Accepted Papers

The IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2017)
one day during December 11-14, 2017, Boston, MA, USA
at the IEEE Big Data 2017 Conference (IEEE BigData 2017)

1Imbalance in the Cloud: an Analysis on Alibaba Cluster TraceChengzhi Lu, Kejiang Ye, Guoyao Xu, Cheng-Zhong Xu, and Tongxin BaiSlides
2A Performance Study of Big Data Analytics PlatformsPouria Pirzadeh, Michael Carey, and Till WestmannSlides
3Plug and Play Bench : Simplifying Big Data Benchmarking Using ContainersSheriffo Ceesay, Dr. Adam Barker, and Dr. Blesson VargheseSlides
4Quantifying Volume, Velocity, and Variety to support (Big) Data-Intensive Application DevelopmentRustem Dautov and Salvatore DistefanoSlides
5A Comparison of Big Data Application Programming Approaches: A Travel Companion Case StudyPei Guo, Jianwu Wang, and Zhiyuan ChenSlides
6A Performance Study of AsterixDBMichael Carey and Keren OuaknineSlides
7A Novel Compression Algorithm Decision Method for Spark Shuffle ProcessHuang Shanshan, Liao Husheng, Xu Jungang, and Liu RenfengSlides
8Tula: A Disk Latency Aware Balancing and Block Placement Strategy for HadoopJanakiram Dharanipragada, Srikant Padala, Balaji Kammili, and Vikram KumarSlides
9ECL-Watch: A Big Data Application Performance Tuning Tool in the HPCC Systems PlatformLili Xu, Edin Muharemagic, Flavio Villanustre, and Amy AponSlides
10Towards Online Graph Processing with Spark StreamingTariq Abughofa and Farhana ZulkernineSlides
11Schema Design Support for Semi-Structured Data: Finding the Sweet Spot between NF and De-NFVincent Reniers, Dimitri Van Landuyt, Ansar Rafique, and Wouter JoosenSlides
12Enhancing the MapReduce Training of BP Neural Networks Based on Local Weight Matrix EvolutionWanghu Chen, Xintian Li, Jing Li, and Jianwu WangSlides
13Finding the Best Box-Cox Transformation from Massive Datasets on SparkBaijian Yang, Tonglin Zhang, and Huayi FangSlides
14SUDS: System for Uncertainty Decision SupportMaaike de Boer, Barry Nouwt, and Michael van BekkumSlides
15Adaptive Scalable Pipelines for Political Event Data GenerationYan Liang, Andy Halterman, Phanindra Jalla, Solaimani Mohiuddin, Manar Landis, Jill Irvine, and Christan GrantSlides
16Scaling Point Set Registration in 3D across Thread Counts on Multicore and Hardware Accelerator Platforms through Autotuning for Large Scale Analysis of Scientific Point CloudsPiotr Luszczek, Jakub Kurzak, Ichitaro Yamazaki, David Keffer, and Jack DongarraSlides
17Big Data processing: Is there a framework suitable for Economist and StatisticiansGiuseppe Bruno, Demetrio Condello, Alberto Falzone, and Andrea LucianiSlides
18CloudEC: A MapReduce-based Algorithm for Correcting Errors in Next-generation Sequencing Big DataWei-Chun Chung, Jan-Ming Ho, Chung-Yen Lin, and D. T. LeeSlides
19Efficient Incremental Data Analytics with Apache SparkSina Gholamian, Wojciech Golab, and Paul A. S. WardSlides
20Performance Evaluation of Multiple Sports Player Tracking System Based on Graph OptimizationYuri Nishikawa, Hitoshi Sato, and Jun OzawaSlides