Presentation on Large Scale Data Management

•Als PPT, PDF herunterladen•

1 gefällt mir•1,509 views

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

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]

Update ,[object Object],[object Object],[object Object],[object Object]

Another Update ,[object Object],[object Object],[object Object],[object Object]

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]

Writable Working Sets ,[object Object],[object Object],[object Object],[object Object],[object Object]

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]

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]

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]

Implementation Details ,[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]

Lessons ,[object Object],[object Object],[object Object],[object Object]

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]

Empfohlen

Data Lake and the rise of the microservicesBigstep

Blockchain for the DBA and Data ProfessionalKaren Lopez

AllyourbaseAlex Scotti

SQL to NoSQL: Top 6 QuestionsMike Broberg

Blockchain for the DBA and Data ProfessionalKaren Lopez

Migrating Data and Databases to AzureKaren Lopez

Implement SQL Server on an Azure VMJames Serra

DATA LAKE AND THE RISE OF THE MICROSERVICES - ALEX BORDEIBig Data Week

Empfohlen

Data Lake and the rise of the microservicesBigstep

Blockchain for the DBA and Data ProfessionalKaren Lopez

AllyourbaseAlex Scotti

SQL to NoSQL: Top 6 QuestionsMike Broberg

Blockchain for the DBA and Data ProfessionalKaren Lopez

Migrating Data and Databases to AzureKaren Lopez

Implement SQL Server on an Azure VMJames Serra

DATA LAKE AND THE RISE OF THE MICROSERVICES - ALEX BORDEIBig Data Week

3D: DBT using Databricks and DeltaDatabricks

Microsoft: Building a Massively Scalable System with DataStax and Microsoft's...DataStax Academy

CloudDamilola Mosaku

Glynn Bird – Cloudant – Building applications for success.- NoSQL matters Bar...NoSQLmatters

ADDO 2021: Why and how to include database changes in the deployment pipelineEduardo Piairo

Lessons from Large-Scale Cloud Software at DatabricksMatei Zaharia

Relational databases vs Non-relational databasesJames Serra

Preventative Maintenance of Robots in Automotive IndustryDataWorks Summit/Hadoop Summit

Move a successful onpremise oltp application to the cloudIke Ellis

Interactive Visualization of Streaming Data Powered by Spark by Ruhollah Farc...Spark Summit

Couchbase and Apache SparkMatt Ingenthron

Seamless, Real-Time Data Integration with ConnectPrecisely

Spark and Couchbase– Augmenting the Operational Database with SparkMatt Ingenthron

Review Oracle OpenWorld 2015 - Overview, Main themes, Announcements and FutureLucas Jellema

Loading Data into Redshift: Data Analytics Week at the SF LoftAmazon Web Services

Large Scale Lakehouse Implementation Using Structured StreamingDatabricks

Introduction to couchbaseDipti Borkar

It's a wrap - closing keynote for nlOUG Tech Experience 2017 (16th June, The ...Lucas Jellema

Simplifying Disaster Recovery with Delta LakeDatabricks

Realizing the promise of portable data processing with Apache BeamDataWorks Summit

Graphically understand and interactively explore your Data LineageMohammad Ahmed

Design PatternsEvandro Venancio

Weitere ähnliche Inhalte

Was ist angesagt?

3D: DBT using Databricks and DeltaDatabricks

Microsoft: Building a Massively Scalable System with DataStax and Microsoft's...DataStax Academy

CloudDamilola Mosaku

Glynn Bird – Cloudant – Building applications for success.- NoSQL matters Bar...NoSQLmatters

ADDO 2021: Why and how to include database changes in the deployment pipelineEduardo Piairo

Lessons from Large-Scale Cloud Software at DatabricksMatei Zaharia

Relational databases vs Non-relational databasesJames Serra

Preventative Maintenance of Robots in Automotive IndustryDataWorks Summit/Hadoop Summit

Move a successful onpremise oltp application to the cloudIke Ellis

Interactive Visualization of Streaming Data Powered by Spark by Ruhollah Farc...Spark Summit

Couchbase and Apache SparkMatt Ingenthron

Seamless, Real-Time Data Integration with ConnectPrecisely

Spark and Couchbase– Augmenting the Operational Database with SparkMatt Ingenthron

Review Oracle OpenWorld 2015 - Overview, Main themes, Announcements and FutureLucas Jellema

Loading Data into Redshift: Data Analytics Week at the SF LoftAmazon Web Services

Large Scale Lakehouse Implementation Using Structured StreamingDatabricks

Introduction to couchbaseDipti Borkar

It's a wrap - closing keynote for nlOUG Tech Experience 2017 (16th June, The ...Lucas Jellema

Simplifying Disaster Recovery with Delta LakeDatabricks

Realizing the promise of portable data processing with Apache BeamDataWorks Summit

Was ist angesagt? (20)

3D: DBT using Databricks and Delta

Microsoft: Building a Massively Scalable System with DataStax and Microsoft's...

Cloud

Glynn Bird – Cloudant – Building applications for success.- NoSQL matters Bar...

ADDO 2021: Why and how to include database changes in the deployment pipeline

Lessons from Large-Scale Cloud Software at Databricks

Relational databases vs Non-relational databases

Preventative Maintenance of Robots in Automotive Industry

Move a successful onpremise oltp application to the cloud

Interactive Visualization of Streaming Data Powered by Spark by Ruhollah Farc...

Couchbase and Apache Spark

Seamless, Real-Time Data Integration with Connect

Spark and Couchbase– Augmenting the Operational Database with Spark

Review Oracle OpenWorld 2015 - Overview, Main themes, Announcements and Future

Loading Data into Redshift: Data Analytics Week at the SF Loft

Large Scale Lakehouse Implementation Using Structured Streaming

Introduction to couchbase

It's a wrap - closing keynote for nlOUG Tech Experience 2017 (16th June, The ...

Simplifying Disaster Recovery with Delta Lake

Realizing the promise of portable data processing with Apache Beam

Andere mochten auch

Graphically understand and interactively explore your Data LineageMohammad Ahmed

Design PatternsEvandro Venancio

GraphDay Stockholm - Levaraging Graph-Technology to fight Financial FraudNeo4j

GraphDay Stockholm - Graphs in ActionNeo4j

GraphDay Stockholm - iKnow Solutions - The Value Add of Graphs to Analytics a...Neo4j

Webinar: Intro to CypherNeo4j

GraphDay Stockholm - Telia Zone Neo4j

Neo4j GraphTalks - Einführung in GraphdatenbankenNeo4j

GraphDay Stockholm - Graphs in the Real World: Top Use Cases for Graph DatabasesNeo4j

Identity and Access ManagementNeo4j

The Five Graphs of Government: How Federal Agencies can Utilize Graph TechnologyNeo4j

GraphTalks Rome - Selecting the right TechnologyNeo4j

Intro to Neo4j presentationjexp

GraphTalks Rome - Introducing Neo4jNeo4j

GraphTalks Rome - Identity and Access ManagementNeo4j

GraphTalks Rome - The Italian Business GraphNeo4j

Knowledge Architecture: Graphing Your KnowledgeNeo4j

Journey of The Connected Enterprise - Knowledge Graphs - Smart DataBenjamin Nussbaum

How to Design Retail Recommendation Engines with Neo4jNeo4j

Hadoop and Graph Databases (Neo4j): Winning Combination for Bioanalytics - Jo...Neo4j

Andere mochten auch (20)

Graphically understand and interactively explore your Data Lineage

Design Patterns

GraphDay Stockholm - Levaraging Graph-Technology to fight Financial Fraud

GraphDay Stockholm - Graphs in Action

GraphDay Stockholm - iKnow Solutions - The Value Add of Graphs to Analytics a...

Webinar: Intro to Cypher

GraphDay Stockholm - Telia Zone

Neo4j GraphTalks - Einführung in Graphdatenbanken

GraphDay Stockholm - Graphs in the Real World: Top Use Cases for Graph Databases

Identity and Access Management

The Five Graphs of Government: How Federal Agencies can Utilize Graph Technology

GraphTalks Rome - Selecting the right Technology

Intro to Neo4j presentation

GraphTalks Rome - Introducing Neo4j

GraphTalks Rome - Identity and Access Management

GraphTalks Rome - The Italian Business Graph

Knowledge Architecture: Graphing Your Knowledge

Journey of The Connected Enterprise - Knowledge Graphs - Smart Data

How to Design Retail Recommendation Engines with Neo4j

Hadoop and Graph Databases (Neo4j): Winning Combination for Bioanalytics - Jo...

Ähnlich wie Presentation on Large Scale Data Management

HIGH AVAILABILITY AND LOAD BALANCING FOR POSTGRESQL DATABASES: DESIGNING AND ...ijdms

HadoopRamakrishna Reddy Bijjam

Clusters (Distributed computing)Sri Prasanna

Seminar Presentation HadoopVarun Narang

Hadoop training-in-hyderabadsreehari orienit

Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010Bhupesh Bansal

Hadoop and Voldemort @ LinkedInHadoop User Group

A Survey on Big Data Analysis Techniquesijsrd.com

How to scale your web appGeorgio_1999

Google Cloud Computing on Google Developer 2008 Dayprogrammermag

Virtual Machine Migration Techniques in Cloud Environment: A Surveyijsrd.com

Challenges in Cloud Computing – VM MigrationSarmad Makhdoom

Everything comes in 3'sdelagoya

Handling Data in Mega Scale SystemsDirecti Group

Porting Spring PetClinic to GigaSpacesUri Cohen

Hadoop installation by santosh nageSantosh Nage

Hw09 Production Deep Dive With High AvailabilityCloudera, Inc.

How To Scale v2Georgio_1999

MapReduce:Simplified Data Processing on Large Cluster Presented by Areej Qas...areej qasrawi

Cluster based storage - Nasd and Google file system - advanced operating syst...Antonio Cesarano

Ähnlich wie Presentation on Large Scale Data Management (20)

HIGH AVAILABILITY AND LOAD BALANCING FOR POSTGRESQL DATABASES: DESIGNING AND ...

Hadoop

Clusters (Distributed computing)

Seminar Presentation Hadoop

Hadoop training-in-hyderabad

Voldemort & Hadoop @ Linkedin, Hadoop User Group Jan 2010

Hadoop and Voldemort @ LinkedIn

A Survey on Big Data Analysis Techniques

How to scale your web app

Google Cloud Computing on Google Developer 2008 Day

Virtual Machine Migration Techniques in Cloud Environment: A Survey

Challenges in Cloud Computing – VM Migration

Everything comes in 3's

Handling Data in Mega Scale Systems

Porting Spring PetClinic to GigaSpaces

Hadoop installation by santosh nage

Hw09 Production Deep Dive With High Availability

How To Scale v2

MapReduce:Simplified Data Processing on Large Cluster Presented by Areej Qas...

Cluster based storage - Nasd and Google file system - advanced operating syst...

Mehr von Chris Bunch

AppScale at SB Cloud MeetupChris Bunch

Ph.D. DefenseChris Bunch

A Pluggable Autoscaling System @ UCCChris Bunch

AppScale + Neptune @ HPCDBChris Bunch

Neptune @ SoCalChris Bunch

AppScale @ LA.rbChris Bunch

AppScale Talk at SBonRailsChris Bunch

Active Cloud DB at CloudComp '10Chris Bunch

Pregel: A System for Large-Scale Graph ProcessingChris Bunch

Designing the Call of Cthulhu app with Google App EngineChris Bunch

Appscale at CLOUDCOMP '09Chris Bunch

Mehr von Chris Bunch (11)

AppScale at SB Cloud Meetup

Ph.D. Defense

A Pluggable Autoscaling System @ UCC

AppScale + Neptune @ HPCDB

Neptune @ SoCal

AppScale @ LA.rb

AppScale Talk at SBonRails

Active Cloud DB at CloudComp '10

Pregel: A System for Large-Scale Graph Processing

Designing the Call of Cthulhu app with Google App Engine

Appscale at CLOUDCOMP '09

Kürzlich hochgeladen

Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021

DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software

Apidays New York 2024 - The value of a flexible API Management solution for O...apidays

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea

presentation ICT roal in 21st century educationjfdjdjcjdnsjd

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...?#DUbAI#??##{{(☎️+971_581248768%)**%*]'#abortion pills for sale in dubai@

Exploring Multimodal Embeddings with MilvusZilliz

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Angeliki Cooney

Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub

ICT role in 21st century education and its challengesrafiqahmad00786416

TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays

Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya

Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software

MINDCTI Revenue Release Quarter One 2024MIND CTI

FWD Group - Insurer Innovation Award 2024The Digital Insurer

Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea

Kürzlich hochgeladen (20)

Six Myths about Ontologies: The Basics of Formal Ontology

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Apidays New York 2024 - The value of a flexible API Management solution for O...

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

presentation ICT roal in 21st century education

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

Exploring Multimodal Embeddings with Milvus

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf

ICT role in 21st century education and its challenges

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Artificial Intelligence Chap.5 : Uncertainty

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

MINDCTI Revenue Release Quarter One 2024

FWD Group - Insurer Innovation Award 2024

Finding Java's Hidden Performance Traps @ DevoxxUK 2024

Presentation on Large Scale Data Management

10.

11.

12.

13.

14.

15.

16.

17. The Algorithm

18.

19. WWS for SPEC CINT2000

20.

21.

22.

23.

24.

25. SPECweb99

26. Quake 3 Server

27. Memory Muncher

28.

29.

30.

31.

32.

33.

34.

35.

36. Specifically

37.

38.

39.

40.

41. Application Downtime

42. Total Migration Time

43. Data Transferred

44.

45. Synchronization Data

46.

47.

48.