SlideShare a Scribd company logo

Quasi-Linearizability: relaxed consistency for improved concurrency.

1 of 32
Download to read offline
Quasi-Linearizability: relaxed consistency for improved concurrency,[object Object],Y. Afek,   G. Korland,   E. Yanovsky Tel-Aviv University,[object Object]
Motivation,[object Object],Linearizability Intuitive & clear ,[object Object],BUT, requires strong synchronization ,[object Object],				   limited scalability,[object Object]
Motivation SEDA,[object Object],[object Object]
Thread pools
A task queue and a set of consumer threads,[object Object]
Motivation Shared Counter,[object Object],[object Object]
ID generator ,[object Object],[object Object]
What about Tree?
What about Priority Queue?,[object Object]
Back to the SEDA example…Strict FIFO order is not a must,[object Object],Replace FIFO with Loose-FIFO.,[object Object]
Example IEventual consistency,[object Object],Given a sufficiently long period of timeover which no updates,[object Object],  are sent, we can expect ,[object Object],   that during this period, ,[object Object],  all updates will, ,[object Object],   eventually, propagate ,[object Object],   through the system and,[object Object],  all the replicas will be consistent. ,[object Object]
Example IIQuiescent consistency,[object Object],Operations whose occurrence is ,[object Object],  separated by a quiescent state ,[object Object],   should appear in the order of their occurrence. ,[object Object],An object is in a quiescent state if currently there is no pending or executing operation on that object.,[object Object]
The Solution cont.,[object Object],[object Object]
Back to the SEAD example…Strict FIFO order is not a must,[object Object],[object Object],“Quasi-FIFO”,[object Object],[object Object],[object Object]
Pick a node at randomfrom the first Knodes
dequeueits element if possible.
If already dequeued, and the queue is not empty, repeat.,[object Object]
Quasi Linearizable Definition,[object Object],Parallel ,[object Object],Histories,[object Object],Legal,[object Object],Sequential,[object Object],Histories,[object Object]
Quasi Linearizable Definition,[object Object],H’,[object Object],1,[object Object],2,[object Object],3,[object Object],4,[object Object],5,[object Object],6,[object Object],H,[object Object],4,[object Object],1,[object Object],2,[object Object],3,[object Object],5,[object Object],6,[object Object],Distance 3 ,[object Object]
Quasi Linearizable Definition,[object Object],Example,[object Object]
Quasi Linearizable Definition,[object Object]
Quasi Linearizable Definition,[object Object]
Quasi Linearizable Definition,[object Object]
Quasi Linearizable Definition,[object Object],Parallel ,[object Object],Histories,[object Object],Q-Quasi-Sequential ,[object Object],Legal,[object Object],Sequential,[object Object],Histories,[object Object]
Quasi LinearizableFIFO Queue,[object Object],Q(deq op)= 0        (cannot move dequeue operations).,[object Object],Q(enq op)= K        (move enqueue up to distance K).,[object Object],==,[object Object],Q(deq not empty op)= K       (move dequeue up to distance K).,[object Object],Q(deq empty op)  = 0           (except dequeueempty).,[object Object],Q(enq op)= 0        	       (cannot move enqueue operations).,[object Object]
Segmented Queue,[object Object],[object Object]
do
Pick a randomelement from corresponding segment
If empty-segment (Full-segment) remove it (Add new)
repeat Each segment size ==  K.,[object Object]
Quasi-Linearizability: relaxed consistency for improved concurrency.
Quasi-Linearizability: relaxed consistency for improved concurrency.

Recommended

20171110 qrnn quasi-recurrent neural networks
20171110 qrnn   quasi-recurrent neural networks20171110 qrnn   quasi-recurrent neural networks
20171110 qrnn quasi-recurrent neural networksh m
 
Generating sentences from a continuous space
Generating sentences from a continuous spaceGenerating sentences from a continuous space
Generating sentences from a continuous spaceShuhei Iitsuka
 
ClockSystem: Embedding Time in Smalltalk
ClockSystem: Embedding Time in SmalltalkClockSystem: Embedding Time in Smalltalk
ClockSystem: Embedding Time in SmalltalkESUG
 
Variational Inference in Python
Variational Inference in PythonVariational Inference in Python
Variational Inference in PythonPeadar Coyle
 
Introduction to Bayesian Analysis in Python
Introduction to Bayesian Analysis in PythonIntroduction to Bayesian Analysis in Python
Introduction to Bayesian Analysis in PythonPeadar Coyle
 
Attention is all you need (UPC Reading Group 2018, by Santi Pascual)
Attention is all you need (UPC Reading Group 2018, by Santi Pascual)Attention is all you need (UPC Reading Group 2018, by Santi Pascual)
Attention is all you need (UPC Reading Group 2018, by Santi Pascual)Universitat Politècnica de Catalunya
 
Quantum algorithms for pattern matching in genomic sequences - 2018-06-22
Quantum algorithms for pattern matching in genomic sequences - 2018-06-22Quantum algorithms for pattern matching in genomic sequences - 2018-06-22
Quantum algorithms for pattern matching in genomic sequences - 2018-06-22Aritra Sarkar
 

More Related Content

What's hot

Lecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksLecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksSang Jun Lee
 
Getting the Most out of Transition-based Dependency Parsing
Getting the Most out of Transition-based Dependency ParsingGetting the Most out of Transition-based Dependency Parsing
Getting the Most out of Transition-based Dependency ParsingJinho Choi
 
Re-engineering Eclipse MDT/OCL for Xtext
Re-engineering Eclipse MDT/OCL for XtextRe-engineering Eclipse MDT/OCL for Xtext
Re-engineering Eclipse MDT/OCL for XtextEdward Willink
 
Cilk - An Efficient Multithreaded Runtime System
Cilk - An Efficient Multithreaded Runtime SystemCilk - An Efficient Multithreaded Runtime System
Cilk - An Efficient Multithreaded Runtime SystemShareek Ahamed
 
Genomics algorithms on digital NISQ accelerators - 2019-01-25
Genomics algorithms on digital NISQ accelerators - 2019-01-25Genomics algorithms on digital NISQ accelerators - 2019-01-25
Genomics algorithms on digital NISQ accelerators - 2019-01-25Aritra Sarkar
 
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23Aritra Sarkar
 

What's hot (10)

Lecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural NetworksLecture 7: Recurrent Neural Networks
Lecture 7: Recurrent Neural Networks
 
Getting the Most out of Transition-based Dependency Parsing
Getting the Most out of Transition-based Dependency ParsingGetting the Most out of Transition-based Dependency Parsing
Getting the Most out of Transition-based Dependency Parsing
 
Re-engineering Eclipse MDT/OCL for Xtext
Re-engineering Eclipse MDT/OCL for XtextRe-engineering Eclipse MDT/OCL for Xtext
Re-engineering Eclipse MDT/OCL for Xtext
 
How to share a secret
How to share a secretHow to share a secret
How to share a secret
 
Multidimensional RNN
Multidimensional RNNMultidimensional RNN
Multidimensional RNN
 
Cilk - An Efficient Multithreaded Runtime System
Cilk - An Efficient Multithreaded Runtime SystemCilk - An Efficient Multithreaded Runtime System
Cilk - An Efficient Multithreaded Runtime System
 
Genomics algorithms on digital NISQ accelerators - 2019-01-25
Genomics algorithms on digital NISQ accelerators - 2019-01-25Genomics algorithms on digital NISQ accelerators - 2019-01-25
Genomics algorithms on digital NISQ accelerators - 2019-01-25
 
Rnn & Lstm
Rnn & LstmRnn & Lstm
Rnn & Lstm
 
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23
HiPEAC'19 Tutorial on Quantum algorithms using QX - 2019-01-23
 
Ijcet 06 08_003
Ijcet 06 08_003Ijcet 06 08_003
Ijcet 06 08_003
 

Similar to Quasi-Linearizability: relaxed consistency for improved concurrency.

Concurrency Constructs Overview
Concurrency Constructs OverviewConcurrency Constructs Overview
Concurrency Constructs Overviewstasimus
 
The Need for Async @ ScalaWorld
The Need for Async @ ScalaWorldThe Need for Async @ ScalaWorld
The Need for Async @ ScalaWorldKonrad Malawski
 
Oscon keynote: Working hard to keep it simple
Oscon keynote: Working hard to keep it simpleOscon keynote: Working hard to keep it simple
Oscon keynote: Working hard to keep it simpleMartin Odersky
 
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data Structures
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data StructuresRound-Up: Runtime Checking Quasi Linearizability of Concurrent Data Structures
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data StructuresLu Zhang
 
Reactive programming with examples
Reactive programming with examplesReactive programming with examples
Reactive programming with examplesPeter Lawrey
 
A Survey of Concurrency Constructs
A Survey of Concurrency ConstructsA Survey of Concurrency Constructs
A Survey of Concurrency ConstructsTed Leung
 
Parallel Computing For Managed Developers
Parallel Computing For Managed DevelopersParallel Computing For Managed Developers
Parallel Computing For Managed DevelopersBala Subra
 
Need for Async: Hot pursuit for scalable applications
Need for Async: Hot pursuit for scalable applicationsNeed for Async: Hot pursuit for scalable applications
Need for Async: Hot pursuit for scalable applicationsKonrad Malawski
 
Multi core programming 1
Multi core programming 1Multi core programming 1
Multi core programming 1Robin Aggarwal
 
Recurrent and Recursive Nets (part 2)
Recurrent and Recursive Nets (part 2)Recurrent and Recursive Nets (part 2)
Recurrent and Recursive Nets (part 2)sohaib_alam
 
Codefreeze eng
Codefreeze engCodefreeze eng
Codefreeze engDevexperts
 
Codefreeze rus
Codefreeze rusCodefreeze rus
Codefreeze rusDevexperts
 
Reactive Qt - Ivan Čukić (Qt World Summit 2015)
Reactive Qt - Ivan Čukić (Qt World Summit 2015)Reactive Qt - Ivan Čukić (Qt World Summit 2015)
Reactive Qt - Ivan Čukić (Qt World Summit 2015)Ivan Čukić
 
Clojure concurrency
Clojure concurrencyClojure concurrency
Clojure concurrencyAlex Navis
 
Quasi succinct indices
Quasi succinct indicesQuasi succinct indices
Quasi succinct indicesHan Jiang
 
The theory of concurrent programming for a seasoned programmer
The theory of concurrent programming for a seasoned programmerThe theory of concurrent programming for a seasoned programmer
The theory of concurrent programming for a seasoned programmerRoman Elizarov
 

Similar to Quasi-Linearizability: relaxed consistency for improved concurrency. (20)

Concurrency Constructs Overview
Concurrency Constructs OverviewConcurrency Constructs Overview
Concurrency Constructs Overview
 
Devoxx
DevoxxDevoxx
Devoxx
 
The Need for Async @ ScalaWorld
The Need for Async @ ScalaWorldThe Need for Async @ ScalaWorld
The Need for Async @ ScalaWorld
 
Oscon keynote: Working hard to keep it simple
Oscon keynote: Working hard to keep it simpleOscon keynote: Working hard to keep it simple
Oscon keynote: Working hard to keep it simple
 
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data Structures
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data StructuresRound-Up: Runtime Checking Quasi Linearizability of Concurrent Data Structures
Round-Up: Runtime Checking Quasi Linearizability of Concurrent Data Structures
 
Reactive programming with examples
Reactive programming with examplesReactive programming with examples
Reactive programming with examples
 
2017 nov reflow sbtb
2017 nov reflow sbtb2017 nov reflow sbtb
2017 nov reflow sbtb
 
A Survey of Concurrency Constructs
A Survey of Concurrency ConstructsA Survey of Concurrency Constructs
A Survey of Concurrency Constructs
 
Parallel Computing For Managed Developers
Parallel Computing For Managed DevelopersParallel Computing For Managed Developers
Parallel Computing For Managed Developers
 
Need for Async: Hot pursuit for scalable applications
Need for Async: Hot pursuit for scalable applicationsNeed for Async: Hot pursuit for scalable applications
Need for Async: Hot pursuit for scalable applications
 
Multi core programming 1
Multi core programming 1Multi core programming 1
Multi core programming 1
 
Machine Learning 1
Machine Learning 1Machine Learning 1
Machine Learning 1
 
Recurrent and Recursive Nets (part 2)
Recurrent and Recursive Nets (part 2)Recurrent and Recursive Nets (part 2)
Recurrent and Recursive Nets (part 2)
 
Codefreeze eng
Codefreeze engCodefreeze eng
Codefreeze eng
 
Codefreeze rus
Codefreeze rusCodefreeze rus
Codefreeze rus
 
Reactive Qt - Ivan Čukić (Qt World Summit 2015)
Reactive Qt - Ivan Čukić (Qt World Summit 2015)Reactive Qt - Ivan Čukić (Qt World Summit 2015)
Reactive Qt - Ivan Čukić (Qt World Summit 2015)
 
Clojure concurrency
Clojure concurrencyClojure concurrency
Clojure concurrency
 
chen-06.ppt
chen-06.pptchen-06.ppt
chen-06.ppt
 
Quasi succinct indices
Quasi succinct indicesQuasi succinct indices
Quasi succinct indices
 
The theory of concurrent programming for a seasoned programmer
The theory of concurrent programming for a seasoned programmerThe theory of concurrent programming for a seasoned programmer
The theory of concurrent programming for a seasoned programmer
 

More from Guy Korland

Redis Developer Day TLV - Redis Stack & RedisInsight
Redis Developer Day TLV - Redis Stack & RedisInsightRedis Developer Day TLV - Redis Stack & RedisInsight
Redis Developer Day TLV - Redis Stack & RedisInsightGuy Korland
 
Using Redis As Your Online Feature Store: 2021 Highlights. 2022 Directions
Using Redis As Your  Online Feature Store:  2021 Highlights. 2022 DirectionsUsing Redis As Your  Online Feature Store:  2021 Highlights. 2022 Directions
Using Redis As Your Online Feature Store: 2021 Highlights. 2022 DirectionsGuy Korland
 
The evolution of DBaaS - israelcloudsummit
The evolution of DBaaS - israelcloudsummitThe evolution of DBaaS - israelcloudsummit
The evolution of DBaaS - israelcloudsummitGuy Korland
 
From kv to multi model RedisDay NYC19
From kv to multi model   RedisDay NYC19From kv to multi model   RedisDay NYC19
From kv to multi model RedisDay NYC19Guy Korland
 
From Key-Value to Multi-Model - RedisConf19
From Key-Value to Multi-Model - RedisConf19From Key-Value to Multi-Model - RedisConf19
From Key-Value to Multi-Model - RedisConf19Guy Korland
 
Paractical Solutions for Multicore Programming
Paractical Solutions for Multicore ProgrammingParactical Solutions for Multicore Programming
Paractical Solutions for Multicore ProgrammingGuy Korland
 
Crafting a Ready-to-Go STM
Crafting  a Ready-to-Go STMCrafting  a Ready-to-Go STM
Crafting a Ready-to-Go STMGuy Korland
 
Building Scalable Producer-Consumer Pools based on Elimination-Diraction Trees
Building Scalable Producer-Consumer  Pools based on Elimination-Diraction TreesBuilding Scalable Producer-Consumer  Pools based on Elimination-Diraction Trees
Building Scalable Producer-Consumer Pools based on Elimination-Diraction TreesGuy Korland
 
Lowering STM Overhead with Static Analysis
Lowering STM Overhead with Static AnalysisLowering STM Overhead with Static Analysis
Lowering STM Overhead with Static AnalysisGuy Korland
 
Open stack bigdata NY cloudcamp
Open stack bigdata NY cloudcampOpen stack bigdata NY cloudcamp
Open stack bigdata NY cloudcampGuy Korland
 
The Open PaaS Stack
The Open PaaS StackThe Open PaaS Stack
The Open PaaS StackGuy Korland
 
The Next Generation Application Server – How Event Based Processing yields s...
The Next Generation  Application Server – How Event Based Processing yields s...The Next Generation  Application Server – How Event Based Processing yields s...
The Next Generation Application Server – How Event Based Processing yields s...Guy Korland
 
Deuce STM - CMP'09
Deuce STM - CMP'09Deuce STM - CMP'09
Deuce STM - CMP'09Guy Korland
 

More from Guy Korland (15)

Redis Developer Day TLV - Redis Stack & RedisInsight
Redis Developer Day TLV - Redis Stack & RedisInsightRedis Developer Day TLV - Redis Stack & RedisInsight
Redis Developer Day TLV - Redis Stack & RedisInsight
 
Using Redis As Your Online Feature Store: 2021 Highlights. 2022 Directions
Using Redis As Your  Online Feature Store:  2021 Highlights. 2022 DirectionsUsing Redis As Your  Online Feature Store:  2021 Highlights. 2022 Directions
Using Redis As Your Online Feature Store: 2021 Highlights. 2022 Directions
 
Vector database
Vector databaseVector database
Vector database
 
The evolution of DBaaS - israelcloudsummit
The evolution of DBaaS - israelcloudsummitThe evolution of DBaaS - israelcloudsummit
The evolution of DBaaS - israelcloudsummit
 
From kv to multi model RedisDay NYC19
From kv to multi model   RedisDay NYC19From kv to multi model   RedisDay NYC19
From kv to multi model RedisDay NYC19
 
From Key-Value to Multi-Model - RedisConf19
From Key-Value to Multi-Model - RedisConf19From Key-Value to Multi-Model - RedisConf19
From Key-Value to Multi-Model - RedisConf19
 
Paractical Solutions for Multicore Programming
Paractical Solutions for Multicore ProgrammingParactical Solutions for Multicore Programming
Paractical Solutions for Multicore Programming
 
Crafting a Ready-to-Go STM
Crafting  a Ready-to-Go STMCrafting  a Ready-to-Go STM
Crafting a Ready-to-Go STM
 
Building Scalable Producer-Consumer Pools based on Elimination-Diraction Trees
Building Scalable Producer-Consumer  Pools based on Elimination-Diraction TreesBuilding Scalable Producer-Consumer  Pools based on Elimination-Diraction Trees
Building Scalable Producer-Consumer Pools based on Elimination-Diraction Trees
 
Lowering STM Overhead with Static Analysis
Lowering STM Overhead with Static AnalysisLowering STM Overhead with Static Analysis
Lowering STM Overhead with Static Analysis
 
Cloudify 10m
Cloudify 10mCloudify 10m
Cloudify 10m
 
Open stack bigdata NY cloudcamp
Open stack bigdata NY cloudcampOpen stack bigdata NY cloudcamp
Open stack bigdata NY cloudcamp
 
The Open PaaS Stack
The Open PaaS StackThe Open PaaS Stack
The Open PaaS Stack
 
The Next Generation Application Server – How Event Based Processing yields s...
The Next Generation  Application Server – How Event Based Processing yields s...The Next Generation  Application Server – How Event Based Processing yields s...
The Next Generation Application Server – How Event Based Processing yields s...
 
Deuce STM - CMP'09
Deuce STM - CMP'09Deuce STM - CMP'09
Deuce STM - CMP'09
 

Recently uploaded

Centralized TLS Certificates Management Using Vault PKI + Cert-Manager
Centralized TLS Certificates Management Using Vault PKI + Cert-ManagerCentralized TLS Certificates Management Using Vault PKI + Cert-Manager
Centralized TLS Certificates Management Using Vault PKI + Cert-ManagerSaiLinnThu2
 
Building Bridges: Merging RPA Processes, UiPath Apps, and Data Service to bu...
Building Bridges:  Merging RPA Processes, UiPath Apps, and Data Service to bu...Building Bridges:  Merging RPA Processes, UiPath Apps, and Data Service to bu...
Building Bridges: Merging RPA Processes, UiPath Apps, and Data Service to bu...DianaGray10
 
eXtended Reality(XR) Basic introductions
eXtended Reality(XR) Basic introductionseXtended Reality(XR) Basic introductions
eXtended Reality(XR) Basic introductionsElanthirayan Madhavan
 
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlue
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlueVM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlue
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlueShapeBlue
 
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...SearchNorwich
 
Q4 2023 Quarterly Investor Presentation - FINAL.pdf
Q4 2023 Quarterly Investor Presentation - FINAL.pdfQ4 2023 Quarterly Investor Presentation - FINAL.pdf
Q4 2023 Quarterly Investor Presentation - FINAL.pdfTejal81
 
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...2toLead Limited
 
Key projects in AI, ML and Generative AI
Key projects in AI, ML and Generative AIKey projects in AI, ML and Generative AI
Key projects in AI, ML and Generative AIVijayananda Mohire
 
Mastering Play Store App Listing and Optimization
Mastering Play Store App Listing and OptimizationMastering Play Store App Listing and Optimization
Mastering Play Store App Listing and OptimizationAppsthentic Technology
 
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUG
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUGBoosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUG
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUGRick Ossendrijver
 
Transcript: Trending now: Book subjects on the move in the Canadian market - ...
Transcript: Trending now: Book subjects on the move in the Canadian market - ...Transcript: Trending now: Book subjects on the move in the Canadian market - ...
Transcript: Trending now: Book subjects on the move in the Canadian market - ...BookNet Canada
 
National Institute of Standards and Technology (NIST) Cybersecurity Framework...
National Institute of Standards and Technology (NIST) Cybersecurity Framework...National Institute of Standards and Technology (NIST) Cybersecurity Framework...
National Institute of Standards and Technology (NIST) Cybersecurity Framework...MichaelBenis1
 
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)Jay Zhao
 
Communities, networking and developer culture
Communities, networking and developer cultureCommunities, networking and developer culture
Communities, networking and developer cultureRavi Sanghani
 
Achieving Excellence IESVE for HVAC Simulation.pdf
Achieving Excellence IESVE for HVAC Simulation.pdfAchieving Excellence IESVE for HVAC Simulation.pdf
Achieving Excellence IESVE for HVAC Simulation.pdfIES VE
 
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...James Anderson
 
Enterprise Architecture As Strategy - Book Review
Enterprise Architecture As Strategy - Book ReviewEnterprise Architecture As Strategy - Book Review
Enterprise Architecture As Strategy - Book ReviewAshraf Fouad
 
PrismCRM-RealEstate-SalesCRM_byCode5Company
PrismCRM-RealEstate-SalesCRM_byCode5CompanyPrismCRM-RealEstate-SalesCRM_byCode5Company
PrismCRM-RealEstate-SalesCRM_byCode5CompanyMustafa Kuğu
 
Artificial Intelligence - AI For Everyone
Artificial Intelligence - AI For EveryoneArtificial Intelligence - AI For Everyone
Artificial Intelligence - AI For EveryoneSridhar Seshadri
 

Recently uploaded (20)

Centralized TLS Certificates Management Using Vault PKI + Cert-Manager
Centralized TLS Certificates Management Using Vault PKI + Cert-ManagerCentralized TLS Certificates Management Using Vault PKI + Cert-Manager
Centralized TLS Certificates Management Using Vault PKI + Cert-Manager
 
Building Bridges: Merging RPA Processes, UiPath Apps, and Data Service to bu...
Building Bridges:  Merging RPA Processes, UiPath Apps, and Data Service to bu...Building Bridges:  Merging RPA Processes, UiPath Apps, and Data Service to bu...
Building Bridges: Merging RPA Processes, UiPath Apps, and Data Service to bu...
 
eXtended Reality(XR) Basic introductions
eXtended Reality(XR) Basic introductionseXtended Reality(XR) Basic introductions
eXtended Reality(XR) Basic introductions
 
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlue
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlueVM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlue
VM Migration from VMware to CloudStack and KVM – Suresh Anaparti, ShapeBlue
 
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...
ChatGPT's Code Interpreter: Your secret weapon for SEO automation success - S...
 
Q4 2023 Quarterly Investor Presentation - FINAL.pdf
Q4 2023 Quarterly Investor Presentation - FINAL.pdfQ4 2023 Quarterly Investor Presentation - FINAL.pdf
Q4 2023 Quarterly Investor Presentation - FINAL.pdf
 
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...
Microsoft x 2toLead Webinar Session 1 - How Employee Communication and Connec...
 
Key projects in AI, ML and Generative AI
Key projects in AI, ML and Generative AIKey projects in AI, ML and Generative AI
Key projects in AI, ML and Generative AI
 
Mastering Play Store App Listing and Optimization
Mastering Play Store App Listing and OptimizationMastering Play Store App Listing and Optimization
Mastering Play Store App Listing and Optimization
 
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUG
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUGBoosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUG
Boosting Developer Effectiveness with a Java platform team 1.4 - ArnhemJUG
 
Transcript: Trending now: Book subjects on the move in the Canadian market - ...
Transcript: Trending now: Book subjects on the move in the Canadian market - ...Transcript: Trending now: Book subjects on the move in the Canadian market - ...
Transcript: Trending now: Book subjects on the move in the Canadian market - ...
 
National Institute of Standards and Technology (NIST) Cybersecurity Framework...
National Institute of Standards and Technology (NIST) Cybersecurity Framework...National Institute of Standards and Technology (NIST) Cybersecurity Framework...
National Institute of Standards and Technology (NIST) Cybersecurity Framework...
 
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)
Leonis Insights: The State of AI (7 trends for 2023 and 7 predictions for 2024)
 
Sue Loth: Job Search Strategies using personal connections
Sue Loth: Job Search Strategies using personal connectionsSue Loth: Job Search Strategies using personal connections
Sue Loth: Job Search Strategies using personal connections
 
Communities, networking and developer culture
Communities, networking and developer cultureCommunities, networking and developer culture
Communities, networking and developer culture
 
Achieving Excellence IESVE for HVAC Simulation.pdf
Achieving Excellence IESVE for HVAC Simulation.pdfAchieving Excellence IESVE for HVAC Simulation.pdf
Achieving Excellence IESVE for HVAC Simulation.pdf
 
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
GDG Cloud Southlake 30 Brian Demers Breeding 10x Developers with Developer Pr...
 
Enterprise Architecture As Strategy - Book Review
Enterprise Architecture As Strategy - Book ReviewEnterprise Architecture As Strategy - Book Review
Enterprise Architecture As Strategy - Book Review
 
PrismCRM-RealEstate-SalesCRM_byCode5Company
PrismCRM-RealEstate-SalesCRM_byCode5CompanyPrismCRM-RealEstate-SalesCRM_byCode5Company
PrismCRM-RealEstate-SalesCRM_byCode5Company
 
Artificial Intelligence - AI For Everyone
Artificial Intelligence - AI For EveryoneArtificial Intelligence - AI For Everyone
Artificial Intelligence - AI For Everyone
 

Quasi-Linearizability: relaxed consistency for improved concurrency.