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Designing Cloud Servers for Lower Carbon
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
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
AppealNet: An Efficient and Highly-Accurate Edge/Cloud Collaborative Architecture for DNN Inference
Li, Min, Li, Yu, Tian, Ye, Jiang, Li, Xu, Qiang
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning
Wang, Yan, He, Yubin, Liu, Gang, Li, Keqin
Published in ACM transactions on Internet technology (26.08.2025)
Published in ACM transactions on Internet technology (26.08.2025)
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Journal Article
Shoggoth: Towards Efficient Edge-Cloud Collaborative Real-Time Video Inference via Adaptive Online Learning
Wang, Liang, Lu, Kai, Zhang, Nan, Qu, Xiaoyang, Wang, Jianzong, Wan, Jiguang, Li, Guokuan, Xiao, Jing
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
Published in 2023 60th ACM/IEEE Design Automation Conference (DAC) (09.07.2023)
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Conference Proceeding
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models
Choi, Yujeong, Kim, Jiin, Rhu, Minsoo
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
DeepTraLog: Trace-Log Combined Microservice Anomaly Detection through Graph-based Deep Learning
Zhang, Chenxi, Peng, Xin, Sha, Chaofeng, Zhang, Ke, Fu, Zhenqing, Wu, Xiya, Lin, Qingwei, Zhang, Dongmei
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)
Published in 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE) (01.05.2022)
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Conference Proceeding
DeepScaler: Holistic Autoscaling for Microservices Based on Spatiotemporal GNN with Adaptive Graph Learning
Meng, Chunyang, Song, Shijie, Tong, Haogang, Pan, Maolin, Yu, Yang
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
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Conference Proceeding
Who limits the resource efficiency of my datacenter: an analysis of Alibaba datacenter traces
Guo, Jing, Chang, Zihao, Wang, Sa, Ding, Haiyang, Feng, Yihui, Mao, Liang, Bao, Yungang
Published in Proceedings of the International Symposium on Quality of Service (24.06.2019)
Published in Proceedings of the International Symposium on Quality of Service (24.06.2019)
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Conference Proceeding
ZeroBN: Learning Compact Neural Networks For Latency-Critical Edge Systems
Huai, Shuo, Zhang, Lei, Liu, Di, Liu, Weichen, Subramaniam, Ravi
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency
Stojkovic, Jovan, Iliakopoulou, Nikoleta, Xu, Tianyin, Franke, Hubertus, Torrellas, Josep
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud
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
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge
Xu, Jia, Liu, Xiao, Pan, Wuzhen, Li, Xuejun, Yao, Aiting, Yang, Yun
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
Published in IEEE/ACM International Conference on Automated Software Engineering : [proceedings] (11.09.2023)
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Conference Proceeding
Derm: SLA-aware Resource Management for Highly Dynamic Microservices
Chen, Liao, Luo, Shutian, Lin, Chenyu, Mo, Zizhao, Xu, Huanle, Ye, Kejiang, Xu, Chengzhong
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
Published in 2024 ACM/IEEE 51st Annual International Symposium on Computer Architecture (ISCA) (29.06.2024)
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Conference Proceeding
Energy Efficiency Through Architectural Tactics for Self-Adaptive Cloud Systems
Medeiros, Henrique
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (27.04.2025)
Published in Proceedings (IEEE/ACM International Conference on Software Engineering Companion. Online) (27.04.2025)
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Conference Proceeding