Search Results - Distributed computing and systems software

Performance optimization, modeling and analysis of sparse matrix-matrix products on multi-core and many-core processors by Nagasaka, Yusuke, Matsuoka, Satoshi, Azad, Ariful, Buluç, Aydın

“…Sparse matrix-matrix multiplication (SpGEMM) is a computational primitive that is widely used in areas ranging from traditional numerical applications to…”
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YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification by Benaissa, Brahim, Hocine, Nourredine Aït, Khatir, Samir, Riahi, Mohamed Kamel, Mirjalili, Seyedali

“…This paper proposes a new metaheuristic algorithm with a search space reduction capability guided by simple formalism. The search population focuses partially…”
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Low-Dimensional Palladium on Graphite-on-Paper Substrate for Hydrogen Sensing by Wang, Boyi, Hashishin, Takeshi, Dao, Dzung Viet, Zhu, Yong

“…To stabilize the detection signal of palladium-based hydrogen sensors on paper substrates, a graphite intermediate layer was painted on the surface of paper…”
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Toward a Continuous Intravascular Glucose Monitoring System by Beier, Brooke, Musick, Katherine, Matsumoto, Akira, Panitch, Alyssa, Nauman, Eric, Irazoqui, Pedro

“…Proof-of-concept studies that display the potential of using a glucose-sensitive hydrogel as a continuous glucose sensor are presented. The swelling ratio,…”
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Transmission Sensitivities of Contact Ultrasonic Transducers and Their Applications by Kanji Ono, Hideo Cho, Hartmut Vallen, Robert T. M’Closkey

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EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge by 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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AARC: Automated Affinity-aware Resource Configuration for Serverless Workflows by 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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DeepScaler: Holistic Autoscaling for Microservices Based on Spatiotemporal GNN with Adaptive Graph Learning by 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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MRCA: Metric-level Root Cause Analysis for Microservices via Multi-Modal Data by Wang, Yidan, Zhu, Zhouruixing, Fu, Qiuai, Ma, Yuchi, He, Pinjia

“…Due to the complexity and dynamic nature of large-scale microservice systems, manual troubleshooting is time-consuming and impractical…”
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Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems by 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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Revamping Sampling-Based PGO with Context-Sensitivity and Pseudo-instrumentation by He, Wenlei, Yu, Hongtao, Wang, Lei, Oh, Taewook

“…The ever increasing scale of modern data center demands more effective optimizations, as even a small percentage of performance improvement can result in a…”
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ADAMAS: Adaptive Domain-Aware Performance Anomaly Detection in Cloud Service Systems by Gu, Wenwei, Gu, Jiazhen, Liu, Jinyang, Chen, Zhuangbin, Zhang, Jianping, Kuang, Jinxi, Feng, Cong, Yang, Yongqiang, Lyu, Michael R.

“…, a detected anomaly may not have an actual impact on system performance or user experience. To address these challenges, we propose ADAMAS, an adaptive AutoML-based…”
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ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models by 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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DaDianNao: A Machine-Learning Supercomputer by Yunji Chen, Tao Luo, Shaoli Liu, Shijin Zhang, Liqiang He, Jia Wang, Ling Li, Tianshi Chen, Zhiwei Xu, Ninghui Sun, Temam, Olivier

“…Many companies are deploying services, either for consumers or industry, which are largely based on machine-learning algorithms for sophisticated processing of…”
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Derm: SLA-aware Resource Management for Highly Dynamic Microservices by 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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Invited: Caching in Automated Data Centric Vehicles for Edge Computing Scenarios by 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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Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion by Duan, Chiming, Yang, Yong, Jia, Tong, Liu, Guiyang, Liu, Jinbu, Zhang, Huxing, Zhou, Qi, Li, Ying, Huang, Gang

“…Accurately diagnosing the fault that causes the failure is crucial for maintaining the reliability of a microservice system after a failure occurs…”
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Adaptive REST API Testing with Reinforcement Learning by Kim, Myeongsoo, Sinha, Saurabh, Orso, Alessandro

“…Modern web services increasingly rely on REST APIs. Effectively testing these APIs is challenging due to the vast search space to be explored, which involves…”
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Fidelity of Cloud Emulators: The Imitation Game of Testing Cloud-Based Software by Mazhar, Anna, Alam, Saad Sher, Zheng, William X., Chen, Yinfang, Nath, Suman, Xu, Tianyin

“…Modern software projects have been increasingly using cloud services as important components…”
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SmartOClock: Workload- and Risk-Aware Overclocking in the Cloud by 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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