路璐：MaxCompute基于BigBench标准的最新测试进展（10页）.pdf

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1、MaxCompute基于BigBench标准的最新测试进展阿里云技术专家路璐MaxCompute 2.0Disclaimer:the BigBench kit used by these performance tests is derived from TPCx-BigBench.BigBench On MaxCompute 2.0 敢为人先、引领潮流100TB首个100TB测试通过的引擎The first engine passed 100TB Bigbench verification7830 QPM首个达到7000分的引擎The first engine reaches 7000+首个

2、基于公共云服务的BenchmarkThe first BigBench verification run on public cloud预付费包1月价格Pre-paid for 1 month按需后付费价格Post paid by usage预付费包3年价格Pre-paid for 3yrs$12.3/QPM$2.1/QPM$371.9/QPMMaxCompute 2.0TPCx-BB简介业界领先的基于端到端的大数据分析领域应用级测试基准由英特尔领衔发起、主要开发和大力推广大数据工业应用特征：大数据工业应用特征：SLASLA，TCOTCO多种任务类型：多种任务类型：SQL,MapReduce,

3、MachineLearningSQL,MapReduce,MachineLearning，StreamingStreaming完整的软硬件性能评估标准：完整的软硬件性能评估标准：Scale，BBQpm，Price/BBQpm10TB1491.23 BBQpm$589 Price/BBQpm当前最大数据规模当前最佳性能当前最高性价比当前最佳成绩MaxCompute 2.0TPCx-BB作业特征分布Data SourcesNumber of QueriesStructured18Semi-Structured7Un-Structured5Analytic techniquesNumber of Q

4、ueriesStatics analysis6Data mining17Reporting8Query TypesNumber of QueriesPure sql13Machine learning5OpenNLP5Java MR3Streaming4QueryInput DataTypeProcessing ModelQueryInput DataTypeProcessing Model#1StructuredJava MR#16StructuredPure SQL#2Semi-StrunctredJava MR#17StructuredPure SQL#3Semi-StrunctredS

5、treaming#18UnStructuredOpenNLP#4Semi-StrunctredStreaming#19UnStructuredOpenNLP#5Semi-StrunctredMachine Learining#20StructuredMachine Learining#6StructuredPure SQL#21StructuredPure SQL#7StructuredPure SQL#22StructuredPure SQL#8Semi-StrunctredPure SQL#23StructuredPure SQL#9StructuredPure SQL#24Structu

6、redPure SQL#10UnStructuredOpenNLP#25StructuredMachine Learining#11UnStructuredOpenNLP#26StructuredMachine Learining#12Semi-StrunctredPure SQL#27UnStructuredOpenNLP#13StructuredPure SQL#28UnStructuredMachine Learining#14StructuredPure SQL#29StructuredStreaming#