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Presentation on Large Scale Data Management

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Chris Bunch

The document summarizes recent research on MapReduce and virtual machine migration. It discusses papers that compare MapReduce to parallel databases, describe techniques for live migration of virtual machines with low downtime, and propose using system call logging and replay to further reduce migration times and overhead. The document provides context on debates around MapReduce and outlines key approaches and findings from several papers on virtual machine migration.

Technologie
1 von 48
Current Topics in MapReduce and Virtualization ,[object Object],[object Object],[object Object],[object Object]
To Recap: ,[object Object],[object Object],[object Object],[object Object]
Specifically ,[object Object],[object Object],[object Object],[object Object]
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Continuing ,[object Object],[object Object],[object Object],[object Object],[object Object]
Fundamentally: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object]
Part 2: Virtualization ,[object Object],[object Object],[object Object]
Virtualization ,[object Object],[object Object],[object Object],[object Object]
Migrating VMs: Why? ,[object Object],[object Object],[object Object],[object Object]
Live Migration of Virtual Machines [5] ,[object Object],[object Object]
In a Nutshell ,[object Object],[object Object]
Motivation ,[object Object],[object Object],[object Object]
Memory Migration Techniques ,[object Object],[object Object],[object Object],[object Object]
Migrating Local Resources ,[object Object],[object Object],[object Object],[object Object],[object Object]
The Algorithm
Writable Working Sets ,[object Object],[object Object],[object Object],[object Object],[object Object]
WWS for SPEC CINT2000
Implementation Issues ,[object Object],[object Object],[object Object]
Implementation Issues ,[object Object],[object Object],[object Object],[object Object]
Rate Limiting ,[object Object],[object Object],[object Object]
Optimizations ,[object Object],[object Object],[object Object],[object Object],[object Object]
Evaluation ,[object Object],[object Object],[object Object],[object Object],[object Object]
SPECweb99
Quake 3 Server
Memory Muncher
Future Work ,[object Object],[object Object],[object Object],[object Object]
Conclusions ,[object Object],[object Object],[object Object],[object Object]
Live Migration of Virtual Machine Based on Full System Trace and Replay [6] ,[object Object],[object Object]
In a Nutshell ,[object Object],[object Object]
Motivation ,[object Object],[object Object],[object Object],[object Object]
Goals ,[object Object],[object Object],[object Object],[object Object]
Basic Idea ,[object Object],[object Object],[object Object]
Getting Around Limitations ,[object Object],[object Object],[object Object],[object Object]
Specifically
Implementation Details ,[object Object],[object Object],[object Object]
Implementation Details ,[object Object],[object Object],[object Object],[object Object]
Implementation Details ,[object Object],[object Object],[object Object],[object Object]
Experimental Setup ,[object Object],[object Object],[object Object],[object Object],[object Object]
Application Downtime
Total Migration Time
Data Transferred
Lessons ,[object Object],[object Object],[object Object],[object Object]
Synchronization Data
Summary: Pros ,[object Object],[object Object],[object Object],[object Object]
Summary: Cons ,[object Object],[object Object],[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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