Moteur CEP

•

0 likes•366 views

F

Fawaz Fernand PARAISO

Presentaion about Complex Event Processing (CEP).

1
Complex Event Processing
Fawaz PARAÏSO

2
Agenda
● Introduction
● What is CEP ?
● CEP with Canopsis

3
An event is a piece of data that represents that
something happened in the real world, or in
software system.
e.g UserClick, ServiceFailure, BellsRinging
Event

4
Complex Event
An event that could only happen when lots of
other events happen.
e.g Wedding is happen, etc.

5
What is CEP ?
Complex Event Processing (CEP) is a set of
techniques and tools to help understand and
control event-driven Information System.

6
What is CEP ?
Event
producers
Event
consumers
Producer 0
Producer 1
Producer 2
Producer 3
Consumer 0
Consumer 1
Consumer 2
source
source
source
source
sink
sink
sink
CEP
Engine
Filter, transform, enrich, aggregate,
Detect patterns, derive event, route

7
CEP characteristics
Pattern detection
Routing
Enrichment
Splitting
Matching
Transformation
Correlation
Time window

8
Filter event (Window)
Incoming
Events
time
New
Events
Old
Events
E1(KO)
E2(OK)
E3(ACK)
Filter
State=KO
E4(KO)
E1
E1
E1
E1 E4
E1
E4
X
X
Length Window = 2 events

9
Processing Models
● Batch processing
● (Event-) Stream processing
● Micro-batching

10
CEP with canopsis
● Fast memory processing of events (filtering,
grouping and aggregating)
● Real time analysis
● Better scaling of the infrastruture
● Flexibility to use query language to monitor
new service

11
State of The Art

12
Thanks !

More Related Content

Similar to Moteur CEP

Jay Kreps is the CEO of Confluent, Inc., a company backing the popular Apache Kafka® messaging system. Prior to founding Confluent, he was formerly the lead architect for data infrastructure at LinkedIn. He is among the original authors of several open source projects including Project Voldemort (a key-value store). Apache Kafka (a distributed messaging system) and Apache Samza (a stream processing system).

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Complex Event Processing

Complex Event Processing

Complex Event Processing

Intelligent Monitoring

Intelligent Monitoring

Intelligent Monitoring

FIWARE CEP GE introduction, ICT 2015

FIWARE CEP GE introduction, ICT 2015

FIWARE CEP GE introduction, ICT 2015

In this talk the basics on Apache Flink are covered: why the project exists, where it came from, what gap does it fill, how it differs from all the other stream processing projects, what is it being used for, and where is it headed. In short, streaming data is now the new trend, and for very good reasons. Most data is produced continuously, and it makes sense that it is processed and analysed continuously. Whether it is the need for more real-time products, adopting micro-services, or building continuous applications, stream processing technology offers to simplify the data infrastructure stack and reduce the latency to decisions.

Kostas Tzoumas - Stream Processing with Apache Flink®

Kostas Tzoumas - Stream Processing with Apache Flink®

Kostas Tzoumas - Stream Processing with Apache Flink®

Debunking Common Myths in Stream Processing

Debunking Common Myths in Stream Processing

Debunking Common Myths in Stream Processing

“Customer experience is the next big battle ground for telcos,” proclaimed recently Amit Akhelikar, Global Director of Lynx Analytics at TM Forum Live! Asia in Singapore. But, how to fight in this battle? A common approach has been to keep “under control” some well-known network quality indicators, like dropped calls, radio access congestion, availability, and so on; but this has proven not to be enough to keep customers happy, like a siege weapon is not enough to conquer a city. But, what if it were possible to know how customers perceive services, at least most demanded ones, like web browsing or video streaming? That would be like a squad of archers ready to battle. And even having that, how to extract value of it and take actions in no time, giving our skilled archers the right targets? Meet CANVAS (Customer And Network Visualization and AnaltyticS), one of the first LATAM implementations of a Flink-based stream processing use case for a telco, which successfully combines leading and innovative technologies like Apache Hadoop, YARN, Kafka, Nifi, Druid and advanced visualizations with Flink core features like non-trivial stateful stream processing (joins, windows and aggregations on event time) and CEP capabilities for alarm generation, delivering a next-generation tool for SOC (Service Operation Center) teams.

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

FaaS composition using Kafka and Cloud-Events LOCATION: Burton & Redgrave, DATE: November 7, 2019, TIME: 2:30 pm - 3:15 pm https://serverlesscomputing.london/sessions/faas-composition-using-kafka-and-cloud-events/ Serverless functions or FaaS are all the rage. By leveraging well established event-driven microservice design principles and applying them to serverless functions we can build a homogenous ecosystem to run FaaS applications. Kafka’s natural ability to store and replay events means serverless functions can not only be replayed, but they can also be used to choreograph call chains or driven using orchestration. Kafka also means we can democratize and organize FaaS environments in a way that scales across the enterprise. Underpinning this mantra is the use of Cloud Events by the CNCF serverless working group (of which Confluent is an active member). Objective of the talk You will leave the talk with an understanding of what the future of cloud holds, a methodology for embracing serverless functions and how they become part of your journey to a cloud-native, event-driven architecture.

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Keystone event processing pipeline on a dockerized microservices architecture

Keystone event processing pipeline on a dockerized microservices architecture

Keystone event processing pipeline on a dockerized microservices architecture

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Oral presentation of Real-time Intrusion Detection in Network Traffic Using Adaptive and Auto-scaling Stream Processor at IEEE Global Communications Conference (Globecom 2018). Abstract: Advanced intrusion detection systems are beginning to utilize the power and flexibility offered by Complex Event Processing (CEP) engines. Adapting to new attacks and optimizing CEP rules are two challenges in this domain. Optimizing CEP rules requires a complete framework which can be ported to stream processors because a CEP rule cannot run without a stream processor. External dependencies of stream processors make CEP rule a black box which is hard to optimize. In this paper, we present a novel adaptive and functionally auto-scaling stream processor: "Wisdom" with a built-in hybrid optimizer developed using Particle Swarm Optimization, and Bisection algorithms to optimize CEP rule parameters. We show that an adaptive "Wisdom" rule tuned by the proposed optimization algorithm is able to detect selected attacks in CICIDS 2017 dataset with an average precision of 99.98% and an average recall of 93.42% while processing over 2.5 million events per second. The proposed distributed functionally auto-scaling deployment mode consumes significantly fewer system resources than the monolithic deployment of CEP rules.

Real time intrusion detection in network traffic using adaptive and auto-scal...

Real time intrusion detection in network traffic using adaptive and auto-scal...

Real time intrusion detection in network traffic using adaptive and auto-scal...

Gobinath Loganathan

Debunking Six Common Myths in Stream Processing

Debunking Six Common Myths in Stream Processing

Debunking Six Common Myths in Stream Processing

Talk URL: https://conferences.oreilly.com/strata/strata-ny/public/schedule/detail/77360 Abstract: Would you cross the street with traffic information that’s a minute old? Certainly not. Modern businesses have the same needs nowadays, whether it’s due to competitive pressure or because their customers have much higher expectations of how they want to interact with a product or service. At the heart of this movement are events: in today’s digital age, events are everywhere. Every digital action—across online purchases to ride-sharing requests to bank deposits—creates a set of events around transaction amount, transaction time, user location, account balance, and much more. The technology that allows businesses to read, write, store, and compute and process these events in real-time are event-streaming platforms, and tens of thousands of companies like Netflix, Audi, PayPal, Airbnb, Uber, and Pinterest have picked Apache Kafka as the de facto choice to implement event-driven architectures and reshape their industries. Michael Noll explores why and how you can use Apache Kafka and its growing ecosystem to build event-driven architectures that are elastic, scalable, robust, and fault tolerant, whether it’s on-premises, in the cloud, on bare metal machines, or in Kubernetes with Docker containers. Specifically, you’ll look at Kafka as the storage and publish and subscribe layer; Kafka’s Connect framework for integrating external data systems such as MySQL, Elastic, or S3 with Kafka; and Kafka’s Streams API and KSQL as the compute layer to implement event-driven applications and microservices in Java and Scala and streaming SQL, respectively, that process the events flowing through Kafka in real time. Michael provides an overview of the most relevant functionality, both current and upcoming, and shares best practices and typical use cases so you can tie it all together for your own needs.

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Complex Event Processing with Esper

Complex Event Processing with Esper

Complex Event Processing with Esper

Speaker: Neil Avery, Technologist, Office of the CTO, Confluent Stream processing is now at the forefront of many company strategies. Over the last couple of years we have seen streaming use cases explode and now proliferate the landscape of any modern business. Use cases including digital transformation, IoT, real-time risk, payments microservices and machine learning are all built on the fundamental that they need fast data and they need it at scale. Apache Kafka® has long been the streaming platform of choice, its origins of being dumb pipes for big data have long since been left behind and now it is the goto-streaming platform of choice. Stream processing beckons as being the vehicle for driving those streams, and along with it brings a world of real-time semantics surrounding windowing, joining, correctness, elasticity, and accessibility. The ‘current state of stream processing’ walks through the origins of stream processing, applicable use cases and then dives into the challenges currently facing the world of stream processing as it drives the next data revolution. Neil is a Technologist in the Office of the CTO at Confluent, the company founded by the creators of Apache Kafka. He has over 20 years of expertise of working on distributed computing, messaging and stream processing. He has built or redesigned commercial messaging platforms, distributed caching products as well as developed large scale bespoke systems for tier-1 banks. After a period at ThoughtWorks, he went on to build some of the first distributed risk engines in financial services. In 2008 he launched a startup that specialised in distributed data analytics and visualization. Prior to joining Confluent he was the CTO at a fintech consultancy. Watch the recording: https://videos.confluent.io/watch/rmU6GHrd4EKFaZrRhdTE3s?.

The State of Stream Processing

The State of Stream Processing

The State of Stream Processing

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Fernando Lopez Aguilar

Guido schmutz-jax2011-event-driven soa

Guido schmutz-jax2011-event-driven soa

Guido schmutz-jax2011-event-driven soa

Have you ever imagined what it would be like to build a massively scalable streaming application on Kafka, the challenges, the patterns and the thought process involved? How much of the application can be reused? What patterns will you discover? How does it all fit together? Depending upon your use case and business, this can mean many things. Starting out with a data pipeline is one thing, but evolving into a company-wide real-time application that is business critical and entirely dependent upon a streaming platform is a giant leap. Large-scale streaming applications are also called event streaming applications. They are classically different from other data systems; event streaming applications are viewed as a series of interconnected streams that are topologically defined using stream processors; they hold state that models your use case as events. Almost like a deconstructed realtime database. In this talk, I step through the origins of event streaming systems, understanding how they are developed from raw events to evolve into something that can be adopted at an organizational scale. I start with event-first thinking, Domain Driven Design to build data models that work with the fundamentals of Streams, Kafka Streams, KSQL and Serverless (FaaS). Building upon this, I explain how to build common business functionality by stepping through patterns for Scalable payment processing Run it on rails: Instrumentation and monitoring Control flow patterns (start, stop, pause) Finally, all of these concepts are combined in a solution architecture that can be used at enterprise scale. I will introduce enterprise patterns such as events-as-a-backbone, events as APIs and methods for governance and self-service. You will leave talk with an understanding of how to model events with event-first thinking, how to work towards reusable streaming patterns and most importantly, how it all fits together at scale.

Kafka summit SF 2019 - the art of the event-streaming app

Kafka summit SF 2019 - the art of the event-streaming app

Kafka summit SF 2019 - the art of the event-streaming app

Have you ever imagined what it would be like to build a massively scalable streaming application on Kafka, the challenges, the patterns and the thought process involved? How much of the application can be reused? What patterns will you discover? How does it all fit together? Depending upon your use case and business, this can mean many things. Starting out with a data pipeline is one thing, but evolving into a company-wide real-time application that is business critical and entirely dependent upon a streaming platform is a giant leap. Large-scale streaming applications are also called event streaming applications. They are classically different from other data systems; event streaming applications are viewed as a series of interconnected streams that are topologically defined using stream processors; they hold state that models your use case as events. Almost like a deconstructed realtime database. In this talk I step through the origins of event streaming systems, understanding how they are developed from raw events to evolve into something that can be adopted at an organizational scale. I start with event-first thinking, Domain Driven Design to build data models that work with the fundamentals of Streams, Kafka Streams, KSQL and Serverless (FaaS). Building upon this, I explain how to build common business functionality by stepping through patterns for Scalable payment processing Run it on rails: Instrumentation and monitoring Control flow patterns (start, stop, pause) Finally, all of these concepts are combined in a solution architecture that can be used at enterprise scale. I will introduce enterprise patterns such as events-as-a-backbone, events as APIs and methods for governance and self-service. You will leave talk with an understanding of how to model events with event-first thinking, how to work towards reusable streaming patterns and most importantly, how it all fits together at scale.

The art of the event streaming application: streams, stream processors and sc...

The art of the event streaming application: streams, stream processors and sc...

The art of the event streaming application: streams, stream processors and sc...

S4: Distributed Stream Computing Platform

S4: Distributed Stream Computing Platform

S4: Distributed Stream Computing Platform

Aleksandar Bradic

Similar to Moteur CEP (20)

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Jay Kreps | Kafka Summit NYC 2019 Keynote (Events Everywhere) | CEO, Confluent

Complex Event Processing

Complex Event Processing

Complex Event Processing

Intelligent Monitoring

Intelligent Monitoring

Intelligent Monitoring

FIWARE CEP GE introduction, ICT 2015

FIWARE CEP GE introduction, ICT 2015

FIWARE CEP GE introduction, ICT 2015

Kostas Tzoumas - Stream Processing with Apache Flink®

Kostas Tzoumas - Stream Processing with Apache Flink®

Kostas Tzoumas - Stream Processing with Apache Flink®

Debunking Common Myths in Stream Processing

Debunking Common Myths in Stream Processing

Debunking Common Myths in Stream Processing

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

Flink Forward San Francisco 2018: David Reniz & Dahyr Vergara - "Real-time m...

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Serverless London 2019 FaaS composition using Kafka and CloudEvents

Keystone event processing pipeline on a dockerized microservices architecture

Keystone event processing pipeline on a dockerized microservices architecture

Keystone event processing pipeline on a dockerized microservices architecture

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Introduction to Big Data Analytics: Batch, Real-Time, and the Best of Both Wo...

Real time intrusion detection in network traffic using adaptive and auto-scal...

Real time intrusion detection in network traffic using adaptive and auto-scal...

Real time intrusion detection in network traffic using adaptive and auto-scal...

Debunking Six Common Myths in Stream Processing

Debunking Six Common Myths in Stream Processing

Debunking Six Common Myths in Stream Processing

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Now You See Me, Now You Compute: Building Event-Driven Architectures with Apa...

Complex Event Processing with Esper

Complex Event Processing with Esper

Complex Event Processing with Esper

The State of Stream Processing

The State of Stream Processing

The State of Stream Processing

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Creating a Context-Aware solution, Complex Event Processing with FIWARE Perseo

Guido schmutz-jax2011-event-driven soa

Guido schmutz-jax2011-event-driven soa

Guido schmutz-jax2011-event-driven soa

Kafka summit SF 2019 - the art of the event-streaming app

Kafka summit SF 2019 - the art of the event-streaming app

Kafka summit SF 2019 - the art of the event-streaming app

The art of the event streaming application: streams, stream processors and sc...

The art of the event streaming application: streams, stream processors and sc...

The art of the event streaming application: streams, stream processors and sc...

S4: Distributed Stream Computing Platform

S4: Distributed Stream Computing Platform

S4: Distributed Stream Computing Platform

More from Fawaz Fernand PARAISO

Paraiso cloud2016.key

Paraiso cloud2016.key

Paraiso cloud2016.key

Fawaz Fernand PARAISO

Introduction to cloud computing

Introduction to cloud computing

Introduction to cloud computing

Fawaz Fernand PARAISO

Occ iware docker-connector-demo-june-2015

Occ iware docker-connector-demo-june-2015

Occ iware docker-connector-demo-june-2015

Fawaz Fernand PARAISO

soCloud: a multi-cloud paas

soCloud: a multi-cloud paas

soCloud: a multi-cloud paas

Fawaz Fernand PARAISO

Multi cloud PaaS

Multi cloud PaaS

Multi cloud PaaS

Fawaz Fernand PARAISO

Soceda : integration of ws notification in distributed complex event processing

Soceda : integration of ws notification in distributed complex event processing

Soceda : integration of ws notification in distributed complex event processing

Fawaz Fernand PARAISO

Multi-cloud computing has established itself as a paradigm of choice for creating very large scale world wide distributed applications. Multi-cloud computing is the usage of multiple, independent cloud environments, which assumed no priori agreement between cloud providers or third party. However, these applications, designed for multi-cloud environments, have to face real challenges in term of design, architecture, and technology. The possibility of using multi-cloud faces the heterogeneity and complexity of cloud solutions. Thus, multi-cloud computing has to face several challenges such as portability, provisioning, elasticity, and high availability we have identified in this thesis. In this thesis, we propose soCloud both a model and a platform that tackle these four challenges. This model is based on the OASIS Service Component Architecture (SCA) standard to design distributed large scale applications for multi-cloud environments. A new language is proposed to effectively express the elasticity of multi-cloud applications through abstraction. The multi-cloud platform is designed to deploy and manage distributed applications across multi-clouds. The soCloud model is illustrated on three distributed applications deployed in multi- cloud environments. The soCloud platform has been implemented, deployed and experimented on top of ten existing cloud providers : Windows Azure, DELL KACE, Amazon EC2, CloudBees, OpenShift, dotCloud, Jelastic, Heroku, Appfog, and an Eucalyptus private cloud. These experiments are used to validate the novelty of the contributed solutions. With our contributions, we aim to provide a simple and effective way to design, deploy, run, and manage distributed applications for a multi-cloud environment by proposing a model and platform.

soCloud: distributed multi-cloud platform for deploying, executing and managi...

soCloud: distributed multi-cloud platform for deploying, executing and managi...

soCloud: distributed multi-cloud platform for deploying, executing and managi...

Fawaz Fernand PARAISO

Managing elasticity across Multi-cloud providers

Managing elasticity across Multi-cloud providers

Managing elasticity across Multi-cloud providers

Fawaz Fernand PARAISO

A middleware platform_to_federate_complex_event_processing

A middleware platform_to_federate_complex_event_processing

A middleware platform_to_federate_complex_event_processing

Fawaz Fernand PARAISO

Cloud platforms are increasingly being used for hosting a broad diversity of services from traditional e-commerce applications to interactive web-based IDEs. However, we observe that the proliferation of offers by cloud providers raises several challenges. Developers will not only have to deploy applications for a speci?c cloud, but will also have to consider migrating services from one cloud to another, and to manage distributed applications spanning multiple clouds. In this paper, we present our federated multi-cloud PaaS infrastructure for addressing these challenges. This infrastructure is based on three foundations: i) an open service model used to design and implement both our multi- cloud PaaS and the SaaS applications running on top of it, ii) a con?gurable architecture of the federated PaaS, and iii) some infrastructure services for managing both our multi- cloud PaaS and the SaaS applications. We then show how this multi-cloud PaaS can be deployed on top of thirteen existing IaaS/PaaS. We ?nally report on three distributed SaaS applications developed with and deployed on our federated multi-cloud PaaS infrastructure.

A Federated Multi-Cloud PaaS Infrasctructure

A Federated Multi-Cloud PaaS Infrasctructure

A Federated Multi-Cloud PaaS Infrasctructure

Fawaz Fernand PARAISO

1106 soc eda-albi-dicep

1106 soc eda-albi-dicep

1106 soc eda-albi-dicep

Fawaz Fernand PARAISO

1106 soc eda-lille-dicep

1106 soc eda-lille-dicep

1106 soc eda-lille-dicep

Fawaz Fernand PARAISO

1106 soc eda-nice-dicep

1106 soc eda-nice-dicep

1106 soc eda-nice-dicep

Fawaz Fernand PARAISO

More from Fawaz Fernand PARAISO (13)

Paraiso cloud2016.key

Paraiso cloud2016.key

Paraiso cloud2016.key

Introduction to cloud computing

Introduction to cloud computing

Introduction to cloud computing

Occ iware docker-connector-demo-june-2015

Occ iware docker-connector-demo-june-2015

Occ iware docker-connector-demo-june-2015

soCloud: a multi-cloud paas

soCloud: a multi-cloud paas

soCloud: a multi-cloud paas

Multi cloud PaaS

Multi cloud PaaS

Multi cloud PaaS

Soceda : integration of ws notification in distributed complex event processing

Soceda : integration of ws notification in distributed complex event processing

Soceda : integration of ws notification in distributed complex event processing

soCloud: distributed multi-cloud platform for deploying, executing and managi...

soCloud: distributed multi-cloud platform for deploying, executing and managi...

soCloud: distributed multi-cloud platform for deploying, executing and managi...

Managing elasticity across Multi-cloud providers

Managing elasticity across Multi-cloud providers

Managing elasticity across Multi-cloud providers

A middleware platform_to_federate_complex_event_processing

A middleware platform_to_federate_complex_event_processing

A middleware platform_to_federate_complex_event_processing

A Federated Multi-Cloud PaaS Infrasctructure

A Federated Multi-Cloud PaaS Infrasctructure

A Federated Multi-Cloud PaaS Infrasctructure

1106 soc eda-albi-dicep

1106 soc eda-albi-dicep

1106 soc eda-albi-dicep

1106 soc eda-lille-dicep

1106 soc eda-lille-dicep

1106 soc eda-lille-dicep

1106 soc eda-nice-dicep

1106 soc eda-nice-dicep

1106 soc eda-nice-dicep

Recently uploaded

Generative AI or GenAI technology based PPT

Generative AI or GenAI technology based PPT

Generative AI or GenAI technology based PPT

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

22-prompt engineering noted slide shown.pdf

22-prompt engineering noted slide shown.pdf

22-prompt engineering noted slide shown.pdf

Call Girls In Mahipalpur (Delhi) Call or Whataap {+91-8377877756} Escorts Provide 24×7 Available With Room ☆☆TIMINGS 24 HOURS OPENS☆☆☆ Booking Now Gentleman Only:-Call Now Best High Class Normal Call Girls Escorts Service In Delhi NCR 24-7 Hours Available Service I provide In Delhi NCR Female Escorts Sex Service 100% Customers Satisfaction Guarantee VIP Profiles Top Grade Service 100% Cooperative All round Service ꧁❤8377877756❤꧂ InCall: – You Can Reach At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation OutCall: – Service For Out Call You Have To Come Pick The Girl From My Place. We Also Provide Door Step Services. Note: – Pic Collectors Time Passers And Bargainers Stay Away As We Respect The Value Of Your Money And Time And Expect The Same From You. 8377877756. Hygienic: – Full Ac Neat And Clean Rooms Available In Hotel 24 * 7 Hrs In Delhi NCR 8377877756. Place: – South Extension Nehru Place Saket Malviya Nagar Munirka Vasant Kunj Safdarjung Katwaria Sarai Lajpat Nagar Kalkaji Hauz Khas Mahipalpur Dwarka Karol Bagh Noida Gurgaon Faridabad All Outcall Only Hotel Service In Delhi Ncr 8377877756. We are providing. : – House Wife’s : – Private Independent House Wife’s : – Private Independent Collage Going Girls : – Corporate MNC Working Profiles : – Call Center Girls : – Live Band Girls : – Foreigners and Many More: – Independent Models Service type : – Incall Short 2500 : – Outcall Short 3500 : – Incall Night 8500 : – Outcall Night 95,00 For Pictures And Other Details Pls Whatsapp Me Otherwise Call Me Any Time Incall Outcall Both Are Services Available Door Step, House, Apartment, Guest House, Flate, All Star Hotel Available ꧁❤8377877756❤꧂ THANKS FOR VISITING. Booking 24×7 HRS

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

dollysharma2066

Call Girl Aurangabad Indira Call Now: 8617697112 Aurangabad Escorts Booking Contact Details WhatsApp Chat: +91-8617697112 Aurangabad Escort Service includes providing maximum physical satisfaction to their clients as well as engaging conversation that keeps your time enjoyable and entertaining. Plus they look fabulously elegant; making an impressionable. Independent Escorts Aurangabad understands the value of confidentiality and discretion - they will go the extra mile to meet your needs. Simply contact them via text messaging or through their online profiles; they'd be more than delighted to accommodate any request or arrange a romantic date or fun-filled night together. We provide –

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

Call Girls in Nagpur High Profile Call Girls

UNIT - IV - Air Compressors and its Performance

UNIT - IV - Air Compressors and its Performance

UNIT - IV - Air Compressors and its Performance

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to 25K High Profile Escorts In Pune Booking Now open +91- 8005736733 Why you Choose Us- +91- 8005736733 HOT⇄ 8005736733 Mr ashu ji Call Mr ashu Ji +91- 8005736733 (V030524]N) 𝐇𝐨𝐭𝐞𝐥 𝐑𝐨𝐨𝐦𝐬 𝐈𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐑𝐚𝐭𝐞 𝐒𝐡𝐨𝐭𝐬/𝐇𝐨𝐮𝐫𝐲🆓 .█▬█⓿▀█▀ 𝐈𝐍𝐃𝐄𝐏𝐄𝐍𝐃𝐄𝐍𝐓 𝐆𝐈𝐑𝐋 𝐕𝐈𝐏 𝐄𝐒𝐂𝐎𝐑𝐓 Hello Guys ! High Profiles young Beauties and Good Looking standard Profiles Available , Enquire Now if you are interested in Hifi Service and want to get connect with someone who can understand your needs. Service offers you the most beautiful High Profile sexy independent female Escorts in genuine ✔✔✔ To enjoy with hot and sexy girls ✔✔✔ ★providing:- • Models • vip Models • Russian Models • Foreigner Models • TV Actress and Celebrities • Receptionist • Air Hostess • Call Center Working Girls/Women • Hi-Tech Co. Girls/Women • Housewife

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

Built environment is known for its capacity, capability, role, relevance and importance to change the quality of life of the occupants and communities. Presentation focuses on options which need to be leveraged to make buildings sustainable, cost-effective, energy efficient, resource efficient, qualitative over its entire life-cycle through designing, construction, operation. It calls for making buildings green and sustainable.

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

JIT KUMAR GUPTA

Unleashing the Power of the SORA AI lastest leap

Unleashing the Power of the SORA AI lastest leap

Unleashing the Power of the SORA AI lastest leap

RishantSharmaFr

STEAM NOZZLES AND TURBINES Flow of steam through nozzles, shapes of nozzles, effect of friction, critical pressure ratio, supersaturated flow - impulse and reaction principles, velocity diagram, work done and efficiency – types of compounding - governors. AIR COMPRESSORS Classification - working principle - type of compressors, work of compression with and without clearance - volumetric efficiency - isothermal and isentropic efficiency of reciprocating compressors - multistage air compressor with inter cooling.

Thermal Engineering -unit - III & IV.ppt

Thermal Engineering -unit - III & IV.ppt

Thermal Engineering -unit - III & IV.ppt

DineshKumar4165

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking Escorts Service Available Whatsapp SABANA ☎️ : [+91-7001035870] Escorts Service are always ready to make their clients happy. Their exotic looks and sexy personalities are sure to turn heads. You can enjoy with them, including massages and erotic encounters. Our area Escorts are young and sexy, so you can expect to have an exotic time with them. They are trained to satiate your naughty nerves and they can handle anything that you want. They are also intelligent, so they know how to make you feel comfortable and relaxed Independent Escorts Service They know all the sex positions and can satisfy you in any way that you desire. They can even give you erotic massages to help you relax before your session. This is essential, because a man who is stressed won’t be receptive to the pleasures of sex. They also know how to play with your sexy organs, so you’ll have plenty of foreplay and cuddling. P252024SS SERVICE ✅ ❣️ ⭐➡️HOT & SEXY MODELS // COLLEGE GIRLS HOUSE WIFE RUSSIAN , AIR HOSTES ,VIP MODELS . AVAILABLE FOR COMPLETE ENJOYMENT WITH HIGH PROFILE INDIAN MODEL AVAILABLE HOTEL & HOME ★ SAFE AND SECURE HIGH CLASS SERVICE AFFORDABLE RATE ★ SATISFACTION,UNLIMITED ENJOYMENT. ★ All Meetings are confidential and no information is provided to any one at any cost. ★ EXCLUSIVE PROFILes Are Safe and Consensual with Most Limits Respected ★ Service Available In: - HOME & HOTEL Star Hotel Service .In Call & Out call SeRvIcEs : ★ A-Level (star escort) ★ Strip-tease ★ BBBJ (Bareback Blowjob)Receive advanced sexual techniques in different mode make their life more pleasurable. ★ Spending time in hotel rooms ★ BJ (Blowjob Without a Condom) ★ Completion (Oral to completion) ★ Covered (Covered blowjob Without condom ★ANAL SERVICES.

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

data_management_and _data_science_cheat_sheet.pdf

data_management_and _data_science_cheat_sheet.pdf

data_management_and _data_science_cheat_sheet.pdf

A Study of Urban Area Plan for Pabna Municipality

A Study of Urban Area Plan for Pabna Municipality

A Study of Urban Area Plan for Pabna Municipality

Morshed Ahmed Rahath

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor Escorts Service Available Whatsapp Chaya ☎️ : [+91-7001035870] Escorts Service are always ready to make their clients happy. Their exotic looks and sexy personalities are sure to turn heads. You can enjoy with them, including massages and erotic encounters. Our area Escorts are young and sexy, so you can expect to have an exotic time with them. They are trained to satiate your naughty nerves and they can handle anything that you want. They are also intelligent, so they know how to make you feel comfortable and relaxed Independent Escorts Service They know all the sex positions and can satisfy you in any way that you desire. They can even give you erotic massages to help you relax before your session. This is essential, because a man who is stressed won’t be receptive to the pleasures of sex. They also know how to play with your sexy organs, so you’ll have plenty of foreplay and cuddling. P252024SS SERVICE ✅ ❣️ ⭐➡️HOT & SEXY MODELS // COLLEGE GIRLS HOUSE WIFE RUSSIAN , AIR HOSTES ,VIP MODELS . AVAILABLE FOR COMPLETE ENJOYMENT WITH HIGH PROFILE INDIAN MODEL AVAILABLE HOTEL & HOME ★ SAFE AND SECURE HIGH CLASS SERVICE AFFORDABLE RATE ★ SATISFACTION,UNLIMITED ENJOYMENT. ★ All Meetings are confidential and no information is provided to any one at any cost. ★ EXCLUSIVE PROFILes Are Safe and Consensual with Most Limits Respected ★ Service Available In: - HOME & HOTEL Star Hotel Service .In Call & Out call SeRvIcEs : ★ A-Level (star escort) ★ Strip-tease ★ BBBJ (Bareback Blowjob)Receive advanced sexual techniques in different mode make their life more pleasurable. ★ Spending time in hotel rooms ★ BJ (Blowjob Without a Condom) ★ Completion (Oral to completion) ★ Covered (Covered blowjob Without condom ★ANAL SERVICES.

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Call girls in delhi ✔️✔️🔝 9953056974 🔝✔️✔️Welcome To Vip Escort Services In Delhi [ ]Noida Gurgaon 24/7 Open Sex Escort Services With Happy Ending ServiCe Done By Most Attractive Charming Soft Spoken Bold Beautiful Full Cooperative Independent Escort Girls ServiCe In All-Star Hotel And Home Service In All Over Delhi, Noida, Gurgaon, Faridabad, Ghaziabad, Greater Noida, • IN CALL AND OUT CALL SERVICE IN DELHI NCR • 3* 5* 7* HOTELS SERVICE IN DELHI NCR • 24 HOURS AVAILABLE IN DELHI NCR • INDIAN, RUSSIAN, PUNJABI, KASHMIRI ESCORTS • REAL MODELS, COLLEGE GIRLS, HOUSE WIFE, ALSO AVAILABLE • SHORT TIME AND FULL TIME SERVICE AVAILABLE • HYGIENIC FULL AC NEAT AND CLEAN ROOMS AVAIL. IN HOTEL 24 HOURS • DAILY NEW ESCORTS STAFF AVAILABLE • MINIMUM TO MAXIMUM RANGE AVAILABLE. Call Girls in Delhi & Independent Escort Service – CALL GIRLS SERVICE DELHI NCR Vip call girls in Delhi Call Girls in Delhi, Call Girl Service 24×7 open Call Girls in Delhi Best Delhi Escorts in Delhi Low Rate Call Girls In Saket Delhi X~CALL GIRLS IN Ramesh Nagar Metro best Delhi call girls and Delhi escort service. CALL GIRLS SERVICE IN ALL DELHI … (Delhi) Call Girls in (Chanakyapuri) Hot And Sexy Independent Model Escort Service In Delhi Unlimited Enjoy Genuine 100% Profiles And Trusted Door Step Call Girls Feel Free To Call Us Female Service Hot Busty & Sexy Party Girls Available For Complete Enjoyment. We Guarantee Full Satisfaction & In Case Of Any Unhappy Experience, We Would Refund Your Fees, Without Any Questions Asked. Feel Free To Call Us Female Service Provider Hours Opens Thanks. Delhi Escorts Services 100% secure Services.Incall_OutCall Available and outcall Services provide. We are available 24*7 for Full Night and short Time Escort Services all over Delhi NCR. Delhi All Hotel Services available 3* 4* 5* Call Call Delhi Escorts Services And Delhi Call Girl Agency 100% secure Services in my agency. Incall and outcall Services provide. We are available 24*7 for Full Night and short Time Escort Services my agency in all over New Delhi Delhi All Hotel Services available my agency SERVICES [✓✓✓] Housewife College Girl VIP Escort Independent Girl Aunty Without a Condom sucking )? Sexy Aunty.DSL (Dick Sucking Lips)? DT (Dining at the Toes English Spanking) Doggie (Sex style from no behind)?? OutCall- All Over Delhi Noida Gurgaon 24/7 FOR APPOINTMENT Call/Whatsop / 9953056974

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

9953056974 Low Rate Call Girls In Saket, Delhi NCR

Model Call Girl Services in Delhi reach out to us at 🔝 9953056974 🔝✔️✔️ Our agency presents a selection of young, charming call girls available for bookings at Oyo Hotels. Experience high-class escort services at pocket-friendly rates, with our female escorts exuding both beauty and a delightful personality, ready to meet your desires. Whether it's Housewives, College girls, Russian girls, Muslim girls, or any other preference, we offer a diverse range of options to cater to your tastes. We provide both in-call and out-call services for your convenience. Our in-call location in Delhi ensures cleanliness, hygiene, and 100% safety, while our out-call services offer doorstep delivery for added ease. We value your time and money, hence we kindly request pic collectors, time-passers, and bargain hunters to refrain from contacting us. Our services feature various packages at competitive rates: One shot: ₹2000/in-call, ₹5000/out-call Two shots with one girl: ₹3500/in-call, ₹6000/out-call Body to body massage with sex: ₹3000/in-call Full night for one person: ₹7000/in-call, ₹10000/out-call Full night for more than 1 person: Contact us at 🔝 9953056974 🔝. for details Operating 24/7, we serve various locations in Delhi, including Green Park, Lajpat Nagar, Saket, and Hauz Khas near metro stations. For premium call girl services in Delhi 🔝 9953056974 🔝. Thank you for considering us!

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

9953056974 Low Rate Call Girls In Saket, Delhi NCR

From customer value engagements to hands-on production support, our Services span across every stage of our customers digital transformation journey, to help ensure that every customer is successful in their adoption of our solutions. • Implementation, Upgrade, Migration, and Maintenance Services • On-Premises and On-Cloud • COTS Training Services; On-Site and Virtual • Software Support Services; Legacy and 3DEXPERIENCE • Value Engagement & Blueprinting • Specialized Consulting and Support Services • Customized Training Services • Automation and Configuration Services • Technical Resource Augmentation Services • Project Management • Know-how Training (mentoring) and Resource Augmentation

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Arindam Chakraborty, Ph.D., P.E. (CA, TX)

Introduction to Serverless with AWS Lambda

Introduction to Serverless with AWS Lambda

Introduction to Serverless with AWS Lambda

PEMESANAN OBAT ASLI : +6287776558899 Cara Menggugurkan Kandungan usia 1 , 2 , bulan - obat penggugur janin - cara aborsi kandungan - obat penggugur kandungan 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 bulan - bagaimana cara menggugurkan kandungan - tips Cara aborsi kandungan - trik Cara menggugurkan janin - Cara aman bagi ibu menyusui menggugurkan kandungan - klinik apotek jual obat penggugur kandungan - jamu PENGGUGUR KANDUNGAN - WAJIB TAU CARA ABORSI JANIN - GUGURKAN KANDUNGAN AMAN TANPA KURET - CARA Menggugurkan Kandungan tanpa efek samping - rekomendasi dokter obat herbal penggugur kandungan - ABORSI JANIN - aborsi kandungan - jamu herbal Penggugur kandungan - cara Menggugurkan Kandungan yang cacat - tata cara Menggugurkan Kandungan - obat penggugur kandungan di apotik kimia Farma - obat telat datang bulan - obat penggugur kandungan tuntas - obat penggugur kandungan alami - klinik aborsi janin gugurkan kandungan - ©Cytotec ™misoprostol BPOM - OBAT PENGGUGUR KANDUNGAN ®CYTOTEC - aborsi janin dengan pil ©Cytotec - ®Cytotec misoprostol® BPOM 100% - penjual obat penggugur kandungan asli - klinik jual obat aborsi janin - obat penggugur kandungan di klinik k-24 || obat penggugur ™Cytotec di apotek umum || ®CYTOTEC ASLI || obat ©Cytotec yang asli 200mcg || obat penggugur ASLI || pil Cytotec© tablet || cara gugurin kandungan || jual ®Cytotec 200mcg || dokter gugurkan kandungan || cara menggugurkan kandungan dengan cepat selesai dalam 24 jam secara alami buah buahan || usia kandungan 1_2 3_4 5_6 7_8 bulan masih bisa di gugurkan || obat penggugur kandungan ®cytotec dan gastrul || cara gugurkan pembuahan janin secara alami dan cepat || gugurkan kandungan || gugurin janin || cara Menggugurkan janin di luar nikah || contoh aborsi janin yang benar || contoh obat penggugur kandungan asli || contoh cara Menggugurkan Kandungan yang benar || telat haid || obat telat haid || Cara Alami gugurkan kehamilan || obat telat menstruasi || cara Menggugurkan janin anak haram || cara aborsi menggugurkan janin yang tidak berkembang || gugurkan kandungan dengan obat ©Cytotec || obat penggugur kandungan ™Cytotec 100% original || HARGA obat penggugur kandungan || obat telat haid 1 bulan || obat telat menstruasi 1-2 3-4 5-6 7-8 BULAN || obat telat datang bulan || cara Menggugurkan janin 1 bulan || cara Menggugurkan Kandungan yang masih 2 bulan || cara Menggugurkan Kandungan yang masih hitungan Minggu || cara Menggugurkan Kandungan yang masih usia 3 bulan || cara Menggugurkan usia kandungan 4 bulan || cara Menggugurkan janin usia 5 bulan || cara Menggugurkan kehamilan 6 Bulan ________&&&_________&&&_____________&&&_________&&&&____________ Cara Menggugurkan Kandungan Usia Janin 1 | 7 | 8 Bulan Dengan Cepat Dalam Hitungan Jam Secara Alami, Kami Siap Meneriman Pesanan Ke Seluruh Indonesia, Melputi: Ambon, Banda Aceh, Bandung, Banjarbaru, Batam, Bau-Bau, Bengkulu, Binjai, Blitar, Bontang, Cilegon, Cirebon, Depok, Gorontalo, Jakarta, Jayapura, Kendari, Kota Mobagu, Kupang, Lhokseumawe

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

Cara Menggugurkan Kandungan 087776558899

2016EF22_0 solar project report rooftop projects

2016EF22_0 solar project report rooftop projects

2016EF22_0 solar project report rooftop projects

Recently uploaded (20)

Generative AI or GenAI technology based PPT

Generative AI or GenAI technology based PPT

Generative AI or GenAI technology based PPT

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX

22-prompt engineering noted slide shown.pdf

22-prompt engineering noted slide shown.pdf

22-prompt engineering noted slide shown.pdf

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7

UNIT - IV - Air Compressors and its Performance

UNIT - IV - Air Compressors and its Performance

UNIT - IV - Air Compressors and its Performance

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

COST-EFFETIVE and Energy Efficient BUILDINGS ptx

Unleashing the Power of the SORA AI lastest leap

Unleashing the Power of the SORA AI lastest leap

Unleashing the Power of the SORA AI lastest leap

Thermal Engineering -unit - III & IV.ppt

Thermal Engineering -unit - III & IV.ppt

Thermal Engineering -unit - III & IV.ppt

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking

data_management_and _data_science_cheat_sheet.pdf

data_management_and _data_science_cheat_sheet.pdf

data_management_and _data_science_cheat_sheet.pdf

A Study of Urban Area Plan for Pabna Municipality

A Study of Urban Area Plan for Pabna Municipality

A Study of Urban Area Plan for Pabna Municipality

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...

Introduction to Serverless with AWS Lambda

Introduction to Serverless with AWS Lambda

Introduction to Serverless with AWS Lambda

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

Cara Menggugurkan Sperma Yang Masuk Rahim Biyar Tidak Hamil

2016EF22_0 solar project report rooftop projects

2016EF22_0 solar project report rooftop projects

2016EF22_0 solar project report rooftop projects

Moteur CEP

1. 1 Complex Event Processing Fawaz PARAÏSO

2. 2 Agenda ● Introduction ● What is CEP ? ● CEP with Canopsis

3. 3 An event is a piece of data that represents that something happened in the real world, or in software system. e.g UserClick, ServiceFailure, BellsRinging Event

4. 4 Complex Event An event that could only happen when lots of other events happen. e.g Wedding is happen, etc.

5. 5 What is CEP ? Complex Event Processing (CEP) is a set of techniques and tools to help understand and control event-driven Information System.

6. 6 What is CEP ? Event producers Event consumers Producer 0 Producer 1 Producer 2 Producer 3 Consumer 0 Consumer 1 Consumer 2 source source source source sink sink sink CEP Engine Filter, transform, enrich, aggregate, Detect patterns, derive event, route

7. 7 CEP characteristics Pattern detection Routing Enrichment Splitting Matching Transformation Correlation Time window

8. 8 Filter event (Window) Incoming Events time New Events Old Events E1(KO) E2(OK) E3(ACK) Filter State=KO E4(KO) E1 E1 E1 E1 E4 E1 E4 X X Length Window = 2 events

9. 9 Processing Models ● Batch processing ● (Event-) Stream processing ● Micro-batching

10. 10 CEP with canopsis ● Fast memory processing of events (filtering, grouping and aggregating) ● Real time analysis ● Better scaling of the infrastruture ● Flexibility to use query language to monitor new service

11. 11 State of The Art

12. 12 Thanks !