SlideShare ist ein Scribd-Unternehmen logo
1 von 267
Downloaden Sie, um offline zu lesen
Distributed Systems
Fast, Fun & Useful
Me
!2
Me
!2
andriyrav@gmail.com
JandriyR
@AndriyRymar
Me
!2
andriyrav@gmail.com
JandriyR
@AndriyRymar
Found / Co-found: &
Me
!2
andriyrav@gmail.com
JandriyR
@AndriyRymar
Morning@Lohika
Found / Co-found:
Program committee:
&
&
Me
!2
andriyrav@gmail.com
JandriyR
@AndriyRymar
Morning@Lohika
Feb 23, Lviv
Found / Co-found:
Program committee:
Organize:
&
&
Content
!3
Content
!3
What?
Content
!3
What?
Why?
Content
!3
What?
Why?
How?
FUN
https://mbtskoudsalg.com/images/alien-clipart-1.png
FUN
FAST
https://mbtskoudsalg.com/images/alien-clipart-1.pnghttps://image.flaticon.com/icons/png/512/263/263385.png
FUN
FAST
USEFUL
https://mbtskoudsalg.com/images/alien-clipart-1.pnghttps://ubisafe.org/images/astronaut-transparent-3.pnghttps://image.flaticon.com/icons/png/512/263/263385.png
What?
What?
!6
What?
!6
Features
What?
!6
Features
Goals
What?
!6
Features
Goals
Challenges
Features
!7
Features
!7
Features
!7
Features
!7
Features
!7
Goals
!8
Goals
!8
Transparency
Goals
!8
Transparency
Goals
!9
Goals
!9
Openness
Goals
!9
Openness
Goals
!9
Openness
Goals
!10
Goals
!10
Reliability
Goals
!10
Reliability
Goals
!10
Reliability
Goals
!10
Reliability
Goals
!10
Reliability
Goals
!11
Goals
!11
Performance
Goals
!11
Performance
Goals
!11
Performance
Goals
!11
Performance
Goals
!12
Goals
!12
Scalability
Goals
!12
Scalability
Goals
!12
Scalability
Goals
!12
Scalability
Goals
!13
Goals
!13
Transparency
Goals
!13
Transparency
Openness
Goals
!13
Transparency
Openness
Reliability
Goals
!13
Transparency
Openness
Reliability
Performance
Goals
!13
Transparency
Openness
Reliability
Performance
Scalability
Challenges
!14
Challenges
!14
Security
http://i.imgur.com/VdzZAqx.png
!15
Challenges
!16
Security
Challenges
!16
Security
Challenges
!16
Security
Challenges
!17
Challenges
!17
Fault tolerance
Challenges
!17
Fault tolerance
Challenges
!17
Fault tolerance
Challenges
!18
Challenges
!18
Coordination
Challenges
!18
Coordination
Challenges
!18
Coordination
Challenges
!19
Challenges
!19
Security
Challenges
!19
Security
Fault tolerance
Challenges
!19
Security
Fault tolerance
Coordination
What?
!20
What?
!20
Features
What?
!20
Features
Goals
What?
!20
Features
Goals
Challenges
Why?
Why?
!22
Why?
!22
Data Processing
Why?
!22
Data Processing Task Execution
!23
Data Processing
!23
Data Processing
MR
Map Reduce
!23
Data Processing
DAG
Distributed Acyclic Graph
!24
Distributed Acyclic Graph
!24
Distributed Acyclic Graph
Source
!24
Distributed Acyclic Graph
Source
Tokenize
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Result
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Result
Word count
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Text lines
Result
Word count
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Text lines
Extracted
words
Result
Word count
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Text lines
Extracted
words
Word 2 count
pairs
Result
Word count
!24
Distributed Acyclic Graph
Source
Tokenize Accumulate Combine
Text lines
Extracted
words
Word 2 count
pairs
Result
Word count
Unique pairs
!25
Task execution
!25
Task execution
!25
Task execution
Job coordinator
!25
Task execution
Job coordinator
!26
Task execution
!26
Task execution
Self organized
!26
Task execution
Self organized
!26
Task execution
Self organized
Why?
!27
Why?
!27
Scalability
Why?
!27
Scalability
Reliability
http://files.channel9.msdn.com/thumbnail/6ea2b003-389b-4e21-abbe-af00822ae852.png
Why?
!27
Scalability
Reliability
Speed
http://files.channel9.msdn.com/thumbnail/6ea2b003-389b-4e21-abbe-af00822ae852.png
How?
!29
How?
!30
How?
!30
Cluster
How?
!30
Cluster
Communication
How?
!30
Cluster
Communication
Coordination
How?
!30
Cluster
Communication
Coordination
Failure detection
How?
!30
Cluster
Communication
Coordination
Failure detection
Consensus
Cluster
!31
Cluster
!31
Cluster
!31
Cluster
!31
Cluster
!31
Cluster
!32
?
Cluster
!33
Cluster
!33
Cluster
!33
Cluster
!33
Cluster
!33
Communication
!34
Communication
!34
Data format
Communication
!34
Data format
Communication
!35
Communication
!35
Routing
Communication
!35
Routing
Communication
!35
Routing
Communication
!36
Communication
!36
Acknowledgements
Communication
!36
Acknowledgements
Communication
!36
Acknowledgements
Communication
!36
Acknowledgements
Communication
!37
Communication
!37
Timeouts & retries
Communication
!37
Timeouts & retries
Communication
!37
Timeouts & retries
Communication
!37
Timeouts & retries
Communication
!37
Timeouts & retries
Communication
!38
Communication
!38
Direction
Communication
!38
Direction
Communication
!38
Direction
Communication
!38
Direction
Communication
!38
Direction
?
Communication
!39
Communication
!39
Sequence & Flow
Communication
!39
Sequence & Flow
Communication
!39
Sequence & Flow
Communication
!40
Communication
!40
Epidemic algorithms
Communication
!40
Epidemic algorithms
Gossip
Gossip
!41
Gossip
!41
Coordination
!42
Coordination
!42
Data distribution
Coordination
!42
Data distribution
Neighborhood selection
Data distribution
!43
Data distribution
!43
Data distribution
!43
- smthng + smthng
Data distribution
!43
Long
- smthng + smthng
Data distribution
!44
Long
- smthng + smthng
Neighborhood selection
!45
Neighborhood selection
!45
Snitch funcitons
Neighborhood selection
!45
Snitch funcitons
https://vignette.wikia.nocookie.net/harrypotter/images/b/b9/Golden_Snitch..png/revision/latest?cb=20161120075526
Neighborhood selection
!46
Snitch funcitons
Neighborhood selection
!47
Snitch funcitons
Neighborhood selection
!47
Snitch funcitons
Neighborhood selection
!47
Snitch funcitons
Neighborhood selection
!47
1000M ly
Snitch funcitons
Neighborhood selection
!47
1000M ly
Snitch funcitons
Neighborhood selection
!47
1000M ly
450M ly
Snitch funcitons
Neighborhood selection
!47
1000M ly
450M ly
Snitch funcitons
Failure detection
!48
Failure detection
!48
Exact value
Failure detection
!48
Exact value
Continuous value
Exact failure value
!49
Exact failure value
!49
Exact failure value
!49
Exact failure value
!49
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Continuous failure value
!50
Consensus
!51
Consensus
!51
https://images.vexels.com/media/users/3/152300/isolated/preview/ae0fc81df564354bb6b22d3b4fca7e85-astronauta-segurando-bandeira-dos-desenhos-animados-by-vexels.png
Consensus
!52
Consensus
!52
Raft
Consensus
!52
Raft
Primary-backup
Raft
!53
Raft
!53
Raft
!53
Raft
!53
Raft
!53
!54
Raft
!54
Raft
!54
Leder
Raft
!54
Leder
Follower
Raft
!54
Leder
Follower Candidate
Raft
!54
Leder
Follower Candidate
sync/req
Raft
!54
Leder
Follower Candidate
sync/req
Raft
!54
Leder
Follower Candidate
sync/req
init election
Raft
!54
Leder
Follower Candidate
sync/req
init election
start election
Raft
!54
Leder
Follower Candidate
sync/req
init election
start election
change to leader
Raft
!54
Leder
Follower Candidate
sync/req
init election
start election
change to leader
Raft
change to follower
Primary-backup
!55
Primary-backup
!55
Primary-backup
!55
Primary-backup
!55
Primary-backup
!55
Primary-backup
!56
Primary-backup
!56
Client
Primary-backup
!56
Client
Primary
Primary-backup
!56
Client
Primary
Backup
Primary-backup
!56
Client
Primary
Backup
synk synk
Primary-backup
!56
Client
Primary
Backup
synk synk
req
Primary-backup
!56
Client
Primary
Backup
synk synk
req
upd
Primary-backup
!56
Client
Primary
Backup
synk synk
req resp
upd
Primary-backup
!56
Client
Primary
Backup
synk synk synk
req resp
upd
Primary-backup
!56
Client
Primary
Backup
synk synk synk
req resp
upd
Primary-backup
!56
Client
Primary
Backup
synk synk synk
req resp
upd
I’m Primary
How?
!57
How?
!57
Cluster
How?
!57
Cluster
Communication
How?
!57
Cluster
Communication
Coordination
How?
!57
Cluster
Communication
Coordination
Failure detection
How?
!57
Cluster
Communication
Coordination
Failure detection
Consensus
DEMO
Atomix
!59
Atomix
!60
Atomix
!61https://vignette.wikia.nocookie.net/starwars/images/6/62/X-70B-Phantom-TOR.png/revision/latest?cb=20161011022806
Demo plan
!62
Galaxy race
!63
Galaxy race
!63
!64
Galaxy race
!64
Galaxy race
!64
Galaxy race
!65
Galaxy race
!66
Galaxy race
!66
Galaxy race
!66
Galaxy race
!66
Galaxy race
Boolean
!66
Galaxy race
Boolean
Start race
Finish race
!66
Galaxy race
Boolean Map
Start race
Finish race
!66
Galaxy race
Boolean Map
Start race
Finish race
Racer name
Racer sate
!66
Galaxy race
Boolean Map
Start race
Finish race
Racer name
Racer sate
0…..n
!66
Galaxy race
Boolean Map
Start race
Finish race
Racer name
Racer sate
0…..n
UI
!67
Hope you like it
!68
Summary
!69
Summary
!69
What?
Summary
!69
What?
Why?
Summary
!69
What?
Why?
How?
Demo repo
!70
https://github.com/flylight/atomix-space-racing
Thanks
!71
Nick Mkrtchyan
https://codepen.io/WebSonick/
Resources
!72
• https://images.vexels.com/media/users/3/150026/isolated/preview/580cca5efa65c7c69ba5cad9e954698d-ilustra--o-de-foguete-espacial-
by-vexels.png

• http://www.transparentpng.com/download/space/space-rocket-silver-icon-png-30.png

• https://pixler.com.au/wp-content/uploads/2017/05/rocket.png

• https://dumielauxepices.net/sites/default/files/spaceship-clipart-772365-6555786.png

• https://apprecs.com/android/com.nanoki.warspace/war-space-free-strategy-mmo

• https://mbtskoudsalg.com/explore/spaceship-png-images/

• https://media.indiedb.com/images/games/1/51/50676/sun.png

• http://planetlazer.net/beta/wp-content/uploads/2014/09/fireplanet.png

• https://img00.deviantart.net/16cf/i/2012/137/9/5/space_station_3_by_mysticmorning-d504aab.png

• https://ubisafe.org/images/astronaut-transparent-3.png

• https://vignette.wikia.nocookie.net/starwars/images/c/c4/XWAPLT2-StationStub.png/revision/latest?cb=20160904144954

• https://i.pinimg.com/originals/a1/40/a5/a140a5c1206d3cd334cf1781d0d41d0b.png

• https://cdn150.picsart.com/upscale-252635731007212.png?r1024x1024

• https://cdn.pixabay.com/photo/2017/07/29/04/54/cartoon-2550646_1280.png

• https://wallscover.com/images/showtime-wallpaper-5.jpg

• http://mightynice.com.au/wp-content/uploads/2015/07/Spaceman2.png
!73
Thank You! https://i.gifer.com/Bf.gif
!73
Thank You! https://i.gifer.com/Bf.gif
Questions?
!74
andriyrav@gmail.com
JandriyR
@AndriyRymar
Become a speakerContacts
Morning@Lohika
JavaDay Lviv

Weitere ähnliche Inhalte

Ähnlich wie Distributed systems - Fun, Fast & Useful

UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)
UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)
UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)ux singapore
 
Harkable Day of Innovation Oct 2013 - Hark in the Park
Harkable Day of Innovation Oct 2013 - Hark in the ParkHarkable Day of Innovation Oct 2013 - Hark in the Park
Harkable Day of Innovation Oct 2013 - Hark in the ParkHarkable
 
Crab: A Python Framework for Building Recommender Systems
Crab: A Python Framework for Building Recommender Systems Crab: A Python Framework for Building Recommender Systems
Crab: A Python Framework for Building Recommender Systems Marcel Caraciolo
 
Open Hack London - Introduction to YQL
Open Hack London - Introduction to YQLOpen Hack London - Introduction to YQL
Open Hack London - Introduction to YQLChristian Heilmann
 
OCCUE: Untangling Web20
OCCUE: Untangling Web20OCCUE: Untangling Web20
OCCUE: Untangling Web20Shelley Owen
 
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...Yandex
 
Mining the Geo Needles in the Social Haystack
Mining the Geo Needles in the Social HaystackMining the Geo Needles in the Social Haystack
Mining the Geo Needles in the Social HaystackMatthew Russell
 
Capturing Process: Challenges and opportunities
Capturing Process: Challenges and opportunitiesCapturing Process: Challenges and opportunities
Capturing Process: Challenges and opportunitiesCameron Neylon
 
JAX2013 Keynote - When open-source enables the Internet of Things
JAX2013 Keynote - When open-source enables the Internet of ThingsJAX2013 Keynote - When open-source enables the Internet of Things
JAX2013 Keynote - When open-source enables the Internet of ThingsBenjamin Cabé
 
21st Century Bricoleurs v2 part one
21st Century Bricoleurs v2 part one21st Century Bricoleurs v2 part one
21st Century Bricoleurs v2 part oneDarren Kuropatwa
 

Ähnlich wie Distributed systems - Fun, Fast & Useful (10)

UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)
UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)
UXSG2014 Lightning Talks - Selfish accessibility (Adrian Roselli)
 
Harkable Day of Innovation Oct 2013 - Hark in the Park
Harkable Day of Innovation Oct 2013 - Hark in the ParkHarkable Day of Innovation Oct 2013 - Hark in the Park
Harkable Day of Innovation Oct 2013 - Hark in the Park
 
Crab: A Python Framework for Building Recommender Systems
Crab: A Python Framework for Building Recommender Systems Crab: A Python Framework for Building Recommender Systems
Crab: A Python Framework for Building Recommender Systems
 
Open Hack London - Introduction to YQL
Open Hack London - Introduction to YQLOpen Hack London - Introduction to YQL
Open Hack London - Introduction to YQL
 
OCCUE: Untangling Web20
OCCUE: Untangling Web20OCCUE: Untangling Web20
OCCUE: Untangling Web20
 
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...
Михаил Епихин — Бутылочное горлышко. как найти узкие места сервиса и увеличит...
 
Mining the Geo Needles in the Social Haystack
Mining the Geo Needles in the Social HaystackMining the Geo Needles in the Social Haystack
Mining the Geo Needles in the Social Haystack
 
Capturing Process: Challenges and opportunities
Capturing Process: Challenges and opportunitiesCapturing Process: Challenges and opportunities
Capturing Process: Challenges and opportunities
 
JAX2013 Keynote - When open-source enables the Internet of Things
JAX2013 Keynote - When open-source enables the Internet of ThingsJAX2013 Keynote - When open-source enables the Internet of Things
JAX2013 Keynote - When open-source enables the Internet of Things
 
21st Century Bricoleurs v2 part one
21st Century Bricoleurs v2 part one21st Century Bricoleurs v2 part one
21st Century Bricoleurs v2 part one
 

Mehr von Andriy Rymar

Morning@Lohika : Atomix & distributed fighters
Morning@Lohika :  Atomix & distributed fightersMorning@Lohika :  Atomix & distributed fighters
Morning@Lohika : Atomix & distributed fightersAndriy Rymar
 
Atomix & Distributed Fighters
Atomix & Distributed FightersAtomix & Distributed Fighters
Atomix & Distributed FightersAndriy Rymar
 
Cassandra : to be or not to be @ TechTalk
Cassandra : to be or not to be @ TechTalkCassandra : to be or not to be @ TechTalk
Cassandra : to be or not to be @ TechTalkAndriy Rymar
 
Cassandra : To be or not to be
Cassandra : To be or not to beCassandra : To be or not to be
Cassandra : To be or not to beAndriy Rymar
 
Cassandra under the hood
Cassandra under the hoodCassandra under the hood
Cassandra under the hoodAndriy Rymar
 

Mehr von Andriy Rymar (6)

Latest java
Latest javaLatest java
Latest java
 
Morning@Lohika : Atomix & distributed fighters
Morning@Lohika :  Atomix & distributed fightersMorning@Lohika :  Atomix & distributed fighters
Morning@Lohika : Atomix & distributed fighters
 
Atomix & Distributed Fighters
Atomix & Distributed FightersAtomix & Distributed Fighters
Atomix & Distributed Fighters
 
Cassandra : to be or not to be @ TechTalk
Cassandra : to be or not to be @ TechTalkCassandra : to be or not to be @ TechTalk
Cassandra : to be or not to be @ TechTalk
 
Cassandra : To be or not to be
Cassandra : To be or not to beCassandra : To be or not to be
Cassandra : To be or not to be
 
Cassandra under the hood
Cassandra under the hoodCassandra under the hood
Cassandra under the hood
 

Kürzlich hochgeladen

MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSSIVASHANKAR N
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Christo Ananth
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...RajaP95
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingrknatarajan
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSISrknatarajan
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 

Kürzlich hochgeladen (20)

MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLSMANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
MANUFACTURING PROCESS-II UNIT-5 NC MACHINE TOOLS
 
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
Call for Papers - Educational Administration: Theory and Practice, E-ISSN: 21...
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
IMPLICATIONS OF THE ABOVE HOLISTIC UNDERSTANDING OF HARMONY ON PROFESSIONAL E...
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and workingUNIT-V FMM.HYDRAULIC TURBINE - Construction and working
UNIT-V FMM.HYDRAULIC TURBINE - Construction and working
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
Call Girls in Nagpur Suman Call 7001035870 Meet With Nagpur Escorts
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
 
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(PRIYA) Rajgurunagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
UNIT-III FMM. DIMENSIONAL ANALYSIS
UNIT-III FMM.        DIMENSIONAL ANALYSISUNIT-III FMM.        DIMENSIONAL ANALYSIS
UNIT-III FMM. DIMENSIONAL ANALYSIS
 
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 

Distributed systems - Fun, Fast & Useful