The D-Wave adiabatic quantum annealer solves hard combinatorial optimization problems leveraging quantum physics. The newest version features over 1000 qubits and was released in August 2015. We were given access to such a machine, currently hosted at NASA Ames Research Center in California, to explore the potential for hard optimization problems that arise in the context of databases. In this pap
War of the Hadoop SQL engines. And the winner is …? You may have wondered why we were quiet over the last couple of weeks? Well, we locked ourselves into the basement and did some research and a couple of projects and PoCs on Hadoop, Big Data, and distributed processing frameworks in general. We were also looking at Clickstream data and Web Analytics solutions. Over the next couple of weeks we wil
This article has multiple issues. Please help improve it or discuss these issues on the talk page. (Learn how and when to remove these messages) This article possibly contains original research. Please improve it by verifying the claims made and adding inline citations. Statements consisting only of original research should be removed. (August 2015) (Learn how and when to remove this message) This
IntroductionThis document explains how we are planning to add support in Hive's optimizer for pushing filters down into physical access methods. This is an important optimization for minimizing the amount of data scanned and processed by an access method (e.g. for an indexed key lookup), as well as reducing the amount of data passed into Hive for further query evaluation. Use CasesBelow are the ma
以前、Prestoのバイトコード生成部分のソースコードを読んだので、hack再開時のためにメモしておく。 コード生成にはobjectwebのASMを利用している。Parser generatorはANTLR。 ExpressionCompiler#internalCompileFilterAndProjectOperator codegenしているのはfilter句とprojection句のみ。Joinは残念ながらcodegenされていない。 SqlStageExecution#startTasks evaluate planの中身はremote taskというのがsubStages(StageExecutionPlan)があると作られる join関係のrewriteはPredicatePushDown。Volcanoのexchange抽象operatorでremoteの実行を抽象化。Lo
I am a Professor in the School of Informatics at the University of Edinburgh, where I am the Chair of Data Management on New Hardware. I am a member of the Institute for Computing Systems Architecture, the Database Group, and an associate member of the Laboratory for Foundations of Computer Science. Current research interests Just-in-time SQL compilation One of the traditional ways of evaluating S
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