Výsledky vyhledávání - computer system organisation architecture distributed architecture cloud computing

Designing Cloud Servers for Lower Carbon Autor Wang, Jaylen, Berger, Daniel S., Kazhamiaka, Fiodar, Irvene, Celine, Zhang, Chaojie, Choukse, Esha, Frost, Kali, Fonseca, Rodrigo, Warrier, Brijesh, Bansal, Chetan, Stern, Jonathan, Bianchini, Ricardo, Sriraman, Akshitha

“…To mitigate climate change, we must reduce carbon emissions from hyperscale cloud computing…”
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AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference Autor Li, Min, Li, Yu, Tian, Ye, Jiang, Li, Xu, Qiang

“…This paper presents AppealNet, a novel edge/cloud collaborative architecture that runs deep learning (DL…”
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Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning Autor Wang, Liang, Lu, Kai, Zhang, Nan, Qu, Xiaoyang, Wang, Jianzong, Wan, Jiguang, Li, Guokuan, Xiao, Jing

“…This paper proposes Shoggoth, an efficient edge-cloud collaborative architecture, for boosting inference performance on real-time video of changing scenes…”
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ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models Autor Choi, Yujeong, Kim, Jiin, Rhu, Minsoo

“…With the increasing popularity of recommendation systems (RecSys), the demand for compute resources in data-centers has surged…”
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Who limits the resource efficiency of my datacenter: an analysis of Alibaba datacenter traces Autor Guo, Jing, Chang, Zihao, Wang, Sa, Ding, Haiyang, Feng, Yihui, Mao, Liang, Bao, Yungang

“…Cloud platform provides great flexibility and cost-efficiency for end-users and cloud operators…”
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DeepScaler: Holistic Autoscaling for Microservices Based on Spatiotemporal GNN with Adaptive Graph Learning Autor Meng, Chunyang, Song, Shijie, Tong, Haogang, Pan, Maolin, Yu, Yang

“…Autoscaling functions provide the foundation for achieving elasticity in the modern cloud computing paradigm…”
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ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems Autor Huai, Shuo, Zhang, Lei, Liu, Di, Liu, Weichen, Subramaniam, Ravi

“…Edge devices have been widely adopted to bring deep learning applications onto low power embedded systems, mitigating the privacy and latency issues of accessing cloud servers…”
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AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows Autor Jin, Lingxiao, Cai, Zinuo, Chen, Zebin, Zhao, Hongyu, Ma, Ruhui

“…Serverless computing is increasingly adopted for its ability to manage complex, event-driven workloads without the need for infrastructure provisioning…”
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DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning Autor Zhang, Chenxi, Peng, Xin, Sha, Chaofeng, Zhang, Ke, Fu, Zhenqing, Wu, Xiya, Lin, Qingwei, Zhang, Dongmei

“…A microservice system in industry is usually a large-scale dis-tributed system consisting of dozens to thousands of services run-ning in different machines…”
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SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud Autor Stojkovic, Jovan, Misra, Pulkit A., Goiri, Inigo, Whitlock, Sam, Choukse, Esha, Das, Mayukh, Bansal, Chetan, Lee, Jason, Sun, Zoey, Qiu, Haoran, Zimmermann, Reed, Samal, Savyasachi, Warrier, Brijesh, Raniwala, Ashish, Bianchini, Ricardo

“… Based on the characterization insights, we propose SmartOClock, the first distributed overclocking management platform specifically designed for cloud environments…”
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EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge Autor Xu, Jia, Liu, Xiao, Pan, Wuzhen, Li, Xuejun, Yao, Aiting, Yang, Yun

“… It is crucial to design scalable, efficient, and reliable software solutions for large-scale AIoT systems in edge computing environments…”
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EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency Autor Stojkovic, Jovan, Iliakopoulou, Nikoleta, Xu, Tianyin, Franke, Hubertus, Torrellas, Josep

“…While serverless computing is increasingly popular, its energy and power consumption behavior is hardly explored…”
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SoftSKU: Optimizing Server Architectures for Microservice Diversity @Scale Autor Sriraman, Akshitha, Dhanotia, Abhishek, Wenisch, Thomas F.

“… of scale, and curb qualification/test overheads. As such, there is an urgent need for strategies that enable limited server CPU architectures (a.k.a "SKUs…”
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Derm: SLA-aware Resource Management for Highly Dynamic Microservices Autor Chen, Liao, Luo, Shutian, Lin, Chenyu, Mo, Zizhao, Xu, Huanle, Ye, Kejiang, Xu, Chengzhong

“… solutions.In this paper, we present Derm, a new resource management system designed for microservice applications with highly dynamic graphs…”
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Energy Efficiency Through Architectural Tactics for Self-Adaptive Cloud Systems Autor Medeiros, Henrique

“…[CONTEXT] Cloud computing provides many benefits, such as virtualization, high availability, low cost of maintenance, and elasticity…”
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LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies Autor Odema, Mohanad, Rashid, Nafiul, Demirel, Berken Utku, Faruque, Mohammad Abdullah Al

“…Edge-Cloud hierarchical systems employing intelligence through Deep Neural Networks (DNNs…”
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MAD-Max Beyond Single-Node: Enabling Large Machine Learning Model Acceleration on Distributed Systems Autor Hsia, Samuel, Golden, Alicia, Acun, Bilge, Ardalani, Newsha, DeVito, Zachary, Wei, Gu-Yeon, Brooks, David, Wu, Carole-Jean

“…Training and deploying large-scale machine learning models is time-consuming, requires significant distributed computing infrastructures, and incurs high operational costs…”
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Invited: Caching in Automated Data Centric Vehicles for Edge Computing Scenarios Autor Sperling, Nora, Bendrick, Alex, Stohrmann, Dominik, Ernst, Rolf

“… the deployment of advanced edge and cloud computing services. A main reason is the established publisher-centric distribution mechanism that over-utilizes network resources…”
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Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems Autor Liu, Jinyang, Jiang, Zhihan, Gu, Jiazhen, Huang, Junjie, Chen, Zhuangbin, Feng, Cong, Yang, Zengyin, Yang, Yongqiang, Lyu, Michael R.

“…Ensuring the reliability of cloud systems is critical for both cloud vendors and customers…”
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PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional Tracking Autor Liu, Ruoyang, Zhang, Lu, Wang, Jingyu, Yang, Huazhong, Liu, Yongpan

“…Neural networks running on cloud servers have been widely used in smart surveillance, but they require high bandwidth to upload videos…”
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