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Scaling Up Transactions with Slower Clocks 使用较慢的时钟扩大交易规模
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638472
P. Ramalhete, Andreia Correia
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引用次数: 0
POSTER: RELAX: Durable Data Structures with Swift Recovery 海报：RELAX：使用 Swift 恢复的持久数据结构
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638469
Almog Zur, Nachshon Cohen, Michal Friedman, E. Petrank
{"title":"POSTER: RELAX: Durable Data Structures with Swift Recovery","authors":"Almog Zur, Nachshon Cohen, Michal Friedman, E. Petrank","doi":"10.1145/3627535.3638469","DOIUrl":"https://doi.org/10.1145/3627535.3638469","url":null,"abstract":"","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"969 ","pages":"475-476"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140446457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Holistic Approach to Automatic Mixed-Precision Code Generation and Tuning for Affine Programs 为仿射程序自动生成和调整混合精度代码的整体方法
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638484
Jinchen Xu, Guanghui Song, Bei Zhou, Fei Li, Jiangwei Hao, Jie Zhao
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引用次数: 0
Practical Hardware Transactional vEB Trees 实用硬件事务 vEB 树
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638504
Mohammad Khalaji, Trevor Brown, Khuzaima S. Daudjee, V. Aksenov
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引用次数: 0
Sparsity in Deep Neural Nets (Keynote) 深度神经网络中的稀疏性（主题演讲）
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638568
N. Shavit
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引用次数: 0
POSTER: Optimizing Sparse Tensor Contraction with Revisiting Hash Table Design 海报：通过重新审视哈希表设计优化稀疏张量收缩
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638500
Guofeng Feng, Weile Jia, Ninghui Sun, Guangming Tan, Jiajia Li
{"title":"POSTER: Optimizing Sparse Tensor Contraction with Revisiting Hash Table Design","authors":"Guofeng Feng, Weile Jia, Ninghui Sun, Guangming Tan, Jiajia Li","doi":"10.1145/3627535.3638500","DOIUrl":"https://doi.org/10.1145/3627535.3638500","url":null,"abstract":"","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"12 6","pages":"457-459"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139958415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Training one DeePMD Model in Minutes: a Step towards Online Learning 在几分钟内培训一个 DeePMD 模型：向在线学习迈出的一步
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638505
Siyu Hu, Tong Zhao, Qiuchen Sha, Enji Li, Xiangyu Meng, Liping Liu, Lin-Wang Wang, Guangming Tan, Weile Jia
{"title":"Training one DeePMD Model in Minutes: a Step towards Online Learning","authors":"Siyu Hu, Tong Zhao, Qiuchen Sha, Enji Li, Xiangyu Meng, Liping Liu, Lin-Wang Wang, Guangming Tan, Weile Jia","doi":"10.1145/3627535.3638505","DOIUrl":"https://doi.org/10.1145/3627535.3638505","url":null,"abstract":"","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"31 1","pages":"257-269"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140447760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
POSTER: Accelerating High-Precision Integer Multiplication used in Cryptosystems with GPUs 海报：利用 GPU 加速密码系统中的高精度整数乘法运算
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638495
Zhuoran Ji, Zhaorui Zhang, Jiming Xu, Lei Ju
{"title":"POSTER: Accelerating High-Precision Integer Multiplication used in Cryptosystems with GPUs","authors":"Zhuoran Ji, Zhaorui Zhang, Jiming Xu, Lei Ju","doi":"10.1145/3627535.3638495","DOIUrl":"https://doi.org/10.1145/3627535.3638495","url":null,"abstract":"","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"106 ","pages":"445-447"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140448514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gallatin: A General-Purpose GPU Memory Manager Gallatin：通用 GPU 内存管理器
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638499
Hunter McCoy, Prashant Pandey
{"title":"Gallatin: A General-Purpose GPU Memory Manager","authors":"Hunter McCoy, Prashant Pandey","doi":"10.1145/3627535.3638499","DOIUrl":"https://doi.org/10.1145/3627535.3638499","url":null,"abstract":"Dynamic memory management is critical for efficiently porting modern data processing pipelines to GPUs. However, building a general-purpose dynamic memory manager on GPUs is challenging due to the massive parallelism and weak memory coherence. Existing state-of-the-art GPU memory managers, Ouroboros and Reg-Eff, employ traditional data structures such as arrays and linked lists to manage memory objects. They build specialized pipelines to achieve performance for a fixed set of allocation sizes and fall back to the CUDA allocator for allocating large sizes. In the process, they lose general-purpose usability and fail to support critical applications such as streaming graph processing. In this paper, we introduce Gallatin, a general-purpose and high-performance GPU memory manager. Gallatin uses the van Emde Boas (vEB) tree data structure to manage memory objects efficiently and supports allocations of any size. Furthermore,wedevelopahighly-concurrentGPUimplemen-tationofthevEBtreewhichcanbebroadlyusedinotherGPU applications.Itsupportsconstanttimeinsertions,deletions, andsuccessoroperationsforagivenmemorysize. Inourevaluation,wecompareGallatinwithstate-of-the-artspecializedallocatorvariants.Gallatinisupto374 × faster onsingle-sizedallocationsandupto264 × fasteronmixed-size allocations than the next-best allocator. In scalability benchmarks, Gallatin is up to 254 × times faster than the next-best allocator as the number of threads increases. For the graph benchmarks, Gallatin is 1 . 5 × faster than the state-of-the-art for bulk insertions, slightly faster for bulk deletions, and is 3 × faster than the next-best allocator for all graph expansion tests.","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"329 ","pages":"364-376"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140448099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
VERLIB: Concurrent Versioned Pointers VERLIB：并发版本控制指针
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming Pub Date : 2024-02-20 DOI: 10.1145/3627535.3638501
G. Blelloch, Yuanhao Wei
{"title":"VERLIB: Concurrent Versioned Pointers","authors":"G. Blelloch, Yuanhao Wei","doi":"10.1145/3627535.3638501","DOIUrl":"https://doi.org/10.1145/3627535.3638501","url":null,"abstract":"","PeriodicalId":286119,"journal":{"name":"ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming","volume":"55 16","pages":"200-214"},"PeriodicalIF":0.0,"publicationDate":"2024-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140446052","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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