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Energy efficiency (EE) optimization of millimeter wave (mm-Wave) massive multiple-input multiple-output (MIMO) systems is emerging as an important challenge for the fifth generation (5G) mobile communication systems. However, the power of…

信号处理 · 电气工程与系统科学 2019-01-03 Kai Chen , Jing Yang , Xiaohu Ge , Yonghui Li , Lin Tian , Jinglin Shi

Mobile edge computing (MEC) provides users with a high quality experience (QoE) by placing servers with rich services close to the end users. Compared with local computing, MEC can contribute to energy saving, but results in increased…

网络与互联网体系结构 · 计算机科学 2020-08-24 JunJie Yu , Han Wang , Mingxiong Zhao , WenTao Li , HuiQi Bao , Li Yin , Mi Wu

In mobile millimeter wave (mmWave) systems, energy is a scarce resource due to the large losses in the channel and high energy usage by analog-to-digital converters (ADC), which scales with bandwidth. In this paper, we consider a…

信息论 · 计算机科学 2017-10-04 Morteza Hashemi , C. Emre Koksal , Ness B. Shroff

Large-scale deep learning workloads increasingly suffer from I/O bottlenecks as datasets grow beyond local storage capacities and GPU compute outpaces network and disk latencies. While recent systems optimize data-loading time, they…

分布式、并行与集群计算 · 计算机科学 2025-08-18 Hasibul Jamil , MD S Q Zulkar Nine , Tevfik Kosar

New data intensive applications, which are continuously emerging in daily routines of mobile devices, significantly increase the demand for data, and pose a challenge for current wireless networks due to scarce resources. Although bandwidth…

网络与互联网体系结构 · 计算机科学 2016-02-16 Ajita Singh , Yuxuan Xing , Hulya Seferoglu

This letter investigates optimizing utility-energy efficiency (UEE), defined as the achieved network utility when consuming a unit of power, rather than a typical energy efficiency metric, in a heterogeneous network (HetNet). To tackle the…

信息论 · 计算机科学 2018-06-12 Xietian Huang , Wei Xu , Hong Shen , Hua Zhang , Xiaohu You

High speed downlink packet access (HSDPA) has been successfully applied in commercial systems and improves user experience significantly. However, it incurs substantial energy consumption. In this paper, we address this issue by proposing a…

信息论 · 计算机科学 2012-02-08 Yi Huang , Jie Xu , Ling Qiu

Energy preservation is one of the most important challenges in wireless sensor networks. In most applications, sensor networks consist of hundreds or thousands nodes that are dispersed in a wide field. Hierarchical architectures and data…

网络与互联网体系结构 · 计算机科学 2014-07-22 M. Mehdi Afsar

In the modern world, the connectivity-as-we-go model is gaining popularity. Internet-of-Things (IoT) envisions a future in which human beings communicate with each other and with devices that have identities and virtual personalities, as…

网络与互联网体系结构 · 计算机科学 2021-03-10 Syed Waqas Haider Shah , Adnan Noor Mian , Adnan Aijaz , Junaid Qadir , Jon Crowcroft

In this paper, an energy-efficient cross-layer design framework is proposed for cooperative relaying networks, which takes into account the influence of spectrum utilization probability. Specifically, random arrival traffic is considered…

信号处理 · 电气工程与系统科学 2020-02-28 Kunlun Wang , Qingqing Wu , Wen Chen , Yang Yang , Derrick Wing Kwan Ng

The increasing energy demands of upcoming sixth-generation (6G) mobile networks and networks supporting AI applications pose significant challenges for network operators in terms of operational costs and environmental impact. To address…

Wireless Sensor Networks (WSNs), with growing applications in the environment which are not within human reach have been addressed tremendously in the recent past. For optimized working of network many routing algorithms have been proposed,…

网络与互联网体系结构 · 计算机科学 2016-11-17 T. Shah , N. Javaid , T. N. Qureshi

We investigate energy efficiency (EE) optimization for single-cell massive multiple-input multiple-output (MIMO) downlink transmission with only statistical channel state information (CSI) available at the base station. We first show that…

信息论 · 计算机科学 2020-04-14 Li You , Jiayuan Xiong , Xinping Yi , Jue Wang , Wenjin Wang , Xiqi Gao

Mobile edge computing (MEC) has recently become a prevailing technique to alleviate the intensive computation burden in Internet of Things (IoT) networks. However, the limited device battery capacity and stringent spectrum resource…

信息论 · 计算机科学 2021-06-29 Xian Li , Suzhi Bi , Zhi Quan , Hui Wang

As neural networks (NN) are deployed across diverse sectors, their energy demand correspondingly grows. While several prior works have focused on reducing energy consumption during training, the continuous operation of ML-powered systems…

机器学习 · 计算机科学 2024-01-10 Minghao Yan , Hongyi Wang , Shivaram Venkataraman

We consider the delay minimization problem in an energy harvesting communication network with energy cooperation. In this network, nodes harvest energy from nature for use in data transmission, and may transfer a portion of their harvested…

信息论 · 计算机科学 2016-11-17 Berk Gurakan , Omur Ozel , Sennur Ulukus

Massive multiple-input multiple-output (Massive MIMO) has been realized as a promising technology for next generation wireless mobile communications, in which Spectral efficiency (SE) and energy efficiency (EE) are two critical issues.…

信息论 · 计算机科学 2014-08-04 Di Zhang , Zhenyu Zhou , Keping Yu , Takuro Sato

In virtualized computing platforms, energy consumption is related to the computing-plus-communication processes. However, most of the proposed energy consumption models and energy saving solutions found in literature consider only the…

系统与控制 · 电气工程与系统科学 2019-06-13 Thembelihle Dlamini , Ángel Fernandez Gambın

Internet of Things (IoT) devices and applications are generating and communicating vast quantities of data, and the rate of data collection is increasing rapidly. These high communication volumes are challenging for energy-constrained,…

网络与互联网体系结构 · 计算机科学 2021-01-01 Themis Melissaris , Kelly Shaw , Margaret Martonosi

By lowering the number of vertical connections in fully connected 3D networks-on-chip (NoCs), partially connected 3D NoCs (PC-3DNoCs) help alleviate reliability and fabrication issues. This paper proposes a novel, adaptive congestion- and…

分布式、并行与集群计算 · 计算机科学 2021-10-12 Ebadollah Taheri , Ryan G. Kim , Mahdi Nikdast