tablets and laptops. The threat of reducing a customer's battery-life now …

Towards joint optimization over ICT and cooling systems in data centre: A survey

W Zhang, Y Wen, YW Wong, KC Toh… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
Effective management of ICT (information and communications technology) and cooling is
critical in modern data centres for high energy efficiency. This survey paper gives an …

Power management techniques for data centers: A survey

S Mittal - arxiv preprint arxiv:1404.6681, 2014 - arxiv.org
With growing use of internet and exponential growth in amount of data to be stored and
processed (known as' big data'), the size of data centers has greatly increased. This …