By Guojun Wang, Albert Zomaya, Gregorio Martinez, Kenli Li

This 4 quantity set LNCS 9528, 9529, 9530 and 9531 constitutes the refereed court cases of the fifteenth overseas convention on Algorithms and Architectures for Parallel Processing, ICA3PP 2015, held in Zhangjiajie, China, in November 2015.

The 219 revised complete papers awarded including seventy seven workshop papers in those 4 volumes have been conscientiously reviewed and chosen from 807 submissions (602 complete papers and 205 workshop papers). the 1st quantity includes the subsequent subject matters: parallel and allotted architectures; allotted and network-based computing and net of items and cyber-physical-social computing. the second one quantity includes subject matters akin to tremendous facts and its functions and parallel and dispensed algorithms. the themes of the 3rd quantity are: functions of parallel and disbursed computing and repair dependability and protection in disbursed and parallel structures. The coated themes of the fourth quantity are: software program structures and programming types and function modeling and evaluation.

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300 PCG FT-PCG Executing Time 250 200 150 100 50 0 1 2 4 8 16 32 64 128 256 512 1024 2048 4096 8192 Number of Nodes Fig. 7. PCG timing overheads for fault-tolerance while no failure occurs during the computation For comparison, the current FT-Offload was used on another two application. One was frequently used in the study of nanoscale physical phenomena molecular dynamics (MD) simulation program which was poor on load balance while running on supercomputers. In this way, the size of checkpoint on one node may differ from the size of checkpoint on the others.

Yanbo Lu, Jie Hao, Xin-Ji Liu, and Shu-Tao Xia 358 Design Efficient In-Database Video Storage Approach by Learning from Performance Evaluation of BLOB . . . . . . . . . . . . . . Hui Li, Mei Chen, Zhenyu Dai, Ming Zhu, and Menglin Huang 372 Skyline Query on Anti-correlated Distributions: From the Perspective of Spatial Index . . . . . . . . . . . . . . . . . . . . . . Jinchao Zhang, Dong Zhang, Bo Yu, Bo Li, Weiping Wang, and Dan Meng PNSICC: A Novel Parallel Network Security Inspection Mechanism Based on Cloud Computing .

The experimental results show that the MC-RAIS scheme outperforms the fix-chunk-size RAIS schemes by more than 50 %. Moreover, the MC-RAIS scheme also significantly reduces the performance variability simultaneously. More specifically, this paper makes the following contributions: (1) To the best of our knowledge, MC-RAIS is the first study to evaluate the impact of the chunk size on the performance of RAIS system. (2) MC-RAIS fully exploits the parallelism characteristics of SSDs in RAIS to improve the RAIS performance and alleviate the GC impact on the performance variability.

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