ºÝºÝߣshows by User: YuLiu19 / http://www.slideshare.net/images/logo.gif ºÝºÝߣshows by User: YuLiu19 / Sun, 03 Mar 2019 04:14:02 GMT ºÝºÝߣShare feed for ºÝºÝߣshows by User: YuLiu19 A TPC Benchmark of Hive LLAP and Comparison with Presto /slideshow/a-tcp-benchmark-of-hive-llap-and-comparison-with-presto/134255253 tcpbenchmarkofhivellap-190303041402
It is a TPC/H/DS benchmark on both Hive (Low Latency Analytical Processing) and Presto, comparing the two popular bigdata query engines. The results shows significant advantages of Hive LLAP on performance and durability. ]]>

It is a TPC/H/DS benchmark on both Hive (Low Latency Analytical Processing) and Presto, comparing the two popular bigdata query engines. The results shows significant advantages of Hive LLAP on performance and durability. ]]>
Sun, 03 Mar 2019 04:14:02 GMT /slideshow/a-tcp-benchmark-of-hive-llap-and-comparison-with-presto/134255253 YuLiu19@slideshare.net(YuLiu19) A TPC Benchmark of Hive LLAP and Comparison with Presto YuLiu19 It is a TPC/H/DS benchmark on both Hive (Low Latency Analytical Processing) and Presto, comparing the two popular bigdata query engines. The results shows significant advantages of Hive LLAP on performance and durability. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/tcpbenchmarkofhivellap-190303041402-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It is a TPC/H/DS benchmark on both Hive (Low Latency Analytical Processing) and Presto, comparing the two popular bigdata query engines. The results shows significant advantages of Hive LLAP on performance and durability.
A TPC Benchmark of Hive LLAP and Comparison with Presto from Yu Liu
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Cloud Era Transactional Processing -- Problems, Strategies and Solutions /slideshow/cloud-era-transactional-processing-problems-strategies-and-solutions/76006848 hatxncasesandsolu-170516035014
Talk on Engineer Support CROSS 2016]]>

Talk on Engineer Support CROSS 2016]]>
Tue, 16 May 2017 03:50:14 GMT /slideshow/cloud-era-transactional-processing-problems-strategies-and-solutions/76006848 YuLiu19@slideshare.net(YuLiu19) Cloud Era Transactional Processing -- Problems, Strategies and Solutions YuLiu19 Talk on Engineer Support CROSS 2016 <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/hatxncasesandsolu-170516035014-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Talk on Engineer Support CROSS 2016
Cloud Era Transactional Processing -- Problems, Strategies and Solutions from Yu Liu
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Introduction to NTCIR 2016 MedNLPDoc /slideshow/introduction-to-ntcir-2016-mednlpdoc/75852938 nlp-medical-doc-170510134655
Introduction to the research about NLP on ICD coding (of Japanese)]]>

Introduction to the research about NLP on ICD coding (of Japanese)]]>
Wed, 10 May 2017 13:46:54 GMT /slideshow/introduction-to-ntcir-2016-mednlpdoc/75852938 YuLiu19@slideshare.net(YuLiu19) Introduction to NTCIR 2016 MedNLPDoc YuLiu19 Introduction to the research about NLP on ICD coding (of Japanese) <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/nlp-medical-doc-170510134655-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Introduction to the research about NLP on ICD coding (of Japanese)
Introduction to NTCIR 2016 MedNLPDoc from Yu Liu
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¸ßÐÔÄܥǩ`¥¿„IÀí¥×¥é¥Ã¥È¥Õ¥©©`¥à (Talk on July Tech Festa 2015) /slideshow/talk-on-july-tech-festa-2016/75851976 introedpjft2016-170510131639
Introduction to a Scalable, High-Performance Distributed Data Processing Platform (WorksApplications) http://2016.techfesta.jp/]]>

Introduction to a Scalable, High-Performance Distributed Data Processing Platform (WorksApplications) http://2016.techfesta.jp/]]>
Wed, 10 May 2017 13:16:39 GMT /slideshow/talk-on-july-tech-festa-2016/75851976 YuLiu19@slideshare.net(YuLiu19) ¸ßÐÔÄܥǩ`¥¿„IÀí¥×¥é¥Ã¥È¥Õ¥©©`¥à (Talk on July Tech Festa 2015) YuLiu19 Introduction to a Scalable, High-Performance Distributed Data Processing Platform (WorksApplications) http://2016.techfesta.jp/ <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/introedpjft2016-170510131639-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Introduction to a Scalable, High-Performance Distributed Data Processing Platform (WorksApplications) http://2016.techfesta.jp/
¸ßÐÔÄܥǩ`¥¿„IÀí¥×¥é¥Ã¥È¥Õ¥©©`¥à (Talk on July Tech Festa 2015) from Yu Liu
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Survey on Parallel/Distributed Search Engines /slideshow/survey-on-paralleldistributed-search-engines/55103264 pralleldistir-151114063545-lva1-app6891
A simple survey on Parallel/Distributed Search Engines and considerations about palatalization.]]>

A simple survey on Parallel/Distributed Search Engines and considerations about palatalization.]]>
Sat, 14 Nov 2015 06:35:45 GMT /slideshow/survey-on-paralleldistributed-search-engines/55103264 YuLiu19@slideshare.net(YuLiu19) Survey on Parallel/Distributed Search Engines YuLiu19 A simple survey on Parallel/Distributed Search Engines and considerations about palatalization. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/pralleldistir-151114063545-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> A simple survey on Parallel/Distributed Search Engines and considerations about palatalization.
Survey on Parallel/Distributed Search Engines from Yu Liu
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Paper introduction to Combinatorial Optimization on Graphs of Bounded Treewidth /slideshow/paper-introduction-to-combinatorial-optimization-on-graphs-of-bounded-treewidth/55102978 paperintro-151114061308-lva1-app6892
This slides introduced the paper: H. L. Bodlaender and a. M. C. a. Koster, ¡°Combinatorial Optimization on Graphs of Bounded Treewidth,¡± Comput. J., vol. 51, no. 3, pp. 255¨C269, Nov. 2007.]]>

This slides introduced the paper: H. L. Bodlaender and a. M. C. a. Koster, ¡°Combinatorial Optimization on Graphs of Bounded Treewidth,¡± Comput. J., vol. 51, no. 3, pp. 255¨C269, Nov. 2007.]]>
Sat, 14 Nov 2015 06:13:08 GMT /slideshow/paper-introduction-to-combinatorial-optimization-on-graphs-of-bounded-treewidth/55102978 YuLiu19@slideshare.net(YuLiu19) Paper introduction to Combinatorial Optimization on Graphs of Bounded Treewidth YuLiu19 This slides introduced the paper: H. L. Bodlaender and a. M. C. a. Koster, ¡°Combinatorial Optimization on Graphs of Bounded Treewidth,¡± Comput. J., vol. 51, no. 3, pp. 255¨C269, Nov. 2007. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/paperintro-151114061308-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> This slides introduced the paper: H. L. Bodlaender and a. M. C. a. Koster, ¡°Combinatorial Optimization on Graphs of Bounded Treewidth,¡± Comput. J., vol. 51, no. 3, pp. 255¨C269, Nov. 2007.
Paper introduction to Combinatorial Optimization on Graphs of Bounded Treewidth from Yu Liu
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Paper Introduction: Combinatorial Model and Bounds for Target Set Selection /slideshow/paper-introduction-combinatorial-model-and-bounds-for-target-set-selection/55102875 intro-151114060256-lva1-app6891
The paper Combinatorial Model and Bounds for Target Set Selection by Eyal Ackerman, Oren Ben-Zwi, Guy Wolfovitz: 1. a combinatorial model for the dynamic activation process of influential networks; 2. representing Perfect Target Set Selection Problem and its variants by linear integer programs; 3. combinatorial lower and upper bounds on the size of the minimum Perfect Target Set ]]>

The paper Combinatorial Model and Bounds for Target Set Selection by Eyal Ackerman, Oren Ben-Zwi, Guy Wolfovitz: 1. a combinatorial model for the dynamic activation process of influential networks; 2. representing Perfect Target Set Selection Problem and its variants by linear integer programs; 3. combinatorial lower and upper bounds on the size of the minimum Perfect Target Set ]]>
Sat, 14 Nov 2015 06:02:56 GMT /slideshow/paper-introduction-combinatorial-model-and-bounds-for-target-set-selection/55102875 YuLiu19@slideshare.net(YuLiu19) Paper Introduction: Combinatorial Model and Bounds for Target Set Selection YuLiu19 The paper Combinatorial Model and Bounds for Target Set Selection by Eyal Ackerman, Oren Ben-Zwi, Guy Wolfovitz: 1. a combinatorial model for the dynamic activation process of influential networks; 2. representing Perfect Target Set Selection Problem and its variants by linear integer programs; 3. combinatorial lower and upper bounds on the size of the minimum Perfect Target Set <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/intro-151114060256-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> The paper Combinatorial Model and Bounds for Target Set Selection by Eyal Ackerman, Oren Ben-Zwi, Guy Wolfovitz: 1. a combinatorial model for the dynamic activation process of influential networks; 2. representing Perfect Target Set Selection Problem and its variants by linear integer programs; 3. combinatorial lower and upper bounds on the size of the minimum Perfect Target Set
Paper Introduction: Combinatorial Model and Bounds for Target Set Selection from Yu Liu
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An accumulative computation framework on MapReduce ppl2013 /slideshow/an-accumulative-computation-framework-on-mapreduce-ppl2013/55102852 anaccumulativecomputationframeworkonmapreduce-ppl2013-151114060041-lva1-app6892
It is a one page post (A0 size) of our work on an accumulative computation framework on MapReduce.]]>

It is a one page post (A0 size) of our work on an accumulative computation framework on MapReduce.]]>
Sat, 14 Nov 2015 06:00:41 GMT /slideshow/an-accumulative-computation-framework-on-mapreduce-ppl2013/55102852 YuLiu19@slideshare.net(YuLiu19) An accumulative computation framework on MapReduce ppl2013 YuLiu19 It is a one page post (A0 size) of our work on an accumulative computation framework on MapReduce. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/anaccumulativecomputationframeworkonmapreduce-ppl2013-151114060041-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It is a one page post (A0 size) of our work on an accumulative computation framework on MapReduce.
An accumulative computation framework on MapReduce ppl2013 from Yu Liu
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An Enhanced MapReduce Model (on BSP) /slideshow/an-enhanced-mapreduce-model-on-bsp/55102765 20130201mapreducearc-151114055422-lva1-app6891
Using Apache Hama to implement a new MapReduce Programming interface and obtaining 10~20 times speedup in general.]]>

Using Apache Hama to implement a new MapReduce Programming interface and obtaining 10~20 times speedup in general.]]>
Sat, 14 Nov 2015 05:54:22 GMT /slideshow/an-enhanced-mapreduce-model-on-bsp/55102765 YuLiu19@slideshare.net(YuLiu19) An Enhanced MapReduce Model (on BSP) YuLiu19 Using Apache Hama to implement a new MapReduce Programming interface and obtaining 10~20 times speedup in general. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/20130201mapreducearc-151114055422-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Using Apache Hama to implement a new MapReduce Programming interface and obtaining 10~20 times speedup in general.
An Enhanced MapReduce Model (on BSP) from Yu Liu
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A Homomorphism-based Framework for Systematic Parallel Programming with MapReduce /slideshow/a-homomorphismbased-framework-for-systematic-parallel-programming-with-mapreduce/55102670 2011-ppl-slids-151114054535-lva1-app6892
It explained deep knowledge of MapReduce programming model.]]>

It explained deep knowledge of MapReduce programming model.]]>
Sat, 14 Nov 2015 05:45:35 GMT /slideshow/a-homomorphismbased-framework-for-systematic-parallel-programming-with-mapreduce/55102670 YuLiu19@slideshare.net(YuLiu19) A Homomorphism-based Framework for Systematic Parallel Programming with MapReduce YuLiu19 It explained deep knowledge of MapReduce programming model. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/2011-ppl-slids-151114054535-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It explained deep knowledge of MapReduce programming model.
A Homomorphism-based Framework for Systematic Parallel Programming with MapReduce from Yu Liu
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An Introduction of Recent Research on MapReduce (2011) /slideshow/an-introduction-of-recent-research-on-mapreduce-2011/55102647 2011-07-popp-151114054305-lva1-app6892
It's a survey on research of MapReduce done in 2011.]]>

It's a survey on research of MapReduce done in 2011.]]>
Sat, 14 Nov 2015 05:43:05 GMT /slideshow/an-introduction-of-recent-research-on-mapreduce-2011/55102647 YuLiu19@slideshare.net(YuLiu19) An Introduction of Recent Research on MapReduce (2011) YuLiu19 It's a survey on research of MapReduce done in 2011. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/2011-07-popp-151114054305-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It&#39;s a survey on research of MapReduce done in 2011.
An Introduction of Recent Research on MapReduce (2011) from Yu Liu
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A Generate-Test-Aggregate Parallel Programming Library on Spark /slideshow/a-generatetestaggregate-parallel-programming-library-on-spark/55102612 pmam13-151114053912-lva1-app6892
Generate-Test-Aggregate is a library for systematic parallel programming of MapReduce. This slides is made for my presentation on PPoPP - PMAM 2013.]]>

Generate-Test-Aggregate is a library for systematic parallel programming of MapReduce. This slides is made for my presentation on PPoPP - PMAM 2013.]]>
Sat, 14 Nov 2015 05:39:12 GMT /slideshow/a-generatetestaggregate-parallel-programming-library-on-spark/55102612 YuLiu19@slideshare.net(YuLiu19) A Generate-Test-Aggregate Parallel Programming Library on Spark YuLiu19 Generate-Test-Aggregate is a library for systematic parallel programming of MapReduce. This slides is made for my presentation on PPoPP - PMAM 2013. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/pmam13-151114053912-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Generate-Test-Aggregate is a library for systematic parallel programming of MapReduce. This slides is made for my presentation on PPoPP - PMAM 2013.
A Generate-Test-Aggregate Parallel Programming Library on Spark from Yu Liu
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Introduction of A Lightweight Stage-Programming Framework /slideshow/introduction-of-a-lightweight-stageprogramming-framework/55102531 yuliu12-06-26-151114053040-lva1-app6892
The Lightweight Stage-Programming Framework introduced in this slides can be used for making efficient parallel DSL which can be transformed to MapReduce programs. To understand this slides, please firstly read http://www.slideshare.net/YuLiu19/a-generatetestaggregate-parallel-programming-library-on-spark.]]>

The Lightweight Stage-Programming Framework introduced in this slides can be used for making efficient parallel DSL which can be transformed to MapReduce programs. To understand this slides, please firstly read http://www.slideshare.net/YuLiu19/a-generatetestaggregate-parallel-programming-library-on-spark.]]>
Sat, 14 Nov 2015 05:30:40 GMT /slideshow/introduction-of-a-lightweight-stageprogramming-framework/55102531 YuLiu19@slideshare.net(YuLiu19) Introduction of A Lightweight Stage-Programming Framework YuLiu19 The Lightweight Stage-Programming Framework introduced in this slides can be used for making efficient parallel DSL which can be transformed to MapReduce programs. To understand this slides, please firstly read http://www.slideshare.net/YuLiu19/a-generatetestaggregate-parallel-programming-library-on-spark. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/yuliu12-06-26-151114053040-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> The Lightweight Stage-Programming Framework introduced in this slides can be used for making efficient parallel DSL which can be transformed to MapReduce programs. To understand this slides, please firstly read http://www.slideshare.net/YuLiu19/a-generatetestaggregate-parallel-programming-library-on-spark.
Introduction of A Lightweight Stage-Programming Framework from Yu Liu
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Start From A MapReduce Graph Pattern-recognize Algorithm /slideshow/start-from-a-mapreduce-graph-patternrecognize-algorithm/55102508 20120522-151114052827-lva1-app6891
A MapReduce Graph Pattern-recognize Algorithm]]>

A MapReduce Graph Pattern-recognize Algorithm]]>
Sat, 14 Nov 2015 05:28:27 GMT /slideshow/start-from-a-mapreduce-graph-patternrecognize-algorithm/55102508 YuLiu19@slideshare.net(YuLiu19) Start From A MapReduce Graph Pattern-recognize Algorithm YuLiu19 A MapReduce Graph Pattern-recognize Algorithm <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/20120522-151114052827-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> A MapReduce Graph Pattern-recognize Algorithm
Start From A MapReduce Graph Pattern-recognize Algorithm from Yu Liu
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Introduction of the Design of A High-level Language over MapReduce -- The Pig Latin /slideshow/introduction-of-the-design-of-a-highlevel-language-over-mapreduce-the-pig-latin/55102494 20120417semi-151114052612-lva1-app6892
Introduce the design of the Pig Latin (2010)]]>

Introduce the design of the Pig Latin (2010)]]>
Sat, 14 Nov 2015 05:26:12 GMT /slideshow/introduction-of-the-design-of-a-highlevel-language-over-mapreduce-the-pig-latin/55102494 YuLiu19@slideshare.net(YuLiu19) Introduction of the Design of A High-level Language over MapReduce -- The Pig Latin YuLiu19 Introduce the design of the Pig Latin (2010) <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/20120417semi-151114052612-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Introduce the design of the Pig Latin (2010)
Introduction of the Design of A High-level Language over MapReduce -- The Pig Latin from Yu Liu
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On Extending MapReduce - Survey and Experiments /slideshow/on-extending-mapreduce-survey-and-experiments/55102416 20130108-151114051732-lva1-app6892
It talks a survey and my experiments on extending MapReduce programming model. A BSP-based MapReduce interface was implemented and evaluated, which shows dramatically improvement on performance.]]>

It talks a survey and my experiments on extending MapReduce programming model. A BSP-based MapReduce interface was implemented and evaluated, which shows dramatically improvement on performance.]]>
Sat, 14 Nov 2015 05:17:32 GMT /slideshow/on-extending-mapreduce-survey-and-experiments/55102416 YuLiu19@slideshare.net(YuLiu19) On Extending MapReduce - Survey and Experiments YuLiu19 It talks a survey and my experiments on extending MapReduce programming model. A BSP-based MapReduce interface was implemented and evaluated, which shows dramatically improvement on performance. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/20130108-151114051732-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It talks a survey and my experiments on extending MapReduce programming model. A BSP-based MapReduce interface was implemented and evaluated, which shows dramatically improvement on performance.
On Extending MapReduce - Survey and Experiments from Yu Liu
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Tree representation in map reduce world /slideshow/tree-representation-in-map-reduce-world/55102378 treerepresentationinmapreduceworld-151114051226-lva1-app6892
It discussed how to represent a tree-like data structure in MapReduce world and applied on applications like Hieratical Clustering.]]>

It discussed how to represent a tree-like data structure in MapReduce world and applied on applications like Hieratical Clustering.]]>
Sat, 14 Nov 2015 05:12:25 GMT /slideshow/tree-representation-in-map-reduce-world/55102378 YuLiu19@slideshare.net(YuLiu19) Tree representation in map reduce world YuLiu19 It discussed how to represent a tree-like data structure in MapReduce world and applied on applications like Hieratical Clustering. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/treerepresentationinmapreduceworld-151114051226-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It discussed how to represent a tree-like data structure in MapReduce world and applied on applications like Hieratical Clustering.
Tree representation in map reduce world from Yu Liu
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Introduction to Ultra-succinct representation of ordered trees with applications /slideshow/introduction-to-ultrasuccinct-representation-of-ordered-trees-with-applications/55102342 paperintro-151114050800-lva1-app6891
Introduction to Ultra-succinct representation of ordered trees with applications.]]>

Introduction to Ultra-succinct representation of ordered trees with applications.]]>
Sat, 14 Nov 2015 05:08:00 GMT /slideshow/introduction-to-ultrasuccinct-representation-of-ordered-trees-with-applications/55102342 YuLiu19@slideshare.net(YuLiu19) Introduction to Ultra-succinct representation of ordered trees with applications YuLiu19 Introduction to Ultra-succinct representation of ordered trees with applications. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/paperintro-151114050800-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Introduction to Ultra-succinct representation of ordered trees with applications.
Introduction to Ultra-succinct representation of ordered trees with applications from Yu Liu
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On Implementation of Neuron Network(Back-propagation) /slideshow/on-implementation-of-neuron-networkbackpropagation/55102307 2010-ipl-report-11-09-151114050314-lva1-app6891
It is a experimental implementation about Neuron Network under MapReduce Programming model.]]>

It is a experimental implementation about Neuron Network under MapReduce Programming model.]]>
Sat, 14 Nov 2015 05:03:14 GMT /slideshow/on-implementation-of-neuron-networkbackpropagation/55102307 YuLiu19@slideshare.net(YuLiu19) On Implementation of Neuron Network(Back-propagation) YuLiu19 It is a experimental implementation about Neuron Network under MapReduce Programming model. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/2010-ipl-report-11-09-151114050314-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It is a experimental implementation about Neuron Network under MapReduce Programming model.
On Implementation of Neuron Network(Back-propagation) from Yu Liu
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ScrewDriver Rebirth: Generate-Test-and-Aggregate Framework on Hadoop /YuLiu19/screwdriver-rebirth-generatetestandaggregate-framework-on-hadoop gtaimpl-151114045938-lva1-app6891
It describe how the Generate-Test-and-Aggregate Framework is implemented on Hadoop]]>

It describe how the Generate-Test-and-Aggregate Framework is implemented on Hadoop]]>
Sat, 14 Nov 2015 04:59:38 GMT /YuLiu19/screwdriver-rebirth-generatetestandaggregate-framework-on-hadoop YuLiu19@slideshare.net(YuLiu19) ScrewDriver Rebirth: Generate-Test-and-Aggregate Framework on Hadoop YuLiu19 It describe how the Generate-Test-and-Aggregate Framework is implemented on Hadoop <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/gtaimpl-151114045938-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> It describe how the Generate-Test-and-Aggregate Framework is implemented on Hadoop
ScrewDriver Rebirth: Generate-Test-and-Aggregate Framework on Hadoop from Yu Liu
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https://cdn.slidesharecdn.com/profile-photo-YuLiu19-48x48.jpg?cb=1670929340 Yu Liu is an expert on parallel/distributed programming and computing ( essentials of big data). He did 5 years research on parallel/distributed programming (languages, algorithms, frameworks, etc.) during his PhD and Master study. Yu Liu has 10+ years engineering experience on BPM, CRM and ERP systems. Currently Yu Liu is working on . IT Project&Resource Management, . Data Analytics (BigData Processing) Platforms, . IT Innovation for Business Processes & Analysis https://cdn.slidesharecdn.com/ss_thumbnails/tcpbenchmarkofhivellap-190303041402-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/a-tcp-benchmark-of-hive-llap-and-comparison-with-presto/134255253 A TPC Benchmark of Hiv... https://cdn.slidesharecdn.com/ss_thumbnails/hatxncasesandsolu-170516035014-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/cloud-era-transactional-processing-problems-strategies-and-solutions/76006848 Cloud Era Transactiona... https://cdn.slidesharecdn.com/ss_thumbnails/nlp-medical-doc-170510134655-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/introduction-to-ntcir-2016-mednlpdoc/75852938 Introduction to NTCIR ...