Exploiting reuse for gpu subgraph enumeration
WebExploiting Reuse for GPU Subgraph Enumeration. TKDE 2024. First: Fast interactive attributed subgraph matching KDD'17. In-Memory Subgraph Matching: An In-depth Study SIGMOD'2024 website. Efficient … WebNov 3, 2024 · Request PDF Exploiting Reuse for GPU Subgraph Enumeration Subgraph enumeration is important for many applications such as network motif …
Exploiting reuse for gpu subgraph enumeration
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WebExploiting reuse for GPU subgraph enumeration. W Guo, Y Li, KL Tan. IEEE Transactions on Knowledge and Data Engineering, 2024. 10: 2024: River: A real-time influence monitoring system on social media streams. M Sha, Y …
WebJun 25, 2024 · This paper proposes a new approach for GPU-accelerated subgraph enumeration that can efficiently scale to large graphs beyond the GPU memory and achieve significantly better performance than the existing single-machine solutions. 19 PDF View 8 excerpts, cites background EMOGI: Efficient Memory-access for Out-of-memory … WebJun 14, 2024 · GPU-Accelerated Subgraph Enumeration on Partitioned Graphs DOI: 10.1145/3318464.3389699 Conference: SIGMOD/PODS '20: International Conference on Management of Data Authors: Wentian Guo National...
WebDec 17, 2024 · In the multi-GPU setting, G2Miner achieves linear speedups from 1 to 8 GPUs, for various patterns and data graphs. We also show that G2Miner on a V100 GPU is 48.3x and 15.2x faster than the... WebDec 1, 2024 · Exploiting Reuse for GPU Subgraph Enumeration. Transactions on Knowledge and Data Engineering (2024). Google Scholar; Pierre Hansen. 1980. Bicriterion path problems. In Multiple criteria decision making theory and application. 109--127. Google Scholar; Refael Hassin. 1992. Approximation schemes for the restricted shortest path …
WebSubgraph enumeration is important for many applications such as network motif discovery, community detection, and frequent subgraph mining. To accelerate the execution, recent works utilize graphics processing units (GPUs) to parallelize subgraph enumeration. The performances of these parallel schemes are dominated by the set intersection operations …
WebRecent works utilize graphics processing units (GPUs) to parallelize subgraph enumeration, but they can only handle graphs that fit into the GPU memory. In this … fonedog crack torrentWebExploiting Reuse for GPU Subgraph Enumeration. Article. Nov 2024; Wentian Guo; Yuchen Li; Lee T Tan; Subgraph enumeration is important for many applications such as network motif discovery ... eighty-two wkd ltdWebJun 26, 2016 · In this paper, we design and implement a disk-based, single machine parallel subgraph enumeration solution called DualSim that can handle massive graphs without maintaining exponential numbers... fone de ouvido xbox one chat headsetWebNov 3, 2024 · Exploiting Reuse for GPU Subgraph Enumeration. Abstract: Subgraph enumeration is important for many applications such as network motif discovery, … eighty two thousandths in decimalWebWentian Guo, Yuchen Li, and Kian-Lee Tan. Exploiting reuse for gpu subgraph enumeration. IEEE Transactions on Knowledge and Data Engineering, 2024. Google Scholar; Donghee Ha, Mooseop Kim, KyeongDeok Moon, and Chi Yoon Jeong. Accelerating on-device learning with layer-wise processor selection method on unified memory. IEEE … eighty two singaporeWebExploiting Reuse for GPU Subgraph Enumeration. IEEE Transactions on Knowledge and Data Engineering (2024). Mahantesh Halappanavar and Sayan Ghosh. 2024. TriC: Distributed-memory Triangle Counting by Exploiting the Graph Structure. Technical Report. Pacific Northwest National Lab. (PNNL), Richland, WA (United States). CJ Henry and P … eighty two wall muralsWebSubmodular function maximization is central in numerous data science applications, including data summarization, influence maximization, and recommendation. In many of these problems, our goal is... fonedog ios toolkit clone free