We know interactivity is the key to keep our user's interest alive but we can't reduce animation to UI anymore. Twitter, Waze, Slack... users are used to have real-time data in applications they love.
But how can you turn your static API into a stream of data? By pulling? Pushing? Webhook-ing? When talking about data streaming, we often think about WebSockets. But have you ever heard of Server-Sent Events?
In this talk, we will compare those technologies to understand which one you should opt for depending on your usecase and I'll show you how we have been even further by reducing the amount of data to transfer with JSON-Patch.
And because real-time data is not only needed by web (and because it's much more fun), I'll show you how we can make drone dance on streamed APIs.
The end of polling : why and how to transform a REST API into a Data Streamin...Audrey Neveu
We know interactivity is the key to keep our user’s interest alive but we can’t reduce animation to UI anymore. Twitter, Waze, Slack… users are used to have real-time data in applications they love. But how can you turn your static API into a stream of data?
When talking about data streaming, we often think about WebSockets. But have you ever heard of Server-Sent Events? In this tools-in-action we will compare both technologies to understand which one you should opt for depending on your usecase and I’ll show you how we have been even further by reducing the amount of data to transfer with JSON-Patch.
And because real-time data is not only needed by web (and because it’s much more fun), I’ll show you how we can make drone dance on streamed APIs.
I presented this as a seminar in the partial fulfillment of my B.Tech. degree program at College of Technology, G B Pant University of Agriculture & Technology, Pantnagar, India.
Ionic, le framework mobile hybride carrément addictif - Devoxx France 2016Audrey Neveu
Après 20 ans de Java, vous pensez qu'il est temps de basculer du côté mobile de la force mais vous n'avez pas envie de passer des jours à vous former au développement natif pour toutes les plateformes existantes ? Alors Ionic est fait pour vous !
This is a session given by Audrey Neveu at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
We know interactivity is the key to keep our user’s interest alive but we can’t reduce animation to UI anymore. Twitter, Waze, Slack… users are used to have real-time data in applications they love. But how can you turn your static API into a stream of data?
When talking about data streaming, we often think about WebSockets. But have you ever heard of Server-Sent Events? In this tools-in-action we will compare both technologies to understand which one you should opt for depending on your usecase and I’ll show you how we have been even further by reducing the amount of data to transfer with JSON-Patch.
And because real-time data is not only needed by web (and because it’s much more fun), I’ll show you how we can make drone dance on streamed APIs.
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Storing such huge event streams into HDFS or a NoSQL datastore is feasible and not such a challenge anymore. But if you want to be able to react fast, with minimal latency, you can not afford to first store the data and doing the analysis/analytics later. You have to be able to include part of your analytics right after you consume the event streams. Products for doing event processing, such as Oracle Event Processing or Esper, are avaialble for quite a long time and also used to be called Complex Event Processing (CEP). In the last 3 years, another family of products appeared, mostly out of the Big Data Technology space, called Stream Processing or Streaming Analytics. These are mostly open source products/frameworks such as Apache Storm, Spark Streaming, Apache Samza as well as supporting infrastructures such as Apache Kafka. In this talk I will present the theoretical foundations for Event and Stream Processing and present what differences you might find between the more traditional CEP and the more modern Stream Processing solutions and show that a combination will bring the most value.
The end of polling : why and how to transform a REST API into a Data Streamin...Audrey Neveu
We know interactivity is the key to keep our user’s interest alive but we can’t reduce animation to UI anymore. Twitter, Waze, Slack… users are used to have real-time data in applications they love. But how can you turn your static API into a stream of data?
When talking about data streaming, we often think about WebSockets. But have you ever heard of Server-Sent Events? In this tools-in-action we will compare both technologies to understand which one you should opt for depending on your usecase and I’ll show you how we have been even further by reducing the amount of data to transfer with JSON-Patch.
And because real-time data is not only needed by web (and because it’s much more fun), I’ll show you how we can make drone dance on streamed APIs.
I presented this as a seminar in the partial fulfillment of my B.Tech. degree program at College of Technology, G B Pant University of Agriculture & Technology, Pantnagar, India.
Ionic, le framework mobile hybride carrément addictif - Devoxx France 2016Audrey Neveu
Après 20 ans de Java, vous pensez qu'il est temps de basculer du côté mobile de la force mais vous n'avez pas envie de passer des jours à vous former au développement natif pour toutes les plateformes existantes ? Alors Ionic est fait pour vous !
This is a session given by Audrey Neveu at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
We know interactivity is the key to keep our user’s interest alive but we can’t reduce animation to UI anymore. Twitter, Waze, Slack… users are used to have real-time data in applications they love. But how can you turn your static API into a stream of data?
When talking about data streaming, we often think about WebSockets. But have you ever heard of Server-Sent Events? In this tools-in-action we will compare both technologies to understand which one you should opt for depending on your usecase and I’ll show you how we have been even further by reducing the amount of data to transfer with JSON-Patch.
And because real-time data is not only needed by web (and because it’s much more fun), I’ll show you how we can make drone dance on streamed APIs.
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Storing such huge event streams into HDFS or a NoSQL datastore is feasible and not such a challenge anymore. But if you want to be able to react fast, with minimal latency, you can not afford to first store the data and doing the analysis/analytics later. You have to be able to include part of your analytics right after you consume the event streams. Products for doing event processing, such as Oracle Event Processing or Esper, are avaialble for quite a long time and also used to be called Complex Event Processing (CEP). In the last 3 years, another family of products appeared, mostly out of the Big Data Technology space, called Stream Processing or Streaming Analytics. These are mostly open source products/frameworks such as Apache Storm, Spark Streaming, Apache Samza as well as supporting infrastructures such as Apache Kafka. In this talk I will present the theoretical foundations for Event and Stream Processing and present what differences you might find between the more traditional CEP and the more modern Stream Processing solutions and show that a combination will bring the most value.
Le Streaming d'API : pourquoi et comment transformer vos APIs statiques en do...Audrey Neveu
Nous savons que l’animation est essentielle pour l'interaction avec nos utilisateurs. Mais aujourd'hui l'interactivité ne peut plus se résumer à l’UX. Twitter, Waze, Slack … toutes les applications à succès utilisent le temps réel pour rendre leurs utilisateurs addicts.
Mais comment faire pour transformer votre API statique en un flux de données temps-réel ? Du pull ? Du push ? Des Webhooks ? Vous connaissez sûrement les Web-Sockets, mais avez vous déjà entendu parler de Server-Sent Events ?
Dans ce talk nous comparerons ces technologies pour comprendre dans quel cas elles s'appliquent le mieux avant de voir comment on peut aller encore plus loin en réduisant la quantité de données échangées. Et parce qu'il n'y a pas que le web qui a besoin de temps réel (et parce que c'est bien plus fun), je vous montrerai comment faire danser des drones sur des APIs streamées.
RFC 7540 was ratified over 2 years ago and, today, all major browsers, servers, and CDNs support the next generation of HTTP. Just over a year ago, at Velocity (https://www.slideshare.net/Fastly/http2-what-no-one-is-telling-you), we discussed the protocol, looked at some real world implications of its deployment and use, and what realistic expectations we should have from its use.
Now that adoption is ramped up and the protocol is being regularly used on the Internet, it's a good time to revisit the protocol and its deployment. Has it evolved? Have we learned anything? Are all the features providing the benefits we were expecting? What's next?
In this session, we'll review protocol basics and try to answer some of these questions based on real-world use of it. We'll dig into the core features like interaction with TCP, server push, priorities and dependencies, and HPACK. We'll look at these features through the lens of experience and see if good practice patterns have emerged. We'll also review available tools and discuss what protocol enhancements are in the near and not-so-near horizon.
RFC 7540 was ratified over 2 years ago and, today, all major browsers, servers, and CDNs support the next generation of HTTP. Just over a year ago, at Velocity, we discussed the protocol, looked at some real world implications of its deployment and use, and what realistic expectations we should have from its use. Now that adoption is ramped up and the protocol is being regularly used on the Internet, it's a good time to revisit the protocol and its deployment. Has it evolved? Have we learned anything? Are all the features providing the benefits we were expecting? What's next?In this session, we'll review protocol basics and try to answer some of these questions based on real-world use of it. We'll dig into the core features like interaction with TCP, server push, priorities and dependencies, and HPACK. We'll look at these features through the lens of experience and see if good practice patterns have emerged. We'll also review available tools and discuss what protocol enhancements are in the near and not-so-near horizon.
HTTP colon slash slash: end of the road? @ CakeFest 2013 in San FranciscoAlessandro Nadalin
The HTTP protocol has been there for more than 20 years, almost untouched, but the current needs of the web are pushing towards adding some spices into the mix.
In this talk we will have a brief look at the history of HTTP, what SPDY - the "new" protocol proposed by google - brings into the table and how HTTP/2.0 will look like.
HTMX: Web 1.0 with the benefits of Web 2.0 without the grift of Web 3.0Martijn Dashorst
HTMX is an upcoming client side library to make rich applications development palatable to backend developers: it puts the HTML back into the development of the web!
HTMX uses attributes to enable HTML elements to send requests and respond to server side rendered HTML content, updating your page dynamically.
It is a refreshing way of building web applications and I'd like to show you why this should be added to your toolbox.
The talk was given at the 20th anniversary edition of JFall, November 9th 2023 in the Netherlands.
Introduction to gRPC: A general RPC framework that puts mobile and HTTP/2 fir...Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
Introduction to gRPC - Mete Atamel - Codemotion Rome 2017Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
Presentation from webinar held on August 19th, 2020, with Xdebug developer Derick Rethans and Seravo CEO Otto Kekäläinen.
This presentation shows you how to use Xdebug (which is very easy with the Seravo WordPress development environment!) to make a record of what the WordPress PHP code does during a website page load, and how to use that information to optimize the performance of your WordPress site.
For a video recording and Dericks presentation see https://seravo.com/blog/webinar-xdebug-profile-php/
GlueCon 2018: Are REST APIs Still Relevant Today?LaunchAny
A look at common API styles available today, a look back at historical API styles, and guidance for selecting the right API styles for your organization. Deep-dive of HTTP, mentioned in the presentation, can be found at: http://bit.ly/power-http
We demonstrated how commercial DDoS mitigation solutions can be bypassed and why the approaches adopted are heading in the wrong direction. An economics-based countermeasure is then proposed as the next-gen solution.
Webinar - What's New at Cloudflare (8/23/18)Cloudflare
We’ve been working hard developing new features and products that can improve your applications’ security and performance. See what’s new at Cloudflare this month.
Learn about:
Reusable nested groups and bypass policies for Access
Rate Limiting’s new actions and triggers
Spectrum
Rocket Loader upgrade
Dynamic Steering for Load Balancing
Stream
Presentation given at the International PHP conference in Mainz, October 2012, dealing with a bit of history about the HTTP protocol, SPDY and the future (HTTP/2.0).
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Storing such huge event streams into HDFS or a NoSQL datastore is feasible and not such a challenge anymore. But if you want to be able to react fast, with minimal latency, you can not afford to first store the data and doing the analysis/analytics later. You have to be able to include part of your analytics right after you consume the data streams. Products for doing event processing, such as Oracle Event Processing or Esper, are avaialble for quite a long time and used to be called Complex Event Processing (CEP). In the past few years, another family of products appeared, mostly out of the Big Data Technology space, called Stream Processing or Streaming Analytics. These are mostly open source products/frameworks such as Apache Storm, Spark Streaming, Flink, Kafka Streams as well as supporting infrastructures such as Apache Kafka. In this talk I will present the theoretical foundations for Stream Processing, discuss the core properties a Stream Processing platform should provide and highlight what differences you might find between the more traditional CEP and the more modern Stream Processing solutions.
HTTP/2 (or “H2” as the cool kids call it) has been ratified for months, and browsers already support or have committed to supporting the protocol. Everything we hear tells us that the new version of HTTP will provide significant performance benefits while requiring little to no change to our applications—all the problems with HTTP/1.x have seemingly been addressed; we no longer need the “hacks” that enabled us to circumvent them; and the Internet is about to be a happy place at last.
But maybe we should put the pom-poms down for a minute. Deploying HTTP/2 may not be as easy as it seems since the protocol brings with it new complications and issues. Likewise, the new features the spec introduces may not work as seamlessly as we hope. Hooman Beheshti examines HTTP/2’s core features and how they relate to real-world conditions, discussing the positives, negatives, new caveats, and practical considerations for deploying HTTP/2.
Topics include:
The single-connection model and the impact of degraded network conditions on HTTP/2 versus HTTP/1
How server push interacts (or doesn’t) with modern browser caches
What HTTP/2’s flow control mechanism means for server-to-client communication
New considerations for deploying HPACK compression
Difficulties in troubleshooting HTTP/2 communications, new tools, and new ways to use old tools
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Le Streaming d'API : pourquoi et comment transformer vos APIs statiques en do...Audrey Neveu
Nous savons que l’animation est essentielle pour l'interaction avec nos utilisateurs. Mais aujourd'hui l'interactivité ne peut plus se résumer à l’UX. Twitter, Waze, Slack … toutes les applications à succès utilisent le temps réel pour rendre leurs utilisateurs addicts.
Mais comment faire pour transformer votre API statique en un flux de données temps-réel ? Du pull ? Du push ? Des Webhooks ? Vous connaissez sûrement les Web-Sockets, mais avez vous déjà entendu parler de Server-Sent Events ?
Dans ce talk nous comparerons ces technologies pour comprendre dans quel cas elles s'appliquent le mieux avant de voir comment on peut aller encore plus loin en réduisant la quantité de données échangées. Et parce qu'il n'y a pas que le web qui a besoin de temps réel (et parce que c'est bien plus fun), je vous montrerai comment faire danser des drones sur des APIs streamées.
RFC 7540 was ratified over 2 years ago and, today, all major browsers, servers, and CDNs support the next generation of HTTP. Just over a year ago, at Velocity (https://www.slideshare.net/Fastly/http2-what-no-one-is-telling-you), we discussed the protocol, looked at some real world implications of its deployment and use, and what realistic expectations we should have from its use.
Now that adoption is ramped up and the protocol is being regularly used on the Internet, it's a good time to revisit the protocol and its deployment. Has it evolved? Have we learned anything? Are all the features providing the benefits we were expecting? What's next?
In this session, we'll review protocol basics and try to answer some of these questions based on real-world use of it. We'll dig into the core features like interaction with TCP, server push, priorities and dependencies, and HPACK. We'll look at these features through the lens of experience and see if good practice patterns have emerged. We'll also review available tools and discuss what protocol enhancements are in the near and not-so-near horizon.
RFC 7540 was ratified over 2 years ago and, today, all major browsers, servers, and CDNs support the next generation of HTTP. Just over a year ago, at Velocity, we discussed the protocol, looked at some real world implications of its deployment and use, and what realistic expectations we should have from its use. Now that adoption is ramped up and the protocol is being regularly used on the Internet, it's a good time to revisit the protocol and its deployment. Has it evolved? Have we learned anything? Are all the features providing the benefits we were expecting? What's next?In this session, we'll review protocol basics and try to answer some of these questions based on real-world use of it. We'll dig into the core features like interaction with TCP, server push, priorities and dependencies, and HPACK. We'll look at these features through the lens of experience and see if good practice patterns have emerged. We'll also review available tools and discuss what protocol enhancements are in the near and not-so-near horizon.
HTTP colon slash slash: end of the road? @ CakeFest 2013 in San FranciscoAlessandro Nadalin
The HTTP protocol has been there for more than 20 years, almost untouched, but the current needs of the web are pushing towards adding some spices into the mix.
In this talk we will have a brief look at the history of HTTP, what SPDY - the "new" protocol proposed by google - brings into the table and how HTTP/2.0 will look like.
HTMX: Web 1.0 with the benefits of Web 2.0 without the grift of Web 3.0Martijn Dashorst
HTMX is an upcoming client side library to make rich applications development palatable to backend developers: it puts the HTML back into the development of the web!
HTMX uses attributes to enable HTML elements to send requests and respond to server side rendered HTML content, updating your page dynamically.
It is a refreshing way of building web applications and I'd like to show you why this should be added to your toolbox.
The talk was given at the 20th anniversary edition of JFall, November 9th 2023 in the Netherlands.
Introduction to gRPC: A general RPC framework that puts mobile and HTTP/2 fir...Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
Introduction to gRPC - Mete Atamel - Codemotion Rome 2017Codemotion
gRPC is a high performance, language-neutral, general RPC framework developed and open sourced by Google. Built on the HTTP/2 standard, gRPC brings many benefits such as bidirectional streaming, flow control, header compression, multiplexing and more. In this session, you will learn about gRPC and how you can use it in your applications.
Presentation from webinar held on August 19th, 2020, with Xdebug developer Derick Rethans and Seravo CEO Otto Kekäläinen.
This presentation shows you how to use Xdebug (which is very easy with the Seravo WordPress development environment!) to make a record of what the WordPress PHP code does during a website page load, and how to use that information to optimize the performance of your WordPress site.
For a video recording and Dericks presentation see https://seravo.com/blog/webinar-xdebug-profile-php/
GlueCon 2018: Are REST APIs Still Relevant Today?LaunchAny
A look at common API styles available today, a look back at historical API styles, and guidance for selecting the right API styles for your organization. Deep-dive of HTTP, mentioned in the presentation, can be found at: http://bit.ly/power-http
We demonstrated how commercial DDoS mitigation solutions can be bypassed and why the approaches adopted are heading in the wrong direction. An economics-based countermeasure is then proposed as the next-gen solution.
Webinar - What's New at Cloudflare (8/23/18)Cloudflare
We’ve been working hard developing new features and products that can improve your applications’ security and performance. See what’s new at Cloudflare this month.
Learn about:
Reusable nested groups and bypass policies for Access
Rate Limiting’s new actions and triggers
Spectrum
Rocket Loader upgrade
Dynamic Steering for Load Balancing
Stream
Presentation given at the International PHP conference in Mainz, October 2012, dealing with a bit of history about the HTTP protocol, SPDY and the future (HTTP/2.0).
Independent of the source of data, the integration of event streams into an Enterprise Architecture gets more and more important in the world of sensors, social media streams and Internet of Things. Events have to be accepted quickly and reliably, they have to be distributed and analysed, often with many consumers or systems interested in all or part of the events. Storing such huge event streams into HDFS or a NoSQL datastore is feasible and not such a challenge anymore. But if you want to be able to react fast, with minimal latency, you can not afford to first store the data and doing the analysis/analytics later. You have to be able to include part of your analytics right after you consume the data streams. Products for doing event processing, such as Oracle Event Processing or Esper, are avaialble for quite a long time and used to be called Complex Event Processing (CEP). In the past few years, another family of products appeared, mostly out of the Big Data Technology space, called Stream Processing or Streaming Analytics. These are mostly open source products/frameworks such as Apache Storm, Spark Streaming, Flink, Kafka Streams as well as supporting infrastructures such as Apache Kafka. In this talk I will present the theoretical foundations for Stream Processing, discuss the core properties a Stream Processing platform should provide and highlight what differences you might find between the more traditional CEP and the more modern Stream Processing solutions.
HTTP/2 (or “H2” as the cool kids call it) has been ratified for months, and browsers already support or have committed to supporting the protocol. Everything we hear tells us that the new version of HTTP will provide significant performance benefits while requiring little to no change to our applications—all the problems with HTTP/1.x have seemingly been addressed; we no longer need the “hacks” that enabled us to circumvent them; and the Internet is about to be a happy place at last.
But maybe we should put the pom-poms down for a minute. Deploying HTTP/2 may not be as easy as it seems since the protocol brings with it new complications and issues. Likewise, the new features the spec introduces may not work as seamlessly as we hope. Hooman Beheshti examines HTTP/2’s core features and how they relate to real-world conditions, discussing the positives, negatives, new caveats, and practical considerations for deploying HTTP/2.
Topics include:
The single-connection model and the impact of degraded network conditions on HTTP/2 versus HTTP/1
How server push interacts (or doesn’t) with modern browser caches
What HTTP/2’s flow control mechanism means for server-to-client communication
New considerations for deploying HPACK compression
Difficulties in troubleshooting HTTP/2 communications, new tools, and new ways to use old tools
Similar to The end of polling : why and how to transform a REST API into a Data Streaming API? - SnowCamp.io 2017 (20)
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
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Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
21. @StreamdataIOstreamdataio
✓ Define a callback URL ✓ Create a subscription endpoint
- GET /webhook
- POST /webhook
- GET /webhook/{id}
- PUT /webhook/{id}
- DELETE /webhook/{id}
TODO LIST
Consumer API Provider
✓ Implement your webhook queue
- inline HTTP Requests
- SQL-based queue
- AMQP broker
- batch
24. PROS AND CONS
@StreamdataIOstreamdataio
✓ Real-Time updates
✓ Easily consumed
✓ Without dedicated resources
✓ Poor user experience
✓ Does not work with all clients
✓ Manual setup✓ Easily integrated
✓ Debugging
✓ (almost) Real-Time updates
32. @StreamdataIOstreamdataio
SUBSCRIBE - SUBSCRIBERS 1/2
Subscribers Send subscription request to the Hub
POST https://my-hub.com/
…
hub.mode="subscribe"
hub.topic="https://my-resource.com/"
hub.callback="http://example.com/callback"
hub.secret="my-token"
33. @StreamdataIOstreamdataio
SUBSCRIBE - HUB
Hub Verify intent of the subscribers
GET http://example.com/callback
…
hub.mode="subscribe"
hub.topic="https://my-resource.com/"
hub.challenge="a random string"
hub.lease_seconds=86400
40. @StreamdataIOstreamdataio
UNSUBSCRIBE - SUBSCRIBERS 1/2
Subscribers Send unsubscription request to the Hub
POST https://my-hub.com/
…
hub.mode="unsubscribe"
hub.topic="https://my-resource.com/"
hub.callback="http://example.com/callback"
hub.secret="my-token"
41. @StreamdataIOstreamdataio
UNSUBSCRIBE - HUB
Hub Verify intent of the subscribers
GET http://example.com/callback
…
hub.mode="unsubscribe"
hub.topic="https://my-resource.com/"
hub.challenge="a random string"
43. PROS AND CONS
@StreamdataIOstreamdataio
✓ (almost) Real-Time updates
✓ Easily consumed
✓ Without dedicated resources
✓ Poor user experience
✓ Does not work with all clients
✓ Manual setup✓ Easily integrated
✓ Debugging
✓ Need another call to get data
58. Proxy-as-a-Service
✓ works with any JSON API
✓ streaming based on Server-Sent Events
✓ dynamic cache
✓ incremental updates
STREAMDATA.IO
@StreamdataIOstreamdataio