Machine learning techniques are becoming an integral component of data analysis in high energy physics. These tools provide a significant improvement sensitivity over traditional analyses by exploiting subtle patterns high-dimensional feature spaces. may not be well modeled the simulations used for training machine methods, resulting enhanced to systematic uncertainties. Contrary wisdom constru...

To solve the problem of energy consumption optimization edge servers in process task unloading, we propose a unloading algorithm based on reinforcement learning this paper. The observes and analyzes current environment state, selects deployment location tasks according to states, realizes oriented optimization. achieve above goals, first construct network model including servers’ link transmiss...

Recently there has been a considerable increase in the penetration level of distributed energy resources (DERs) due to various factors, such as increasing affordability these resources, global movement towards sustainable energy, and democracy movement. However, uncertainty variability DERs introduce new challenges for power system operations. Advanced techniques that account characteristics DE...

Green Security is a new research field aimed at defining and investigating security solutions under an energy-aware perspective. The aim of Green Security is twofold: 1) evaluating the actual security mechanisms both considering the energy costs and the effectiveness; 2) building new security mechanisms by considering energy efficiency from the design phase. In this paper, we first provide a de...

Wireless sensor networks (WSNs) consist of sensor nodes with limited processing capability and limited nonrechargeable battery power. Energy consumption in WSN is a significant issue in networks for improving network lifetime. It is essential to develop an energy aware clustering protocol in WSN to reduce energy consumption for increasing network lifetime. In this paper, a neuro-fuzzy energy aw...

Data security and energy aware communication are key aspects in design of modern ad hoc networks. In this paper we investigate issues associated with the development of secure IEEE 802.15.4 based wireless sensor networks (WSNs) – a special type of ad hoc networks. We focus on energy aware security architectures and protocols for use in WSNs. To give the motivation behind energy efficient secure...