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2016

Big Data Benchmarking - 6th International Workshop, WBDB 2015, Toronto, ON, Canada, June 16-17, 2015 and 7th International Workshop, WBDB 2015, New Delhi, India, December 14-15, 2015, Revised Selected PapersTilmann Rabl, Raghunath Nambiar, Chaitanya K. Baru, Milind A. Bhandarkar, Meikel Poess, Saumyadipta Pyne, editors, Volume 10044 of Lecture Notes in Computer Science, Springer, 2016. [doi]

2015

Big Data, Simulations and HPC ConvergenceGeoffrey C. Fox, Judy Qiu, Shantenu Jha, Saliya Ekanayake, Supun Kamburugamuve. wbdb 2016: 3-17 [doi]

Performance Evaluation of Spark SQL Using BigBenchTodor Ivanov, Max-Georg Beer. wbdb 2016: 96-116 [doi]

Towards a General Array Database Benchmark: Measuring Storage AccessGeorge Merticariu, Dimitar Misev, Peter Baumann 0001. wbdb 2016: 40-67 [doi]

ALOJA: A Benchmarking and Predictive Platform for Big Data Performance AnalysisNicolás Poggi, Josep Lluis Berral, David N. Carrera. wbdb 2016: 71-84 [doi]

Big Data Benchmarking - 5th International Workshop, WBDB 2014, Potsdam, Germany, August 5-6, 2014, Revised Selected PapersTilmann Rabl, Kai Sachs, Meikel Poess, Chaitanya K. Baru, Hans-Arno Jacobsen, editors, Volume 8991 of Lecture Notes in Computer Science, Springer, 2015. [doi]

Benchmarking the Availability and Fault Tolerance of CassandraMarten Rosselli, Raik Niemann, Todor Ivanov, Karsten Tolle, Roberto V. Zicari. wbdb 2016: 87-95 [doi]

Benchmarking Fast-Data Platforms for the Aadhaar Biometric DatabaseYogesh L. Simmhan, Anshu Shukla, Arun Verma. wbdb 2016: 21-39 [doi]

Accelerating BigBench on HadoopYan Tang, Gowda Bhaskar, Jack Chen, Xin Hao, Yi Zhou, Yi Yao, Lifeng Wang. wbdb 2016: 117-127 [doi]

2014

The Emergence of Modified Hadoop Online-Based MapReduce Technology in Cloud EnvironmentsShaikh Muhammad Allayear, Md. Salahuddin, Delwar Hossain, Sung Soon Park. wbdb 2015: 73-86 [doi]

And All of a Sudden: Main Memory Is Less Expensive Than DiskMartin Boissier, Carsten Meyer, Matthias Uflacker, Christian Tinnefeld. wbdb 2015: 132-144 [doi]

An Approach to Benchmarking Industrial Big Data ApplicationsUmeshwar Dayal, Chetan Gupta, Ravigopal Vennelakanti, Marcos R. Vieira, Song Wang. wbdb 2015: 45-60 [doi]

Benchmarking SQL-on-Hadoop Systems: TPC or Not TPC?Avrilia Floratou, Fatma Özcan, Berni Schiefer. wbdb 2015: 63-72 [doi]

BW-EML SAP Standard Application BenchmarkHeiko Gerwens, Tobias Kutning. wbdb 2015: 12-23 [doi]

Towards Benchmarking IaaS and PaaS Clouds for Graph AnalyticsAlexandru Iosup, Mihai Capota, Tim Hegeman, Yong Guo, Wing Lung Ngai, Ana Lucia Varbanescu, Merijn Verstraaten. wbdb 2015: 109-131 [doi]

Benchmarking Virtualized Hadoop ClustersTodor Ivanov, Roberto V. Zicari, Alejandro P. Buchmann. wbdb 2015: 87-98 [doi]

Benchmarking Internet of Things SolutionsAshok Joshi, Raghunath Nambiar, Michael Brey. wbdb 2015: 29-36 [doi]

Benchmarking Big Data Systems: Introducing TPC Express Benchmark HSRaghunath Nambiar. wbdb 2015: 24-28 [doi]

FoodBroker - Generating Synthetic Datasets for Graph-Based Business AnalyticsAndré Petermann, Martin Junghanns, Robert Müller, Erhard Rahm. wbdb 2015: 145-155 [doi]

Towards a Complete BigBench ImplementationTilmann Rabl, Michael Frank, Manuel Danisch, Bhaskar Gowda, Hans-Arno Jacobsen. wbdb 2015: 3-11 [doi]

Advancing Big Data Benchmarks - Proceedings of the 2013 Workshop Series on Big Data Benchmarking, WBDB.cn, Xi'an, China, July 16-17, 2013 and WBDB.us, San José, CA, USA, October 9-10, 2013 Revised Selected PapersTilmann Rabl, Hans-Arno Jacobsen, Nambiar Raghunath, Meikel Poess, Milind Bhandarkar, Chaitanya K. Baru, editors, Volume 8585 of Lecture Notes in Computer Science, Springer, 2014. [doi]

Specifying Big Data Benchmarks - First Workshop, WBDB 2012, San Jose, CA, USA, May 8-9, 2012, and Second Workshop, WBDB 2012, Pune, India, December 17-18, 2012, Revised Selected PapersTilmann Rabl, Meikel Poess, Chaitanya K. Baru, Hans-Arno Jacobsen, editors, Volume 8163 of Lecture Notes in Computer Science, Springer, 2014. [doi]

PopulAid: In-Memory Test Data GenerationRalf Teusner, Michael Perscheid, Malte Appeltauer, Jonas Enderlein, Thomas Klingbeil, Michael Kusber. wbdb 2015: 101-108 [doi]

Benchmarking Elastic Query Processing on Big DataDimitri Vorona, Florian Funke, Alfons Kemper, Thomas Neumann 0001. wbdb 2015: 37-44 [doi]

2013

WGB: Towards a Universal Graph BenchmarkKhaled Ammar, M. Tamer Özsu. wbdb 2014: 58-72 [doi]

MPP SQL Engines: Architectural Choices and Their Implications on BenchmarkingRavi Chandran, K. T. Sridhar, M. A. Sakkeer. wbdb 2014: 179-192 [doi]

A BigBench Implementation in the Hadoop EcosystemBadrul Chowdhury, Tilmann Rabl, Pooya Saadatpanah, Jiang Du, Hans-Arno Jacobsen. wbdb 2014: 3-18 [doi]

A Mid-Flight Synopsis of the BG Social Networking BenchmarkShahram Ghandeharizadeh, Sumita Barahmand. wbdb 2014: 19-31 [doi]

Large-Scale Chinese Cross-Document Entity Disambiguation and Information FusionXiaoge Li, Sugang Ma, Xiaohui Zhou. wbdb 2014: 105-119 [doi]

A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance NetworksXiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Dhabaleswar K. Panda. wbdb 2014: 32-42 [doi]

BDGS: A Scalable Big Data Generator Suite in Big Data BenchmarkingZijian Ming, Chunjie Luo, Wanling Gao, Rui Han, Qiang Yang, Lei Wang, Jianfeng Zhan. wbdb 2014: 138-154 [doi]

Towards an Industry Standard for Benchmarking Big Data SystemsRaghunath Nambiar. wbdb 2014: 193-201 [doi]

Big Data Operations: Basis for Benchmarking a Data GridArcot Rajasekar, Reagan Moore, Shu Huang, Yufeng Xin. wbdb 2014: 123-137 [doi]

HcBench: Methodology, Development, and Full-System Characterization of a Customer Usage Representative Big Data/Hadoop BenchmarkVikram A. Saletore, Karthik Krishnan, Vish Viswanathan, Matthew E. Tolentino. wbdb 2014: 73-93 [doi]

Big Data Cloud-Based Advisory SystemVladimir Suvorov. wbdb 2014: 171-178 [doi]

Experience from Hadoop Benchmarking with HiBench: From Micro-Benchmarks Toward End-to-End PipelinesLan Yi, Jinquan Dai. wbdb 2014: 43-48 [doi]

A Multidimensional OLAP Engine Implementation in Key-Value Database SystemsHongwei Zhao, Xiaojun Ye. wbdb 2014: 155-170 [doi]

Big Data Benchmark - Big DSJun-Ming Zhao, Wen-Shuan Wang, Xian Liu, You-Fu Chen. wbdb 2014: 49-57 [doi]

Big Data Workloads Drawn from Real-Time Analytics Scenarios Across Three Deployed SolutionsTao Zhong, Kshitij A. Doshi, Xi Tang, Ting Lou, Zhongyan Lu, Hong Li. wbdb 2014: 97-104 [doi]

2012

Towards a Systematic Benchmark for Array Database SystemsPeter Baumann, Heinrich Stamerjohanns. wbdb 2014: 94-102 [doi]

From TPC-C to Big Data Benchmarks: A Functional Workload ModelYanpei Chen, Francois Raab, Randy H. Katz. wbdb 2014: 28-43 [doi]

Processing Big Events with Showers and StreamsChristoph Doblander, Tilmann Rabl, Hans-Arno Jacobsen. wbdb 2014: 60-71 [doi]

Big Data Provenance: Challenges and Implications for BenchmarkingBoris Glavic. wbdb 2014: 72-80 [doi]

Generating Large-Scale Heterogeneous Graphs for BenchmarkingAmarnath Gupta. wbdb 2014: 113-128 [doi]

A Micro-benchmark Suite for Evaluating HDFS Operations on Modern ClustersNusrat Sharmin Islam, Xiaoyi Lu, Md. Wasi-ur-Rahman, Jithin Jose, Dhabaleswar K. Panda. wbdb 2014: 129-147 [doi]

The Implications of Diverse Applications and Scalable Data Sets in Benchmarking Big Data SystemsZhen Jia, Runlin Zhou, Chunge Zhu, Lei Wang, Wanling Gao, Yingjie Shi, Jianfeng Zhan, Lixin Zhang. wbdb 2014: 44-59 [doi]

Data Management - A Look Back and a Look AheadRaghunath Nambiar, Ramesh Chitor, Ashok Joshi. wbdb 2014: 11-19 [doi]

TPC's Benchmark Development Model: Making the First Industry Standard Benchmark on Big Data a SuccessMeikel Poess. wbdb 2014: 1-10 [doi]

Big Data GenerationTilmann Rabl, Hans-Arno Jacobsen. wbdb 2014: 20-27 [doi]

BigBench Specification V0.1 - BigBench: An Industry Standard Benchmark for Big Data AnalyticsTilmann Rabl, Ahmad Ghazal, Minqing Hu, Alain Crolotte, Francois Raab, Meikel Poess, Hans-Arno Jacobsen. wbdb 2014: 164-201 [doi]

Benchmarking Spatial Big DataShashi Shekhar, Michael R. Evans, Viswanath Gunturi, KwangSoo Yang, Daniel Cintra Cugler. wbdb 2014: 81-93 [doi]

Unleashing Semantics of Research DataFlorian Stegmaier, Christin Seifert, Roman Kern, Patrick Höfler, Sebastian Bayerl, Michael Granitzer, Harald Kosch, Stefanie N. Lindstaedt, Belgin Mutlu, Vedran Sabol, Kai Schlegel, Stefan Zwicklbauer. wbdb 2014: 103-112 [doi]

Assessing the Performance Impact of High-Speed Interconnects on MapReduceYandong Wang, Yizheng Jiao, Cong Xu, Xiaobing Li, Teng Wang, Xinyu Que, Cristian Cira, Bin Wang, Zhuo Liu, Bliss Bailey, Weikuan Yu. wbdb 2014: 148-163 [doi]

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