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检索条件"任意字段=Proceedings of the ACM Symposium on Principles of Distributed Computing"
4472 条 记 录,以下是181-190 订阅
排序:
Customized EdgeCloudSim: Enhanced Mobility and Network Models for Urban Vehicular Edge computing  28
Customized EdgeCloudSim: Enhanced Mobility and Network Model...
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28th IEEE/acm International symposium on distributed Simulation and Real Time Applications, DS-RT 2024
作者: Ali, Nawaz Caliciuri, Giuseppe Gravina, Raffaele De Rango, Floriano Aloi, Gianluca Fortino, Giancarlo University of Calabria DIMES CS Rende Italy
An important challenge in edge computing service management is maintaining good quality of service and low latency for end-users. Edge services must be hosted near the end user, necessitating sophisticated management ... 详细信息
来源: 评论
The Gap Between Serverless Research and Real -world Systems  14
The Gap Between Serverless Research and Real -world Systems
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14th Annual acm symposium on Cloud computing (SoCC)
作者: Liu, Qingyuan Du, Dong Xia, Yubin Zhang, Ping Chen, Haibo Shanghai Jiao Tong Univ Inst Parallel & Distributed Syst Shanghai Peoples R China Engn Res Ctr Domain Specif Operating Syst MoE Shanghai Peoples R China Shanghai AI Lab Shanghai Peoples R China Huawei Cloud Shenzhen Peoples R China
With the emergence of the serverless computing paradigm in the cloud, researchers have explored many challenges of serverless systems and proposed solutions such as snapshot-based booting. However, we have noticed tha... 详细信息
来源: 评论
PROPACK: Executing Concurrent Serverless Functions Faster and Cheaper  23
PROPACK: Executing Concurrent Serverless Functions Faster an...
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32nd International symposium on High-Performance Parallel and distributed computing (HPDC) part of the acm Federated computing Research Conference (FCRC)
作者: Basu, Rohan Patel, Tirthak Liew, Richmond Babuji, Yadu Nand Chard, Ryan Tiwari, Devesh Northeastern Univ Boston MA 02115 USA Rice Univ Houston TX 77251 USA Argonne Natl Lab Argonne IL 60439 USA
The serverless computing model has been on the rise in recent years due to a lower barrier to entry and elastic scalability. However, our experimental evidence suggests that multiple serverless computing platforms suf... 详细信息
来源: 评论
distributed Training of Large Language Models on AWS Trainium  15
Distributed Training of Large Language Models on AWS Trainiu...
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15th Annual acm symposium on Cloud computing, SoCC 2024
作者: Fu, Xinwei Zhang, Zhen Fan, Haozheng Huang, Guangtai El-Shabani, Mohammad Huang, Randy Solanki, Rahul Wu, Fei Diamant, Ron Wang, Yida Amazon Web Services United States
Large language models (LLMs) are ubiquitously powerful but prohibitively expensive to train, often requiring thousands of compute devices, typically GPUs. To reduce the cost of training LLMs for customers, Amazon Web ... 详细信息
来源: 评论
ParaGAN: A Scalable distributed Training Framework for Generative Adversarial Networks  15
ParaGAN: A Scalable Distributed Training Framework for Gener...
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15th Annual acm symposium on Cloud computing, SoCC 2024
作者: Shi, Ziji Li, Jialin You, Yang National University of Singapore Singapore Singapore
Recent advances in Generative Artificial Intelligence have fueled numerous applications, particularly those involving Generative Adversarial Networks (GANs), which are essential for synthesizing realistic photos and v... 详细信息
来源: 评论
LatenSeer: Causal Modeling of End-to-End Latency Distributions by Harnessing distributed Tracing  14
LatenSeer: Causal Modeling of End-to-End Latency Distributio...
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14th Annual acm symposium on Cloud computing (SoCC)
作者: Zhang, Yazhuo Isaacs, Rebecca Yue, Yao Yang, Juncheng Zhang, Lei Vigfusson, Ymir Emory Univ Atlanta GA 30322 USA Amazon Web Serv Seattle WA USA IOP Syst San Francisco CA USA Carnegie Mellon Univ Pittsburgh PA 15213 USA Princeton Univ Princeton NJ 08544 USA Keystrike Atlanta GA USA
End-to-end latency estimation in web applications is crucial for system operators to foresee the effects of potential changes, helping ensure system stability, optimize cost, and improve user experience. However, esti... 详细信息
来源: 评论
The Landscape of distributed Complexities on Trees and Beyond  22
The Landscape of Distributed Complexities on Trees and Beyon...
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acm symposium on principles of distributed computing (PODC)
作者: Grunau, Christoph Rozhon, Vaclav Brandt, Sebastian Swiss Fed Inst Technol Zurich Switzerland CISPA Helmholtz Ctr Informat Secur Saarbrucken Germany
We study the local complexity landscape of locally checkable labeling (LCL) problems on constant-degree graphs with a focus on complexities below log* n. Our contribution is threefold: (1) Our main contribution is tha... 详细信息
来源: 评论
'Do I Have to Take This Class?': A Review of Ethics Requirements in Computer Science Curricula  2025
'Do I Have to Take This Class?': A Review of Ethics Requirem...
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56th Technical symposium on Computer Science Education
作者: Weichert, James Kim, Dayoung Zhu, Qin Eldardiry, Hoda Virginia Tech Blacksburg VA 24061 USA
ABET criteria for accreditation of undergraduate computer science (CS) degrees require universities to cover within their curricula topics including "local and global impacts of computing solutions on individuals... 详细信息
来源: 评论
POSTER: Efficient All-reduce for distributed DNN Training in Optical Interconnect Systems  28
POSTER: Efficient All-reduce for Distributed DNN Training in...
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28th acm SIGPLAN Annual symposium on principles and Practice of Parallel Programming, PPoPP 2023
作者: Dai, Fei Chen, Yawen Huang, Zhiyi Zhang, Haibo Zhang, Fangfang University of Otago Dunedin New Zealand Qilu University of Technology Jinan China
All-reduce is the crucial communication primitive to reduce model parameters in distributed Deep Neural Networks (DNN) training. Most existing all-reduce algorithms are designed for traditional electrical interconnect... 详细信息
来源: 评论
Near-Lossless Gradient Compression for Data-Parallel distributed DNN Training  15
Near-Lossless Gradient Compression for Data-Parallel Distrib...
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15th Annual acm symposium on Cloud computing, SoCC 2024
作者: Li, Xue Guo, Cheng Qian, Kun Zhang, Menghao Yang, Mengyu Xu, Mingwei Alibaba Group China Tsinghua University China Unaffiliated
Data parallelism has become a cornerstone in scaling up the training of deep neural networks (DNNs). However, the communication overhead associated with synchronizing gradients across multiple nodes has emerged as a s... 详细信息
来源: 评论