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Lecture Structure
- Information Management above the Clouds (00:00:01)
- Example Climate Data Analysis (00:15:54)
- Further Use Ca es (00:15:55)
- Outline (00:17:23)
- II Architecture Overview (00:21:21)
- Data Parallel F Programming (00:30:53)
- II Stratosphere in a Nutshell (00:30:54)
- Overview (00:32:14)
- II Intuition for Parallelization Contracts (00:32:21)
- II Contracts beyond Map and Reduce (00:34:19)
- Parallelization Contracts (00:38:42)
- Optimizing PACT rams (00:40:00)
- PAC I s is (00:40:00)
- n Using these properties optimization across multiple (00:40:00)
- n Created properties like a partitioning (00:40:00)
- From PACT Programs to Data Flows (00:40:48)
- Examples 0f PACT Programs (00:42:31)
- H R E d k important subset (00:43:36)
- Summary (00:43:38)
- Executed the parallel flows and provides scheduling (00:43:38)
- Output contracts declare properties preserved by the user (00:43:38)
- parallelization cf map reduce idea (00:43:38)
- ANALYSIS QUERY (00:43:40)
- H Query and Plan (00:43:43)
- Query Job Preview (00:43:44)
- H Query and Plan (00:43:45)
- Query Job Preview (00:45:23)
- Query Optimized Plan (00:45:32)
- Query Schedule in Execution (00:45:39)
- Triangles W Schedule in (00:45:51)
- H Execution Engine (00:46:04)
- I Architecture (00:47:25)
- II Structure 0f a Schedule (00:48:07)
- n Optional information for each vertex (00:48:07)
- n Mandatory information for each vertex (00:48:07)
- II Internal Schedule Representation (00:49:43)
- Execution Stages (00:49:59)
- DES (00:51:51)
- First Evaluation i (00:53:01)
- n Second execution as map reduce jobs with (00:53:01)
- n First execution as map reduce jobs with (00:53:01)
- n Challenge Sort and Aggregate (00:53:01)
- i First Evaluation 2 2 (00:53:44)
- References (00:56:28)
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