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Exploring Performance and Cost Optimization with ASIC-Based CXL Memory
As memory-intensive applications continue to drive the need for advanced architectural solutions, Compute Express Link (CXL) has risen …
Yupeng Tang, Ping Zhou, Wenhui Zhang, Henry Hu, Qirui Yang, Hao Xiang, Tongping Liu, Jiaxin Shan, Ruoyun Huang, Cheng Zhao, Cheng Chen, Hui Zhang, Fei Liu, Shuai Zhang, Xiaoning Ding, Jianjun Chen
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SHEPHERD: Serving DNNs in the Wild
Model serving systems observe massive volumes of inference requests for many emerging interactive web services. These systems need to …
Hong Zhang, Yupeng Tang, Anurag Khandelwal, Ion Stoica
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Jiffy: Elastic Far-Memory for Stateful Serverless Analytics
Stateful serverless analytics can be enabled using a remote memory system for inter-task communication, and for storing and exchanging …
Anurag Khandelwal, Yupeng Tang, Rachit Agarwal, Aditya Akella, Ion Stoica
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Caerus: NIMBLE Task Scheduling for Serverless Analytics
Hong Zhang, Yupeng Tang, Anurag Khandelwal, Jingrong Chen, Ion Stoica
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MIND: In-Network Memory Management for Disaggregated Data Centers
Memory disaggregation promises transparent elasticity, high resource utilization and hardware heterogeneity in data centers by …
Seung-seob Lee, Yanpeng Yu, Yupeng Tang, Anurag Khandelwal, Lin Zhong, Abhishek Bhattacharjee
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