SlideShare a Scribd company logo
1 of 26
“living” database
@pavlobaron
speaking of

streaming, reactive,

realtime, near time,
near realtime etc.
here is how all things are
supposed to look in the
reactive context
here is how current
database access methods
look in the reactive context
here is how current
databases look in the
reactive context
it’s time to

rethink databases
“living” database
some of the ideas are
partially implemented

in CEP, NoSQL, classic
DBMS, Rx etc.,

but not as a whole
storage is an aspect
storage is raw
everything is

ordered by time
everything is on channels
queries are continuous
views are materialised

and continuous
results are published
results are limited,

timed-out or ignored

by consumer
database quantifies harvest
changes are published

both ways
everybody fires and forgets,

but gets reminded

when things go wrong
consumers react
it needs far more than

just support in

the database driver
it needs the database

to be an active part

of the overall data flow
“living” database

More Related Content

Viewers also liked

What can be done with Java, but should better be done with Erlang (@pavlobaron)
What can be done with Java, but should better be done with Erlang (@pavlobaron)What can be done with Java, but should better be done with Erlang (@pavlobaron)
What can be done with Java, but should better be done with Erlang (@pavlobaron)Pavlo Baron
 
Dynamo concepts in depth (@pavlobaron)
Dynamo concepts in depth (@pavlobaron)Dynamo concepts in depth (@pavlobaron)
Dynamo concepts in depth (@pavlobaron)Pavlo Baron
 
Diving into Erlang is a one-way ticket (@pavlobaron)
Diving into Erlang is a one-way ticket (@pavlobaron)Diving into Erlang is a one-way ticket (@pavlobaron)
Diving into Erlang is a one-way ticket (@pavlobaron)Pavlo Baron
 
Becoming reactive without overreacting (@pavlobaron)
Becoming reactive without overreacting (@pavlobaron)Becoming reactive without overreacting (@pavlobaron)
Becoming reactive without overreacting (@pavlobaron)Pavlo Baron
 
Harry Potter and Enormous Data (Pavlo Baron)
Harry Potter and Enormous Data (Pavlo Baron)Harry Potter and Enormous Data (Pavlo Baron)
Harry Potter and Enormous Data (Pavlo Baron)Pavlo Baron
 
(Functional) reactive programming (@pavlobaron)
(Functional) reactive programming (@pavlobaron)(Functional) reactive programming (@pavlobaron)
(Functional) reactive programming (@pavlobaron)Pavlo Baron
 
Expo antiagregantes plaquetarios
Expo antiagregantes plaquetariosExpo antiagregantes plaquetarios
Expo antiagregantes plaquetariosale_magnifike
 
Big Data & NoSQL - EFS'11 (Pavlo Baron)
Big Data & NoSQL - EFS'11 (Pavlo Baron)Big Data & NoSQL - EFS'11 (Pavlo Baron)
Big Data & NoSQL - EFS'11 (Pavlo Baron)Pavlo Baron
 
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)Data on its way to history, interrupted by analytics and silicon (@pavlobaron)
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)Pavlo Baron
 

Viewers also liked (10)

Madre feliz dia¡
Madre feliz dia¡Madre feliz dia¡
Madre feliz dia¡
 
What can be done with Java, but should better be done with Erlang (@pavlobaron)
What can be done with Java, but should better be done with Erlang (@pavlobaron)What can be done with Java, but should better be done with Erlang (@pavlobaron)
What can be done with Java, but should better be done with Erlang (@pavlobaron)
 
Dynamo concepts in depth (@pavlobaron)
Dynamo concepts in depth (@pavlobaron)Dynamo concepts in depth (@pavlobaron)
Dynamo concepts in depth (@pavlobaron)
 
Diving into Erlang is a one-way ticket (@pavlobaron)
Diving into Erlang is a one-way ticket (@pavlobaron)Diving into Erlang is a one-way ticket (@pavlobaron)
Diving into Erlang is a one-way ticket (@pavlobaron)
 
Becoming reactive without overreacting (@pavlobaron)
Becoming reactive without overreacting (@pavlobaron)Becoming reactive without overreacting (@pavlobaron)
Becoming reactive without overreacting (@pavlobaron)
 
Harry Potter and Enormous Data (Pavlo Baron)
Harry Potter and Enormous Data (Pavlo Baron)Harry Potter and Enormous Data (Pavlo Baron)
Harry Potter and Enormous Data (Pavlo Baron)
 
(Functional) reactive programming (@pavlobaron)
(Functional) reactive programming (@pavlobaron)(Functional) reactive programming (@pavlobaron)
(Functional) reactive programming (@pavlobaron)
 
Expo antiagregantes plaquetarios
Expo antiagregantes plaquetariosExpo antiagregantes plaquetarios
Expo antiagregantes plaquetarios
 
Big Data & NoSQL - EFS'11 (Pavlo Baron)
Big Data & NoSQL - EFS'11 (Pavlo Baron)Big Data & NoSQL - EFS'11 (Pavlo Baron)
Big Data & NoSQL - EFS'11 (Pavlo Baron)
 
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)Data on its way to history, interrupted by analytics and silicon (@pavlobaron)
Data on its way to history, interrupted by analytics and silicon (@pavlobaron)
 

More from Pavlo Baron

data, ..., profit (@pavlobaron)
data, ..., profit (@pavlobaron)data, ..., profit (@pavlobaron)
data, ..., profit (@pavlobaron)Pavlo Baron
 
Near realtime analytics - technology choice (@pavlobaron)
Near realtime analytics - technology choice (@pavlobaron)Near realtime analytics - technology choice (@pavlobaron)
Near realtime analytics - technology choice (@pavlobaron)Pavlo Baron
 
Set this Big Data technology zoo in order (@pavlobaron)
Set this Big Data technology zoo in order (@pavlobaron)Set this Big Data technology zoo in order (@pavlobaron)
Set this Big Data technology zoo in order (@pavlobaron)Pavlo Baron
 
a Tech guy’s take on Big Data business cases (@pavlobaron)
a Tech guy’s take on Big Data business cases (@pavlobaron)a Tech guy’s take on Big Data business cases (@pavlobaron)
a Tech guy’s take on Big Data business cases (@pavlobaron)Pavlo Baron
 
From Hand To Mouth (@pavlobaron)
From Hand To Mouth (@pavlobaron)From Hand To Mouth (@pavlobaron)
From Hand To Mouth (@pavlobaron)Pavlo Baron
 
The Big Data Developer (@pavlobaron)
The Big Data Developer (@pavlobaron)The Big Data Developer (@pavlobaron)
The Big Data Developer (@pavlobaron)Pavlo Baron
 
20 reasons why we don't need architects (@pavlobaron)
20 reasons why we don't need architects (@pavlobaron)20 reasons why we don't need architects (@pavlobaron)
20 reasons why we don't need architects (@pavlobaron)Pavlo Baron
 
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)Pavlo Baron
 
Let It Crash (@pavlobaron)
Let It Crash (@pavlobaron)Let It Crash (@pavlobaron)
Let It Crash (@pavlobaron)Pavlo Baron
 
JUGS June'11 - Erlang/OTP
JUGS June'11 - Erlang/OTPJUGS June'11 - Erlang/OTP
JUGS June'11 - Erlang/OTPPavlo Baron
 
Big Data - JAX2011 (Pavlo Baron)
Big Data - JAX2011 (Pavlo Baron)Big Data - JAX2011 (Pavlo Baron)
Big Data - JAX2011 (Pavlo Baron)Pavlo Baron
 
BigData & CDN - OOP2011 (Pavlo Baron)
BigData & CDN - OOP2011 (Pavlo Baron)BigData & CDN - OOP2011 (Pavlo Baron)
BigData & CDN - OOP2011 (Pavlo Baron)Pavlo Baron
 

More from Pavlo Baron (12)

data, ..., profit (@pavlobaron)
data, ..., profit (@pavlobaron)data, ..., profit (@pavlobaron)
data, ..., profit (@pavlobaron)
 
Near realtime analytics - technology choice (@pavlobaron)
Near realtime analytics - technology choice (@pavlobaron)Near realtime analytics - technology choice (@pavlobaron)
Near realtime analytics - technology choice (@pavlobaron)
 
Set this Big Data technology zoo in order (@pavlobaron)
Set this Big Data technology zoo in order (@pavlobaron)Set this Big Data technology zoo in order (@pavlobaron)
Set this Big Data technology zoo in order (@pavlobaron)
 
a Tech guy’s take on Big Data business cases (@pavlobaron)
a Tech guy’s take on Big Data business cases (@pavlobaron)a Tech guy’s take on Big Data business cases (@pavlobaron)
a Tech guy’s take on Big Data business cases (@pavlobaron)
 
From Hand To Mouth (@pavlobaron)
From Hand To Mouth (@pavlobaron)From Hand To Mouth (@pavlobaron)
From Hand To Mouth (@pavlobaron)
 
The Big Data Developer (@pavlobaron)
The Big Data Developer (@pavlobaron)The Big Data Developer (@pavlobaron)
The Big Data Developer (@pavlobaron)
 
20 reasons why we don't need architects (@pavlobaron)
20 reasons why we don't need architects (@pavlobaron)20 reasons why we don't need architects (@pavlobaron)
20 reasons why we don't need architects (@pavlobaron)
 
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)
Theoretical aspects of distributed systems - playfully illustrated (@pavlobaron)
 
Let It Crash (@pavlobaron)
Let It Crash (@pavlobaron)Let It Crash (@pavlobaron)
Let It Crash (@pavlobaron)
 
JUGS June'11 - Erlang/OTP
JUGS June'11 - Erlang/OTPJUGS June'11 - Erlang/OTP
JUGS June'11 - Erlang/OTP
 
Big Data - JAX2011 (Pavlo Baron)
Big Data - JAX2011 (Pavlo Baron)Big Data - JAX2011 (Pavlo Baron)
Big Data - JAX2011 (Pavlo Baron)
 
BigData & CDN - OOP2011 (Pavlo Baron)
BigData & CDN - OOP2011 (Pavlo Baron)BigData & CDN - OOP2011 (Pavlo Baron)
BigData & CDN - OOP2011 (Pavlo Baron)
 

Recently uploaded

Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringWSO2
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseWSO2
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Design and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data ScienceDesign and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data SciencePaolo Missier
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuidePixlogix Infotech
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontologyjohnbeverley2021
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxRustici Software
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityWSO2
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governanceWSO2
 

Recently uploaded (20)

Choreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software EngineeringChoreo: Empowering the Future of Enterprise Software Engineering
Choreo: Empowering the Future of Enterprise Software Engineering
 
Navigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern EnterpriseNavigating Identity and Access Management in the Modern Enterprise
Navigating Identity and Access Management in the Modern Enterprise
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Design and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data ScienceDesign and Development of a Provenance Capture Platform for Data Science
Design and Development of a Provenance Capture Platform for Data Science
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
TrustArc Webinar - Unified Trust Center for Privacy, Security, Compliance, an...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
JavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate GuideJavaScript Usage Statistics 2024 - The Ultimate Guide
JavaScript Usage Statistics 2024 - The Ultimate Guide
 
Six Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal OntologySix Myths about Ontologies: The Basics of Formal Ontology
Six Myths about Ontologies: The Basics of Formal Ontology
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
WSO2 Micro Integrator for Enterprise Integration in a Decentralized, Microser...
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
API Governance and Monetization - The evolution of API governance
API Governance and Monetization -  The evolution of API governanceAPI Governance and Monetization -  The evolution of API governance
API Governance and Monetization - The evolution of API governance
 

Qcon2015 living database