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ORCIDBPOE@ASPLOS/VLDB 2014: Salt Lake City, USA / Hangzhou, China
- Jianfeng Zhan, Rui Han, Chuliang Weng:
Big Data Benchmarks, Performance Optimization, and Emerging Hardware - 4th and 5th Workshops, BPOE 2014, Salt Lake City, USA, March 1, 2014 and Hangzhou, China, September 5, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8807, Springer 2014, ISBN 978-3-319-13020-0
Topical Section Headings: Benchmarking
- Rui Han, Xiaoyi Lu, Jiangtao Xu:
On Big Data Benchmarking. 3-18 - Dipti Shankar, Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat S. Islam, Dhabaleswar K. Panda:
A Micro-benchmark Suite for Evaluating Hadoop MapReduce on High-Performance Networks. 19-33 - Qiangqiang Kang, Cheqing Jin, Zhao Zhang, Aoying Zhou:
MemTest: A Novel Benchmark for In-memory Database. 34-46 - Shicai Wang, Ioannis Pandis
, Ibrahim Emam, David Johnson, Florian Guitton, Axel Oehmichen, Yike Guo:
DSIMBench: A Benchmark for Microarray Data Using R. 47-56 - Afsin Akdogan, Hien To, Seon Ho Kim, Cyrus Shahabi:
A Benchmark to Evaluate Mobile Video Upload to Cloud Infrastructures. 57-70 - Huajin Wang, Jianhui Li, Haiming Zhang, Yuanchun Zhou:
Benchmarking Replication and Consistency Strategies in Cloud Serving Databases: HBase and Cassandra. 71-82
Topical Section Headings: Workload Characterization
- Fengfeng Pan, Yinliang Yue, Jin Xiong, Daxiang Hao:
I/O Characterization of Big Data Workloads in Data Centers. 85-97 - Xiajun Wang, Song Huang, Song Fu, Krishna Kavi:
Characterizing Workload of Web Applications on Virtualized Servers. 98-108
Topical Section Headings: Performance Optimization and Evaluation
- Fan Liang, Chen Feng, Xiaoyi Lu, Zhiwei Xu:
Performance Benefits of DataMPI: A Case Study with BigDataBench. 111-123 - Pengfei Chen, Yong Qi, Di Hou, Huachong Sun:
InvarNet-X: A Comprehensive Invariant Based Approach for Performance Diagnosis in Big Data Platform. 124-140 - Kamal Kc, Vincent W. Freeh:
Tuning Hadoop Map Slot Value Using CPU Metric. 141-153 - Yueguo Chen, Xiongpai Qin, Haoqiong Bian, Jun Chen, Zhaoan Dong, Xiaoyong Du, Yanjie Gao, Dehai Liu, Jiaheng Lu, Huijie Zhang:
A Study of SQL-on-Hadoop Systems. 154-166 - Yi Liang, Yufeng Wang, Minglu Fan, Chen Zhang, Yuqing Zhu:
Predoop: Preempting Reduce Task for Job Execution Accelerations. 167-180 - Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael J. Franklin, Ion Stoica:
Record Placement Based on Data Skew Using Solid State Drives. 181-193 - Adrien Devresse, Fabrizio Furano:
Efficient HTTP Based I/O on Very Large Datasets for High Performance Computing with the Libdavix Library. 194-205
Topical Section Headings: Emerging Hardware
- Wei Wei, Dejun Jiang, Jin Xiong, Mingyu Chen:
Exploring Opportunities for Non-volatile Memories in Big Data Applications. 209-220
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