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For deep learning inference on edge devices, hardware configurations achieving the same throughput can differ by 2$\times$ in power consumption, yet operators often struggle to find the efficient ones without exhaustive profiling. Existing…

分布式、并行与集群计算 · 计算机科学 2026-03-17 Ahmad N. L. Nabhaan , Zaki Sukma , Rakandhiya D. Rachmanto , Muhammad Husni Santriaji , Byungjin Cho , Arief Setyanto , In Kee Kim

Anticipation for 6G's arrival comes with growing concerns about increased energy consumption in computing and networking. The expected surge in connected devices and resource-demanding applications presents unprecedented challenges for…

网络与互联网体系结构 · 计算机科学 2024-02-13 Masoud Shokrnezhad , Tarik Taleb

Edge caching and computing have been regarded as an efficient approach to tackle the wireless spectrum crunch problem. In this paper, we design a general coded caching with device computing strategy for content computation, e.g., virtual…

信息论 · 计算机科学 2020-02-17 Yingjiao Li , Zhiyong Chen , Meixia Tao

Computation task offloading plays a crucial role in facilitating computation-intensive applications and edge intelligence, particularly in response to the explosive growth of massive data generation. Various enabling techniques, wireless…

分布式、并行与集群计算 · 计算机科学 2024-06-21 Siqi Zhang , Na Yi , Yi Ma

In the past few years, the use of smartphones has increased exponentially, and so have the capabilities of such devices. Together with an increase in raw processing power, modern smartphones are equipped with a wide variety of sensors and…

其他计算机科学 · 计算机科学 2016-09-12 Mauro Conti , Elia Dal Santo , Riccardo Spolaor

The problem of malware has become significant on Android devices. Library operating systems and application virtualization are both possible solutions for confining malware. Unfortunately, such solutions do not exist for Android. Designing…

密码学与安全 · 计算机科学 2014-01-28 Earlence Fernandes , Alexander Crowell , Ajit Aluri , Atul Prakash

By exploiting the superiority of non-orthogonal multiple access (NOMA), NOMA-aided mobile edge computing (MEC) can provide scalable and low-latency computing services for the Internet of Things. However, given the prevalent stochasticity of…

信息论 · 计算机科学 2021-07-01 Meihui Hua , Hui Tian , Xinchen Lyu , Wanli Ni , Gaofeng Nie

This paper analyzes the phenomenon of software aging - namely, the gradual performance degradation and resource exhaustion in the long run - in the Android OS. The study intends to highlight if, and to what extent, devices from different…

软件工程 · 计算机科学 2020-05-26 Domenico Cotroneo , Antonio Ken Iannillo , Roberto Natella , Roberto Pietrantuono

Cache-aided coded multicast leverages side information at wireless edge caches to efficiently serve multiple groupcast demands via common multicast transmissions, leading to load reductions that are proportional to the aggregate cache size.…

信息论 · 计算机科学 2016-11-17 Parisa Hassanzadeh , Antonia Tulino , Jaime Llorca , Elza Erkip

High performance computing for low power devices can be useful to speed up calculations on processors that use a lower clock rate than computers for which energy efficiency is not an issue. In this trial, different high performance…

分布式、并行与集群计算 · 计算机科学 2021-12-10 Robert Fritze , Claudia Plant

Internet or things (IoT) is changing our daily life rapidly. Although new technologies are emerging everyday and expanding their influence in this rapidly growing area, many classic theories can still find their places. In this paper, we…

网络与互联网体系结构 · 计算机科学 2017-03-10 Jian Li , Yun Liu , Zhenjiang Zhang , Jian Ren , Nan Zhao

Extended reality (XR) applications often perform resource-intensive tasks, which are computed remotely, a process that prioritizes the latency criticality aspect. To this end, this paper shows that through leveraging the power of the…

信息论 · 计算机科学 2023-12-07 Robert-Jeron Reifert , Hayssam Dahrouj , Aydin Sezgin

In order to support communication and computation cooperation, we propose ME-RAN architecture, which consists of mobile edge cloud (ME) as the computation provision platform and radio access network (RAN) as the communication interface.…

网络与互联网体系结构 · 计算机科学 2019-07-02 Kezhi Wang , Pei-Qiu Huang , Kun Yang , Cunhua Pan , Jiangzhou Wang

Legacy AD/ADAS development from OEMs centers around developing functions on ECUs using services provided by AUTOSAR Classic Platform (CP) to meet automotive-grade and mass-production requirements. The AUTOSAR CP couples hardware and…

操作系统 · 计算机科学 2023-06-29 David Yu , Andy Xiao

The rapid enhancement of central power unit CPU performance enables the development of computationally-intensive healthcare mobile applications for smartphones and wearable devices. However, computationally intensive mobile applications…

软件工程 · 计算机科学 2019-03-15 Chae Ho Cho , Fatemehsadat Tabei , Tra Nguyen Phan , Yeesock Kim , Jo Woon Chong

Mobile devices have become an indispensable component of Internet of Things (IoT). However, these devices have resource constraints in processing capabilities, battery power, and storage space, thus hindering the execution of…

分布式、并行与集群计算 · 计算机科学 2019-09-25 Abdullah Yousafzai , Ibrar Yaqoob , Muhammad Imran , Abdullah Gani , Rafidah Md Noor

Function-as-a-Service (FaaS) is increasingly popular in the software industry due to the implied cost-savings in event-driven workloads and its synergy with DevOps. To size an on-premise FaaS platform, it is important to estimate the…

性能 · 计算机科学 2020-07-03 Alim Ul Gias , Giuliano Casale

A cross-layer scheme, namely ALOHA With Collision Resolution (ALOHA-CR), is proposed for high throughput wireless communications in a cellular scenario. Transmissions occur in a time-slotted ALOHA-type fashion but with an important…

网络与互联网体系结构 · 计算机科学 2015-05-14 Xin Liu , John Kountouriotis , Athina P. Petropulu , Kapil R. Dandekar

This paper studies a novel user cooperation model in a wireless powered mobile edge computing system where two wireless users harvest wireless power transferred by one energy node and can offload part of their computation tasks to an edge…

网络与互联网体系结构 · 计算机科学 2019-09-05 Binqi He , Suzhi Bi , Hong Xing , Xiaohui Lin

Throughput and latency critical applications could often benefit of performing computations close to the client. To enable this, distributed computing paradigms such as edge computing have recently emerged. However, with the advent of…

网络与互联网体系结构 · 计算机科学 2022-04-07 Csaba Györgyi , Sándor Laki , Stefan Schmid