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Titlebook: Big Scientific Data Benchmarks, Architecture, and Systems; First Workshop, SDBA Rui Ren,Chen Zheng,Jianfeng Zhan Conference proceedings 201

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发表于 2025-3-26 22:36:03 | 显示全部楼层
A Parallel Solving Algorithm on GPU for the Time-Domain Linear System with Diagonal Sparse Matricesion on GPU for BRCSD is proposed; and (3) for assembling the sparse matrix for BRCSD and the vector efficiently on GPU, a new kernel is suggested. The experimental results have validated the high efficiency and good performance of our proposed algorithm.
发表于 2025-3-27 01:13:59 | 显示全部楼层
GCM-Bench: A Benchmark for RDF Data Management System on Microorganism Datatem, that can execute the testing workloads automatically and monitor the resource utilization. Five RDF data management systems are selected for evaluation on different sizes of data using automatic test system. We think GCM-Bench will help microbiologists and system developers to select their proper RDF data management system.
发表于 2025-3-27 07:37:08 | 显示全部楼层
1865-0929 8, held in Beijing, China, in June 2018..The 10 revised full papers presented were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections on benchmarking; performance optimization; algorithms; big science data framework..978-981-13-5909-5978-981-13-5910-1Se
发表于 2025-3-27 13:14:42 | 显示全部楼层
Christopher Chatfield,Alexander J. Collinsthe type and size of jobs. We introduce a workload-adaptive scheduling configuration (WASC) framework for heterogeneous MapReduce jobs. WASC identifies the optimal configuration for them by reasoning about their performances under different configurations.
发表于 2025-3-27 14:24:32 | 显示全部楼层
WASC: Adapting Scheduler Configurations for Heterogeneous MapReduce Workloadsthe type and size of jobs. We introduce a workload-adaptive scheduling configuration (WASC) framework for heterogeneous MapReduce jobs. WASC identifies the optimal configuration for them by reasoning about their performances under different configurations.
发表于 2025-3-27 19:46:07 | 显示全部楼层
https://doi.org/10.1007/978-3-662-02691-5tem, that can execute the testing workloads automatically and monitor the resource utilization. Five RDF data management systems are selected for evaluation on different sizes of data using automatic test system. We think GCM-Bench will help microbiologists and system developers to select their proper RDF data management system.
发表于 2025-3-28 00:32:55 | 显示全部楼层
https://doi.org/10.1007/978-1-4899-3184-9etrics which we evaluated including user-observed metrics (workload execution time), system metrics (CPU utilization, I/O wait ratio and memory bandwith) and micro-architecture metrics (IPC, cache miss and branch misprediction ratio). The experiment results show that gStore performs better in comple
发表于 2025-3-28 06:11:07 | 显示全部楼层
The Optimum Number of Latent Variables,sequence, then it is a candidate anomaly. And the subsequences of the same string represent a kind of normal behavior. Secondly, similarity threshold is calculated according to the similarity between normal behaviors. If the similarity between a candidate anomaly and its nearest neighbor is lower th
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