Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect von Li, Ang, Song, Shuaiwen Leon, Chen, Jieyang, Li, Jiajia, Liu, Xu, Tallent, Nathan R., Barker, Kevin J.

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TeGraph+: Scalable Temporal Graph Processing Enabling Flexible Edge Modifications von Huan, Chengying, Liu, Yongchao, Zhang, Heng, Liu, Hang, Chen, Shiyang, Song, Shuaiwen Leon, Wu, Yanjun

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Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co-Design von Zhang, Xingyao, Fu, Xin, Zhuang, Donglin, Xie, Chenhao, Song, Shuaiwen Leon

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Enabling High-Efficient ReRAM-based CNN Training via Exploiting Crossbar-Level Insignificant Writing Elimination von Wang, Lening, Wan, Qiyu, Ma, Peixun, Wang, Jing, Chen, Minsong, Song, Shuaiwen Leon, Fu, Xin

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Detecting Performance Variance for Parallel Applications Without Source Code von Zhai, Jidong, Zheng, Liyan, Zhang, Feng, Tang, Xiongchao, Wang, Haojie, Yu, Teng, Jin, Yuyang, Song, Shuaiwen Leon, Chen, Wenguang

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Data Fusion in Infrastructure-Augmented Autonomous Driving System: Why? Where? and How? von Wang, Jianda, Wang, Zhendong, Yu, Bo, Tang, Jie, Song, Shuaiwen Leon, Liu, Cong, Hu, Yang

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Speeding up Collective Communications Through Inter-GPU Re-Routing von Ranganath, Kiran, Abdolrashidi, AmirAli, Song, Shuaiwen Leon, Wong, Daniel

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Enabling Efficient Real-Time Calibration on Cloud Quantum Machines von Liu, Yiding, Li, Zedong, Robertson, Alan, Fu, Xin, Song, Shuaiwen Leon

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Energy-Efficient GPU L2 Cache Design Using Instruction-Level Data Locality Similarity von Tan, Jingweijia, Yan, Kaige, Song, Shuaiwen Leon, Fu, Xin

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Scalable Energy Efficiency with Resilience for High Performance Computing Systems: A Quantitative Methodology von Tan, Li, Chen, Zizhong, Song, Shuaiwen Leon

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Shift-BNN: Highly-Efficient Probabilistic Bayesian Neural Network Training via Memory-Friendly Pattern Retrieving von Wan, Qiyu, Xia, Haojun, Zhang, Xingyao, Wang, Lening, Shuaiwen Leon Song, Fu, Xin

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MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers von Ranganath, Kiran, Suetterlein, Joshua D, Manzano, Joseph B, Shuaiwen Leon Song, Wong, Daniel

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HEAT: A Highly Efficient and Affordable Training System for Collaborative Filtering Based Recommendation on CPUs von Zhang, Chengming, Smith, Shaden, Sun, Baixi, Tian, Jiannan, Soifer, Jonathan, Yu, Xiaodong, Shuaiwen Leon Song, He, Yuxiong, Tao, Dingwen

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TSM2X: High-performance tall-and-skinny matrix–matrix multiplication on GPUs von Rivera, Cody, Chen, Jieyang, Xiong, Nan, Zhang, Jing, Song, Shuaiwen Leon, Tao, Dingwen

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TSM2X: High-Performance Tall-and-Skinny Matrix-Matrix Multiplication on GPUs von Rivera, Cody, Chen, Jieyang, Xiong, Nan, Shuaiwen Leon Song, Tao, Dingwen

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Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity von Xia, Haojun, Zheng, Zhen, Li, Yuchao, Zhuang, Donglin, Zhou, Zhongzhu, Qiu, Xiafei, Li, Yong, Lin, Wei, Song, Shuaiwen Leon

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Toward Efficient Interactions between Python and Native Libraries von Tan, Jialiang, Chen, Yu, Liu, Zhenming, Ren, Bin, Shuaiwen Leon Song, Shen, Xipeng, Liu, Xu

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COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression von Jin, Sian, Zhang, Chengming, Jiang, Xintong, Feng, Yunhe, Guan, Hui, Li, Guanpeng, Song, Shuaiwen Leon, Tao, Dingwen

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Q-VR: System-Level Design for Future Mobile Collaborative Virtual Reality von Xie, Chenhao, Xie, Li, Hu, Yang, Peng, Huwan, Taylor, Michael, Shuaiwen Leon Song

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OpenFold: retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization von Ahdritz, Gustaf, Bouatta, Nazim, Floristean, Christina, Kadyan, Sachin, Xia, Qinghui, Gerecke, William, O’Donnell, Timothy J., Berenberg, Daniel, Fisk, Ian, Zanichelli, Niccolò, Zhang, Bo, Nowaczynski, Arkadiusz, Wang, Bei, Stepniewska-Dziubinska, Marta M., Zhang, Shang, Ojewole, Adegoke, Guney, Murat Efe, Biderman, Stella, Watkins, Andrew M., Ra, Stephen, Lorenzo, Pablo Ribalta, Nivon, Lucas, Weitzner, Brian, Ban, Yih-En Andrew, Chen, Shiyang, Zhang, Minjia, Li, Conglong, Song, Shuaiwen Leon, He, Yuxiong, Sorger, Peter K., Mostaque, Emad, Zhang, Zhao, Bonneau, Richard, AlQuraishi, Mohammed

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