Running an API 24/365
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How to keep a popular API up an running 24 hours a day, 365 days a year. Presentation by Federico Hernandez, Västtrafik from Nordic APIs Copenhagen in May 2013.
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Running an API 24/365
How to keep a popular API up an running 24 hours a day, 365 days a year.
Presentation by Federico Hernandez, Västtrafik from Nordic APIs Copenhagen in May 2013.
Funcd
This C++ header file defines a class called Funcd that represents a function. It includes function operator and derivative methods. It also defines a linesearch function that performs a line search optimization algorithm to find the minimum of the Funcd function along a search direction vector.
Javascript Continues Integration in Jenkins with AngularJS
The document describes a ToDo application built with AngularJS that uses MongoDB hosted on MongoHQ. It retrieves and saves ToDo items to the MongoDB database via a PHP proxy. It also discusses testing the application using tools like PhantomJS, Jasmine, JSCoverage, JSDoc, and continuous integration with Jenkins.
MongoUK - PHP Development
This document discusses PHP development with MongoDB. It covers installing and connecting to MongoDB from PHP, performing queries, using datatypes like MongoDate and MongoId, and best practices for insertion and removal of documents. The slides provide an overview of using MongoDB with PHP for tasks like server monitoring and storing large amounts of data.
Developing 2D Games with Stage3D
This deck covers the basic setup of Stage3D and how you can leverage it for 2D game development (specifically using the Starling framework).
State of APIs: API trends from Nordic APIs Copenhagen & Sundsvall
An overview of where we are coming from, where we are and where we are going in the API world. Presentation from Nordic APIs in Copenhagen and Sundsvall in May 2013.
Authorization The Missing Piece of the Puzzle
XACML (eXtensible Access Control Markup Language) is an OASIS standard for defining and interpreting access control policies across multiple security domains. It provides a policy language and request/response protocol for making authorization decisions based on attributes. XACML policies can be defined in terms of attributes for subjects, resources, actions, and the environment, allowing for fine-grained and context-aware access control (ABAC). The XACML architecture separates policy enforcement from decision making and includes policy administration, information, and retrieval points.
Pie for Sale: Timeless Lessons in API Advocacy (Adam DuVander)
This document provides lessons on API advocacy from Adam DuVander. It discusses the importance of making your API tasty or appealing to developers, knowing your competition, showing your face or being visible to developers, helping developers get started using your API, sharing your complete vision for how developers can use your API, and being available to answer developers' questions. The document uses the analogy of selling pie to represent effectively marketing your API to both internal and external developers.
Empfohlen
Running an API 24/365
How to keep a popular API up an running 24 hours a day, 365 days a year.
Presentation by Federico Hernandez, Västtrafik from Nordic APIs Copenhagen in May 2013.
Funcd
This C++ header file defines a class called Funcd that represents a function. It includes function operator and derivative methods. It also defines a linesearch function that performs a line search optimization algorithm to find the minimum of the Funcd function along a search direction vector.
Javascript Continues Integration in Jenkins with AngularJS
The document describes a ToDo application built with AngularJS that uses MongoDB hosted on MongoHQ. It retrieves and saves ToDo items to the MongoDB database via a PHP proxy. It also discusses testing the application using tools like PhantomJS, Jasmine, JSCoverage, JSDoc, and continuous integration with Jenkins.
MongoUK - PHP Development
This document discusses PHP development with MongoDB. It covers installing and connecting to MongoDB from PHP, performing queries, using datatypes like MongoDate and MongoId, and best practices for insertion and removal of documents. The slides provide an overview of using MongoDB with PHP for tasks like server monitoring and storing large amounts of data.
Developing 2D Games with Stage3D
This deck covers the basic setup of Stage3D and how you can leverage it for 2D game development (specifically using the Starling framework).
State of APIs: API trends from Nordic APIs Copenhagen & Sundsvall
An overview of where we are coming from, where we are and where we are going in the API world. Presentation from Nordic APIs in Copenhagen and Sundsvall in May 2013.
Authorization The Missing Piece of the Puzzle
XACML (eXtensible Access Control Markup Language) is an OASIS standard for defining and interpreting access control policies across multiple security domains. It provides a policy language and request/response protocol for making authorization decisions based on attributes. XACML policies can be defined in terms of attributes for subjects, resources, actions, and the environment, allowing for fine-grained and context-aware access control (ABAC). The XACML architecture separates policy enforcement from decision making and includes policy administration, information, and retrieval points.
Pie for Sale: Timeless Lessons in API Advocacy (Adam DuVander)
This document provides lessons on API advocacy from Adam DuVander. It discusses the importance of making your API tasty or appealing to developers, knowing your competition, showing your face or being visible to developers, helping developers get started using your API, sharing your complete vision for how developers can use your API, and being available to answer developers' questions. The document uses the analogy of selling pie to represent effectively marketing your API to both internal and external developers.
Public Transport APIs – How we are using and creating long lasting APIs at No...
This is a session given by Urika Park and Petter Kvarnfors at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
Nobina is the largest bus operator in the Nordic countries. With about 10 000 employees and 3600 vehicles we strive to simplify the every day traveling for our customers by deliver simple, friendly and priceworthy public transport services.
In this session we share experiences from consuming the API’s from Trafiklab.se, which started in 2011 as a national initiative for public transport. One of our applications that consumes these API’s is the travel planner “Res i Sthlm”. This app has over 700 000 active end users in Stockholm who rely on it and Trafiklab for their daily transport, so we’re constantly working with reliability and quality with the data we expose.
We also talk about how we contribute to European Standards for API’s in vehicles, and how we implement these standards in our vehicles/busses in traffic – in other words our IoT-units on wheels. For instance, the European initiative ITxPT and the MQTT standard.
We share some thoughts and discuss with you what data we think Nobina and other bus operators will and should publish in the future from vehicles and other public transport data.
When dealing with public transport, it’s extremely important to work with a long term mindset, since consequences for travelers can be severe if every operator and type of transport implements different solutions and designs.
API Creation to Iteration without the Frustration
This is a session given by Steve Rice at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
Once you have an API out in the wild (be it one that’s well designed, or one that grew organically), how do you evolve that API in the future? How do you take something everyone is using in a variety of ways, and distill those needs down into improvements?
This talk will walk through a recent major API version update we went through at PagerDuty from beginning to end. This will include details on what kinds of usage data we gathered, how we engaged with users of the API to understand what worked well and what didn’t, and how to break out of some of the existing antipatterns we had.
Audience members of this talk will be able to walk away with strategies they can apply to their own APIs (internal or external), testing patterns to consider, and ways to communicate engineering efforts in terms of business and customer value.
Integrated social solutions, the power and pitfalls of mashups
Presented by Jacob Ideskog from Twobo Technologies at Nordic APIs in Copenhagen the 21st of May 2013.
Lean and Mean – Authorization for kick-ass APIs (Jonas Markström)
This is a session given by Jonas Markström at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
So you’ve decided to go down the API path. You’re fitting your enterprise’s architecture with the best in REST services, micro services, and API gateways. You’ve convinced your management that opening up your most precious assets – your data – to the outside world will have considerable benefits. Just imagine: your partners, customers, and contractors will all be able to interact with your systems.
Now, of course, there is just this little nagging doubt in your head: did you code that service correctly? Are you positive only the right people have access to the relevant data? Did you thoroughly test that 10,000-line code that implements access control?
Of course you didn’t… Because you didn’t hard-code the authorization. You went for Attribute Based Access Control, the weapon of choice of API Ninjas. Right?
In this talk, we will cover the basics of externalizing authorization using ABAC and how it can be applied to your APIs:
– Secure API endpoints no matter the technology
– Control access to API functionality
– Control access to data: dynamic data masking
– Implement access control as centrally-managed policies
– Reuse the access control across other technologies in the stack.
Benefits include:
– Leaner APIs
– Slashed development time
– Faster time-to-market
Automotive Grade APIs – designing for longevity
This is a session given by Henrik Segesten at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
In the automotive industry, the term “automotive grade” is in common use applied to hardware. It means that the hardware has been tested for longer durability and more extreme conditions than consumer grade hardware. But how does this apply to software and more specifically APIs?
Why should i care about hypermedia
This document discusses hypermedia APIs and REST. It introduces the Richardson maturity model for REST APIs, which classifies them as level 1 (RPC), level 2 (RESTful), or level 3 (hypermedia). A level 3 hypermedia API uses hyperlinks to communicate available actions and business workflows to clients. This allows client-side behavior to be driven by links, making clients act like state machines. The document provides examples comparing how a book browsing/purchasing workflow would be implemented at levels 2 and 3, demonstrating how level 3 implies business rules and updates through links.
The end of polling (Audrey Neveu)
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.
Versioning strategy for a complex internal API (Konstantin Yakushev)
This is a session given by Konstantin Yakushev at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
API versioning is a very heated topic in API design world. Common approaches are passing version number explicitly (with a lot of fairly useless discussion on where exactly to put that number) or only introducing backwards-compatible changes.
When creating internal API for Badoo applications we found those approaches to be too limiting. Passing version number requires implementers to accommodate for all breaking changes when bumping version – even when it’s not required for business goals of that application at the time. Instead of driving value for business, application developers are in constant race to keep up with the API.
Never introducing incompatible changes is also not an option. After several feature redesigns (something that may happen at Badoo once every few weeks) protocol becomes bloated and half of the fields transmitted over the wire start being useless.
This talk is about our approach to versioning as part of client-server component negotiation. Client announces features and capabilities it supports and server replies with features status: whether they are enabled or disabled and whether they can be enabled by some user action (e. g. by buying some paid product).
Beside those componentized features, client also sends support flags such as SUPPORT_IMAGE_SIZE_VIA_URL which affects how API works. We use those flags where in typical API a version number bump would be required.
This approach allows both server and client to understand their current state and adjust their code accordingly – essentially, a tailor-made API for every client. Gathering data on feature and flag support among clients allows us to remove old code branches while continuing to evolve the API.
As a result, we are not afraid to change something when that change is required. Old clients continue to work while protocol rot is kept at low level.
In this talk I will give details on how exactly this versioning scheme work, how we test those changes, how and when we deprecate our old clients and note some stats and insights from using this scheme at Badoo for several years.
API Management - The Value of the Management Part
These are the slides of a presentation I gave at the first API Management NL Meetup on May 15th 2016 in Bunnik, the Netherlands
Apinf Open Api Management
Presentation about APinf, open API management platform, given in API Days Nordic event 19th of May 2016
Lessons Learned from Building Enterprise APIs (Gustaf Nyman)
This is a session given by Gustaf Nyman at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
In enterprises the majority of APIs are internal and may count in hundreds. APIs are often implemented in and used from a variety of languages and platforms, and legacy system and protocols are ever-present. As APIs are increasingly part of business strategies, API management becomes an important concern of the whole organisation.
Gustaf has spent more than 15 years building API infrastructure for enterprises. In this talk, he shares his thoughts on designing and implementing a long-lasting API management strategy.
TDD for APIs in a Microservice World (Michael Kuehne Schlinkert)
This is a session given by Michael Kuehne at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
It can be tough to test an apparently simple service comprehensively. A microservice architecture brings a new level of complexity to the question “How can we validate that our API is working as intended?”
In this talk Michael will explain how to use test driven development for APIs and even further how TDD can drive an API Design towards a more usable design, and how to build an well-tested ecosystem of microservices.
This approach is applicable for different kinds of services (REST APIs, websockets, industrial protocols). Independent from the type of interface we always ran into similar problems when we build an ecosystem of services.
We have to deal with dependency, asynchronous behaviours, fallback mechanisms, endpoint versioning and sometimes even shared databases.
It’s not trivial to apply TDD to these kinds of problems cause you have to think of scenarios. But there are ways of identify these scenarios and to test them.
As an API specialist Michael worked with various clients designing, building, testing, maintaining and even redesigning private and public services. Based on his project experience he developed a practical approach to apply TDD to APIs in microservice ecosystems.
Platform Security that will Last for Decades (Travis Spencer)
The document discusses building a secure platform for the future. It predicts that identity will be the number one impediment to security with the rise of more devices. The document proposes building upon open standards like OAuth, OpenID Connect, and SCIM to create a future-proof security architecture with an identity management system and API management system. This architecture would be ready to support changes like new communication protocols for internet and IoT, ensuring security lasts for decades to come.
Introduction to The 6 Insights of API Practice (Bill Doerrfeld)
This is a session given by Bill Doerrfeld at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
At Nordic APIs, our goal is to help businesses make smart tech decisions using APIs. To that end, via events and content Nordic APIs has treaded the business and technical sides to consider holistic best practices for providing an API. In this introductory Summit keynote talk, I’ll introduce what we’ve learned in the form of 6 core tenants of API practice which we’ve also designed this conference to address. Together they define a functional and evolving API:
Platformification: Becoming an API-first company means undergoing a platformification process. This represents a global trend that many argue needs to be adopted to keep your business competitive within the digital economy.
Strategy: Even before development begins, it’s important to consider your core API strategy. This is a defensible position that aligns your tech with platform goals, strategically exposing internal assets catered to an industry niche.
Business Models: APIs have the power to improve efficiency, reduce overhead cost, open up complementary revenue streams, extend R&D, or even alter an existing business model entirely. Thus, you’ll want to determine the right monetization method that improves overall business and leads to end profitability.
Security: With new major data breaches reaching the public ear every month, the importance of digital security can never be underestimated. For APIs, much of that lies in monitoring usage, access management, and identity control.
Design: No developer wants to use an API with an ugly developer portal, unintuitive URL structures, outdated technology, or terrible lag time. In order to keep your developer consumer happy, paint the API portal and overall developer experience with an aesthetic brush.
Marketing: In order to spark adoption, you need to have more than awesome functionality. I’ll review evangelism and discovery techniques you can use to get an API in the hands of more developer users.
We’ll look at specific successful implementations of these philosophies in the wild, and mention examples from our blog and eBook content that have brought in industry experts to share their insights. I’ll initiate dialogue and open the conference up to see where we’re heading. What you can get out of embracing the core tenants of API practice?
Microservices architecture overview v2
This slides deck about Microservices architecture and why do we need it. Architecture patterns which we need to follow doing Microservices architecture: Microservice, API Gateway, Service Discovery, Stateless/Shared-Nothing, Configuration/Service Consumption, Fault Tolerance (Circuit Breaker), Request Collapsing. And a bit about API Versioning
APIs as The Source of Truth (Zane Claes)
This is a session given by Zane Claes at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
Too often, APIs are only consumed by mobile apps and external services. This leads to inconsistencies between web and API implementations of core business logic. This talk will discuss how Airbnb created an API infrastructure that also powers our website, to create a single source of truth.
Building a serverless API in the cloud
This is a session given by Peter Drougge at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
In the fast paced world of cloud awesomeness there’s a new buzzword in town, and it’s called “serverless computing”.
Deposit 20 minutes of your time at this session and you’ll leave knowing how to leverage the power of Azure Functions to build and run an API without worrying about what server it’s hosted on or how it will scale.
Definitive Guide to API Management
API management solutions help enterprises manage, secure, and mediate API traffic, ensure that developers and partners are productive, and grow their API programs to meet the increasing demands of a digital world. APIU management capabilities including Backend as a Service (BaaS) solutions, analytics engines, and monetization enable developers to develop and extend apps with modern features, provide deep insights into the APIs, and allow API providers to monetize their APIs and developers to share in the revenue.
The adventure of enabling API management in a large enterprise (Josh Wang)
This is a session given by Josh Wang at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Workshop: API Management
Co-Founder and CTO, Paul Fremantle and Solutions Architect, Senaka Fernando facilitated this workshop at Jax London 2014. The workshop illustrated how API management helps organizations participate in the API Economy; with the first half of the workshop looking at the overall landscape and approaches, while the second half focusing on using Open Source API Management tooling to expose, monitor and manage APIs.
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Microservices in GO, benefits and costs of a microservices architecture, the tools used are written in GO. Massimiliano Dessi, Codemotion 2017 Rome
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Public Transport APIs – How we are using and creating long lasting APIs at No...
This is a session given by Urika Park and Petter Kvarnfors at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
Nobina is the largest bus operator in the Nordic countries. With about 10 000 employees and 3600 vehicles we strive to simplify the every day traveling for our customers by deliver simple, friendly and priceworthy public transport services.
In this session we share experiences from consuming the API’s from Trafiklab.se, which started in 2011 as a national initiative for public transport. One of our applications that consumes these API’s is the travel planner “Res i Sthlm”. This app has over 700 000 active end users in Stockholm who rely on it and Trafiklab for their daily transport, so we’re constantly working with reliability and quality with the data we expose.
We also talk about how we contribute to European Standards for API’s in vehicles, and how we implement these standards in our vehicles/busses in traffic – in other words our IoT-units on wheels. For instance, the European initiative ITxPT and the MQTT standard.
We share some thoughts and discuss with you what data we think Nobina and other bus operators will and should publish in the future from vehicles and other public transport data.
When dealing with public transport, it’s extremely important to work with a long term mindset, since consequences for travelers can be severe if every operator and type of transport implements different solutions and designs.
API Creation to Iteration without the Frustration
This is a session given by Steve Rice at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
Once you have an API out in the wild (be it one that’s well designed, or one that grew organically), how do you evolve that API in the future? How do you take something everyone is using in a variety of ways, and distill those needs down into improvements?
This talk will walk through a recent major API version update we went through at PagerDuty from beginning to end. This will include details on what kinds of usage data we gathered, how we engaged with users of the API to understand what worked well and what didn’t, and how to break out of some of the existing antipatterns we had.
Audience members of this talk will be able to walk away with strategies they can apply to their own APIs (internal or external), testing patterns to consider, and ways to communicate engineering efforts in terms of business and customer value.
Integrated social solutions, the power and pitfalls of mashups
Presented by Jacob Ideskog from Twobo Technologies at Nordic APIs in Copenhagen the 21st of May 2013.
Lean and Mean – Authorization for kick-ass APIs (Jonas Markström)
This is a session given by Jonas Markström at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
So you’ve decided to go down the API path. You’re fitting your enterprise’s architecture with the best in REST services, micro services, and API gateways. You’ve convinced your management that opening up your most precious assets – your data – to the outside world will have considerable benefits. Just imagine: your partners, customers, and contractors will all be able to interact with your systems.
Now, of course, there is just this little nagging doubt in your head: did you code that service correctly? Are you positive only the right people have access to the relevant data? Did you thoroughly test that 10,000-line code that implements access control?
Of course you didn’t… Because you didn’t hard-code the authorization. You went for Attribute Based Access Control, the weapon of choice of API Ninjas. Right?
In this talk, we will cover the basics of externalizing authorization using ABAC and how it can be applied to your APIs:
– Secure API endpoints no matter the technology
– Control access to API functionality
– Control access to data: dynamic data masking
– Implement access control as centrally-managed policies
– Reuse the access control across other technologies in the stack.
Benefits include:
– Leaner APIs
– Slashed development time
– Faster time-to-market
Automotive Grade APIs – designing for longevity
This is a session given by Henrik Segesten at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
In the automotive industry, the term “automotive grade” is in common use applied to hardware. It means that the hardware has been tested for longer durability and more extreme conditions than consumer grade hardware. But how does this apply to software and more specifically APIs?
Why should i care about hypermedia
This document discusses hypermedia APIs and REST. It introduces the Richardson maturity model for REST APIs, which classifies them as level 1 (RPC), level 2 (RESTful), or level 3 (hypermedia). A level 3 hypermedia API uses hyperlinks to communicate available actions and business workflows to clients. This allows client-side behavior to be driven by links, making clients act like state machines. The document provides examples comparing how a book browsing/purchasing workflow would be implemented at levels 2 and 3, demonstrating how level 3 implies business rules and updates through links.
The end of polling (Audrey Neveu)
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.
Versioning strategy for a complex internal API (Konstantin Yakushev)
This is a session given by Konstantin Yakushev at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
API versioning is a very heated topic in API design world. Common approaches are passing version number explicitly (with a lot of fairly useless discussion on where exactly to put that number) or only introducing backwards-compatible changes.
When creating internal API for Badoo applications we found those approaches to be too limiting. Passing version number requires implementers to accommodate for all breaking changes when bumping version – even when it’s not required for business goals of that application at the time. Instead of driving value for business, application developers are in constant race to keep up with the API.
Never introducing incompatible changes is also not an option. After several feature redesigns (something that may happen at Badoo once every few weeks) protocol becomes bloated and half of the fields transmitted over the wire start being useless.
This talk is about our approach to versioning as part of client-server component negotiation. Client announces features and capabilities it supports and server replies with features status: whether they are enabled or disabled and whether they can be enabled by some user action (e. g. by buying some paid product).
Beside those componentized features, client also sends support flags such as SUPPORT_IMAGE_SIZE_VIA_URL which affects how API works. We use those flags where in typical API a version number bump would be required.
This approach allows both server and client to understand their current state and adjust their code accordingly – essentially, a tailor-made API for every client. Gathering data on feature and flag support among clients allows us to remove old code branches while continuing to evolve the API.
As a result, we are not afraid to change something when that change is required. Old clients continue to work while protocol rot is kept at low level.
In this talk I will give details on how exactly this versioning scheme work, how we test those changes, how and when we deprecate our old clients and note some stats and insights from using this scheme at Badoo for several years.
API Management - The Value of the Management Part
These are the slides of a presentation I gave at the first API Management NL Meetup on May 15th 2016 in Bunnik, the Netherlands
Apinf Open Api Management
Presentation about APinf, open API management platform, given in API Days Nordic event 19th of May 2016
Lessons Learned from Building Enterprise APIs (Gustaf Nyman)
This is a session given by Gustaf Nyman at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
In enterprises the majority of APIs are internal and may count in hundreds. APIs are often implemented in and used from a variety of languages and platforms, and legacy system and protocols are ever-present. As APIs are increasingly part of business strategies, API management becomes an important concern of the whole organisation.
Gustaf has spent more than 15 years building API infrastructure for enterprises. In this talk, he shares his thoughts on designing and implementing a long-lasting API management strategy.
TDD for APIs in a Microservice World (Michael Kuehne Schlinkert)
This is a session given by Michael Kuehne at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
It can be tough to test an apparently simple service comprehensively. A microservice architecture brings a new level of complexity to the question “How can we validate that our API is working as intended?”
In this talk Michael will explain how to use test driven development for APIs and even further how TDD can drive an API Design towards a more usable design, and how to build an well-tested ecosystem of microservices.
This approach is applicable for different kinds of services (REST APIs, websockets, industrial protocols). Independent from the type of interface we always ran into similar problems when we build an ecosystem of services.
We have to deal with dependency, asynchronous behaviours, fallback mechanisms, endpoint versioning and sometimes even shared databases.
It’s not trivial to apply TDD to these kinds of problems cause you have to think of scenarios. But there are ways of identify these scenarios and to test them.
As an API specialist Michael worked with various clients designing, building, testing, maintaining and even redesigning private and public services. Based on his project experience he developed a practical approach to apply TDD to APIs in microservice ecosystems.
Platform Security that will Last for Decades (Travis Spencer)
The document discusses building a secure platform for the future. It predicts that identity will be the number one impediment to security with the rise of more devices. The document proposes building upon open standards like OAuth, OpenID Connect, and SCIM to create a future-proof security architecture with an identity management system and API management system. This architecture would be ready to support changes like new communication protocols for internet and IoT, ensuring security lasts for decades to come.
Introduction to The 6 Insights of API Practice (Bill Doerrfeld)
This is a session given by Bill Doerrfeld at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
At Nordic APIs, our goal is to help businesses make smart tech decisions using APIs. To that end, via events and content Nordic APIs has treaded the business and technical sides to consider holistic best practices for providing an API. In this introductory Summit keynote talk, I’ll introduce what we’ve learned in the form of 6 core tenants of API practice which we’ve also designed this conference to address. Together they define a functional and evolving API:
Platformification: Becoming an API-first company means undergoing a platformification process. This represents a global trend that many argue needs to be adopted to keep your business competitive within the digital economy.
Strategy: Even before development begins, it’s important to consider your core API strategy. This is a defensible position that aligns your tech with platform goals, strategically exposing internal assets catered to an industry niche.
Business Models: APIs have the power to improve efficiency, reduce overhead cost, open up complementary revenue streams, extend R&D, or even alter an existing business model entirely. Thus, you’ll want to determine the right monetization method that improves overall business and leads to end profitability.
Security: With new major data breaches reaching the public ear every month, the importance of digital security can never be underestimated. For APIs, much of that lies in monitoring usage, access management, and identity control.
Design: No developer wants to use an API with an ugly developer portal, unintuitive URL structures, outdated technology, or terrible lag time. In order to keep your developer consumer happy, paint the API portal and overall developer experience with an aesthetic brush.
Marketing: In order to spark adoption, you need to have more than awesome functionality. I’ll review evangelism and discovery techniques you can use to get an API in the hands of more developer users.
We’ll look at specific successful implementations of these philosophies in the wild, and mention examples from our blog and eBook content that have brought in industry experts to share their insights. I’ll initiate dialogue and open the conference up to see where we’re heading. What you can get out of embracing the core tenants of API practice?
Microservices architecture overview v2
This slides deck about Microservices architecture and why do we need it. Architecture patterns which we need to follow doing Microservices architecture: Microservice, API Gateway, Service Discovery, Stateless/Shared-Nothing, Configuration/Service Consumption, Fault Tolerance (Circuit Breaker), Request Collapsing. And a bit about API Versioning
APIs as The Source of Truth (Zane Claes)
This is a session given by Zane Claes at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Description:
Too often, APIs are only consumed by mobile apps and external services. This leads to inconsistencies between web and API implementations of core business logic. This talk will discuss how Airbnb created an API infrastructure that also powers our website, to create a single source of truth.
Building a serverless API in the cloud
This is a session given by Peter Drougge at Nordic APIs 2016 Platform Summit on October 26th, in Stockholm Sweden.
Description:
In the fast paced world of cloud awesomeness there’s a new buzzword in town, and it’s called “serverless computing”.
Deposit 20 minutes of your time at this session and you’ll leave knowing how to leverage the power of Azure Functions to build and run an API without worrying about what server it’s hosted on or how it will scale.
Definitive Guide to API Management
API management solutions help enterprises manage, secure, and mediate API traffic, ensure that developers and partners are productive, and grow their API programs to meet the increasing demands of a digital world. APIU management capabilities including Backend as a Service (BaaS) solutions, analytics engines, and monetization enable developers to develop and extend apps with modern features, provide deep insights into the APIs, and allow API providers to monetize their APIs and developers to share in the revenue.
The adventure of enabling API management in a large enterprise (Josh Wang)
This is a session given by Josh Wang at Nordic APIs 2016 Platform Summit on October 25th, in Stockholm Sweden.
Workshop: API Management
Co-Founder and CTO, Paul Fremantle and Solutions Architect, Senaka Fernando facilitated this workshop at Jax London 2014. The workshop illustrated how API management helps organizations participate in the API Economy; with the first half of the workshop looking at the overall landscape and approaches, while the second half focusing on using Open Source API Management tooling to expose, monitor and manage APIs.
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Lessons Learned from Building Enterprise APIs (Gustaf Nyman)
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TDD for APIs in a Microservice World (Michael Kuehne Schlinkert)
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Platform Security that will Last for Decades (Travis Spencer)
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Introduction to The 6 Insights of API Practice (Bill Doerrfeld)
Introduction to The 6 Insights of API Practice (Bill Doerrfeld)
The adventure of enabling API management in a large enterprise (Josh Wang)
The adventure of enabling API management in a large enterprise (Josh Wang)
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Data Con LA 2020
Description
MySQL is an ubiquitous relational database that can also be used as a NoSQL JSON document store. That means you do not need a DBA to set up tables - just connect and start saving data. And you can access the NoSQL data from the SQL side or the SQL data from the NoSQL side which gives you the best of both the SQL and NoSQL worlds on the same server.
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Json within a relational database
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How to write clean & testable code without losing your mind
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Oracle Connection Manager
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How I Built Bill, the AI-Powered Chatbot That Reads Our Docs for Fun , by Tod...
A presentation given by Todd Kerpelman, Developer Advocate at Plaid, at our 2024 Austin API Summit, March 12-13.
Session Description: Have you ever thought about building your own chatbot to help developers be more successful using your APIs? Well, we made one for Plaid’s documentation site, and in this talk, I’ll cover some of the things we learned!
This presentation will cover topics like:
– How does it work? What does it mean to “train” a bot on your docs?
– Setting appropriate expectations: Do you still need to write documentation? Do you still need a support team?
– The trade-offs around building your own vs. buying a 3rd party solution
– Some decisions around the underlying tech
– How to build a decent “conversational mode” so you can ask follow-up questions
– How you evaluate the quality of a chatbot, and some surprises we ecountered along the way
– What do you do when things go wrong?
– Security considerations
And much more! Actually, probably not that much more. That already sounds like a lot.
The Art of API Design, by David Biesack at Apiture
A presentation given by David Biesack, Chief API Officer at Apiture, at our 2024 Austin API Summit, March 12-13.
Session Description: API Design is truly an art. While ChatGPT can spit out seemingly detailed APIs, there is still much to be said for well-crafted, consistent APIs designed by organic intelligence, in a broader context, with the consumer and Developer Experience in mind.
A good (or dare we dream, great) Developer Experience (DX) is an important aspect of API design and the success of your API program. Attendees will grok the interplay of API design, patterns, and language constraints and limitations. See how and why artful API Design Matters to DX and "good" API outcomes, and why fluency in the myriad languages of APIs matters. Learn how choosing guiding principles can shape all your APIs for success. Learn how to stay relevant as an API designer when the API generating robots are breathing down your neck.
ABAC, ReBAC, Zanzibar, ALFA… How Should I Implement AuthZ in My APIs? by Dav...
A presentation given by David Brossard, CTO at Axiomatics, at our 2024 Austin API Summit, March 12-13.
Session Description: So you've just built your cool new API and figured out the authentication part. You're even using OAuth for access delegation, scopes, and claims. So, you're good, right? Well what about fine-grained authorization? What about OWASP's #1 security threat, broken access control? How do you handle that? Maybe you need an authorization framework to help with that. But which one? Is ABAC the way to go? Policies? Graphs? In this presentation, we'll give you the tools to understand what authorization for APIs entails, what options you have, and how to successfully implement a secure authorization strategy for your APIs. We will cover approaches such as ALFA, ReBAC, and Zanzibar and illustrate with a live demo.
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A presentation given by Budhaditya Bhattacharya, Developer Advocate at Tyk, at our 2024 Austin API Summit, March 12-13.
Session Description: APIs and microservices are powering domain-driven design architectures and have become the fabric of modern cloud-native applications. However, focusing on technology isn't enough - there is a need for a synergy between people, processes, and tools.
Based on the CNCF platform maturity model, we will look to bridge the gap between an org's current and desired platform maturity level when creating cloud-native API platforms. We'll discuss:
1. The platform team model - team topologies and key roles for developing internal API platforms
2. Processes like platform discovery, jobs-to-be-done analysis, and continuous feedback loops to understand and meet developer needs
3. Applying a "platform as a product" mindset to measure and communicate platform success
4. Architecting for discoverability, security, observability and integration capabilities 5. The role of technologies like service meshes, API gateway, identity management, internal developer portals and OpenAPI specifications
The Federated Future: Pioneering Next-Gen Solutions in API Management - Marku...
A presentation given by Markus Müller, CTO at APIIDA, at our 2024 Austin API Summit, March 12-13.
Session Description: In an era where digital transformation is pivotal, the management and governance of APIs have emerged as critical components in the technological infrastructure of businesses. "The Federated Future: Pioneering Next-Gen Solutions in API Management" is a forward-looking talk that delves into the evolving landscape of API governance, with a particular focus on Federated API Management as a groundbreaking approach.
Over the course of this presentation, we will explore the paradigm shift from traditional, centralized API management towards a more dynamic, federated model. This approach not only offers scalability and flexibility but also fosters innovation by enabling diverse teams to collaboratively manage APIs while adhering to consistent governance policies.
Key topics include:
- The current challenges in API governance and how federated management addresses these.
- The principles and architecture of Federated API Management, distinguishing it from traditional models.
- Real-world implications of adopting a federated approach, including case studies that illustrate its transformative impact on businesses.
- Strategies for implementing Federated API Management, focusing on best practices for seamless integration.
- The future outlook of API governance, anticipating emerging trends and technologies.
API Authorization Using an Identity Server and Gateway - Aldo Pietropaolo, SGNL
A presentation given by Aldo Pietropaolo, Director of Solutions Engineering at SGNL, at our 2024 Austin API Summit, March 12-13.
Session Description: Securing APIs and ensuring you are protected from threats by implementing authentication and authorization while keeping the request context intact can be challenging. This session will show us how to leverage SGNL, Curity, and the Kong API Gateway to protect fictitious patient records. The session will be a technical session focused on the architecture and integration points for implementing continuous access management.
API Discovery from Crawl to Run - Rob Dickinson, Graylog
A presentation given by Rob Dickinson, VP of Engineering at Graylog, at our 2024 Austin API Summit, March 12-13.
Session Description: Discovering the attack surface presented by your APIs is the first step to improving API security. But APIs are fundamentally dark and constantly changing, which presents serious challenges for security teams trying to assess and manage new risks. There are several reasonable ways to perform API discovery, but each has its own tradeoffs and implications about what is actually being counted. This talk covers taking an API discovery program from start to best-of-breed, and strategies for measuring and monitoring your API attack surface.
Productizing and Monetizing APIs - Derric Gilling, Moseif
A presentation given by Derric Gilling, CEO of Moseif, at our 2024 Austin API Summit, March 12-13.
Session Description: The talk would target product owners looking to turn APIs into revenue centers. Specifically, how to price and package APIs, different strategies around prepaid, postpaid, and PAYG billing, and how to choose the right metric to charge, etc. Then, we’ll chat on the go-to-market to drive developer adoption.
Securely Boosting Any Product with Generative AI APIs - Ruben Sitbon, Sipios
A presentation given by Ruben Sitbon, Lead Solutions Architect at Sipios, at our 2024 Austin API Summit, March 12-13.
Session Description: ChatGPT has been a tidal wave, changing forever the way people and companies perceive the value of Artificial Intelligence. Many startups have launched products with ChatGPTI at its core, innovative SaaS players have all integrated Generative AI extensions or plugins, but it is now clear that users will be expecting more and more Generative AI to boost the features of products they use on a daily basis.
In this talk, I will describe how a framework relying on Generative AI in-house APIs that allows:
- Easily « boosting » any product feature with Generative AI
- Improving the answers through a « trainer API » that allows experts to improve the accuracy and tone of the model
- Bundling security and continuous compliance in the APIs to enjoy the benefits even within risk averse large corporates.
Security of LLM APIs by Ankita Gupta, Akto.io
A presentation given by Ankita Gupta, Co-Founder and CEO, Akto.io, at our 2024 Austin API Summit, March 12-13.
Session Description: In this session, I will talk about API security of LLM APIs, addressing key vulnerabilities and attack vectors. The purpose is to educate developers, API designers, architects and organizations about the potential security risks when deploying and managing LLM APIs.
1. Overview of Large Language Models (LLMs) APIs
2. Understanding LLM Vulnerabilities:
- Prompt Injections
- Sensitive Data Leakage
- Inadequate Sandboxing
- Insecure Plugin Design
- Model Denial of Service
- Unauthorized Code Execution
- Input attacks
- Poisoning attacks
3. Best practices to secure LLM APIs from data breaches
I will explain all the above using real life examples.
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A presentation given by Katie Paxton-Fear, API Security Educator, Traceable AI, at our 2024 Austin API Summit, March 12-13.
Session Description: Have you ever wanted to be the villain or anti-hero? In this talk, we'll cover how to hack APIs, with permission, of course. First, we'll look at the tools of the trade for API hackers, some of the most common security vulnerabilities and how we test for them, and finally, I'll tell some of my API hacking stories. The aim of the session will be to learn a little API hacking and encourage people to have a go at API hacking themselves. Participants will also join me as I hack live, giving suggestions for the next steps, for an interactive and engaging session.
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A presentation given by Kishore Banala, Senior Software Engineer, Netflix, at our 2024 Austin API Summit, March 12-13.
Session Description: Extend the advantages of GraphQL beyond the UI layer by creating data streams that seamlessly transfer data from Federated GraphQL to your preferred destination. This presentation explores the myriad use cases that can be unleashed, such as Search, Analytics etc., sparing you from the complexity of extensive ETL jobs. Join us for an in-depth exploration of the advantages that arise from seamlessly connecting GraphQL with data streams, opening new dimensions of efficiency and capability.
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A presentation given by Gareth Jones, API Architect at Microsoft, at our 2024 Austin API Summit, March 12-13.
Session Description: Didn't the API description wars end in 2017 when we all agreed that OAS was the way forward?
Yes, and yet how satisfied with your API descriptions are you? Are they thousands of lines of hard to read yaml or JSON? When someone makes a change, is it easy to review for correctness and completeness? Do visual tools make this easier? Do they support change management?
I'll make the case that the next generation of more abstract DSLs for defining APIs such as Smithy from Amazon and TypeSpec, open sourced by Microsoft, move us back to a more intentional approach to design and give us the opportunity to highlight the business characteristics that matter most at design-time.
Establish, Grow, and Mature Your API Platform - James Higginbotham, LaunchAny
A presentation given by James Higginbotham, Executive API Consultant, LaunchAny, at our 2024 Austin API Summit, March 12-13.
Session Description: Building and growing an API platform takes more than building and organizing your APIs. It requires understanding the needs of your ecosystem, establishing lightweight processes that drive discoverability, providing the resources for self-service enablement, and delivering a federated API coach program to scale your efforts. This talk will explore the practices and patterns implemented by global organizations that will help your API ecosystem shift from a functional program to a transformational API platform.
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A presentation given by Adrienne Moherek, Developer Experience Technical Leader, Cisco, at our 2024 Austin API Summit, March 12-13.
Session Description: Heard of suss? You can suss out more information or you can find someone’s information to be suss. “Suss” shows the flexibility of language. It’s an ongoing process to change how we use certain words. It’s important to choose words carefully to convey the correct meaning and avoid harmful subtext or exclusion. Let’s explore some of the tools and triage methods that it takes from an engineering viewpoint to make bias-free choices. How can you ensure that biased words do not sneak into code, UI, docs, configurations, or our everyday language? First, let’s walk through how to take an inventory of assets from code to config files to API specifications to standards. Next, by placing those findings into categories, prioritize the work to substitute with inclusive alternatives. Let’s examine some examples using both API and code assets. Next is a demonstration of how to automate analyzing your source code or documentation with a linter, looking for patterns based on rules that are fed into the tool. What’s in the future for these efforts? Inclusive language should expand beyond English and North America efforts. To do so, let’s organize the work with automation tooling, as engineers do.
Going Platinum: How to Make a Hit API by Bill Doerrfeld, Nordic APIs
A presentation given by Bill Doerrfeld, Editor in Chief of Nordic APIs, at our 2024 Austin API Summit, March 12-13.
Session Description: As it turns out, making a hit API is a lot like making a hit music album. You have to find a niche, you need good naming, and you need quality content. Also, on the production side, design, style, experience, and collaboration all matter a lot. At the end of the day, both are products, requiring the right management tools, marketing know-how, and infrastructure to scale. In this SXSW-inspired opening keynote, I'll look into the parallels between the two endeavors, providing a fun and informative look into specific things API providers should be considering on their journey toward becoming API platform rockstars.
Getting Better at Risk Management Using Event Driven Mesh Architecture - Ragh...
A presentation given by Raghavan Sadagopan, Sr. Director from CapitalOne & Lakshmi Narayana, Sr. Lead Software Engineer from CapitalOne, at our 2024 Austin API Summit, March 12-13.
Session Description: Managing Risk is critical to the success of an organization. Managing Risks starts with identifying potential Risks which in the digital world are signals emanating from varying source systems. Identifying potential risks real-time enables organizations to mitigate / better prepare for potential exposures. The session will share our point of view on implementing an API centric event mesh architecture that routes events in real-time through a scalable and resilient cloud-native service on AWS.
GenAI: Producing and Consuming APIs by Paul Dumas, Gartner
A presentation given by Paul Dumas, Senior Director Analyst at Gartner, at our 2024 Austin API Summit, March 12-13.
Session Description:
GenAI will be, well, generating APIs. We are entering the era where software creates software. It will develop APIs faster than humans are capable of. Humans cannot compete with this compute power. How do we marshal this power, govern what it produces, and leverage it to support our business objectives and strategies? We will become more dependent on the capabilities we have as humans that elude machines. This talk provides insight to software leaders about the challenges of leading and managing this new software development power. The key lies in skills that are unique to humans: foresight, intuition, and agility.
The SAS developer portal – developer.sas.com 2.0: How we built it by Joe Furb...
A presentation given by Joe Furbee, Developer Advocate and Developers Communities Manager at SAS Institute, at our 2024 Austin API Summit, March 12-13.
Session Description: Sure, we could have hired someone to (re)create our developer portal, developer.sas.com. However, we wanted the freedom to build our portal from the ground up. But, it takes more than an API architect and a developer advocate to create a modern, interactive developer experience. This session provides an overview of the steps we took to relaunch the SAS AI and analytics platform developer portal. Who was involved? How did we accomplish what we wanted to build? We’ll explore the stakeholders involved, the importance of open-source technologies, and why focusing on the developer’s perspective matters. This is not a marketing pitch to promote SAS services. Instead, it’s a detailed look at the process we followed to deploy our new developer portal.
How Netflix Uses Data Abstraction to Operate Services at Scale - Vidhya Arvin...
A presentation given by Vidhya Arvind, Staff Software Engineer, Netflix, at our 2024 Austin API Summit, March 12-13.
Session Description: At Netflix, Data abstraction plays a pivotal role in hosting 100s of use cases that scale, they are widely adopted and depended on by mission-critical systems. In this talk, I show how to design reliable APIs and layout data for Key-Value services for petabyte-scale datasets. Key-value service uses a control plane and data plane to abstract the data, uses some novel techniques to reliably store and safely scale the service to 100s of instances.
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How I Built Bill, the AI-Powered Chatbot That Reads Our Docs for Fun , by Tod...
How I Built Bill, the AI-Powered Chatbot That Reads Our Docs for Fun , by Tod...
The Art of API Design, by David Biesack at Apiture
The Art of API Design, by David Biesack at Apiture
ABAC, ReBAC, Zanzibar, ALFA… How Should I Implement AuthZ in My APIs? by Dav...
ABAC, ReBAC, Zanzibar, ALFA… How Should I Implement AuthZ in My APIs? by Dav...
Crafting a Cloud Native API Platform to Accelerate Your Platform Maturity - B...
Crafting a Cloud Native API Platform to Accelerate Your Platform Maturity - B...
The Federated Future: Pioneering Next-Gen Solutions in API Management - Marku...
The Federated Future: Pioneering Next-Gen Solutions in API Management - Marku...
API Authorization Using an Identity Server and Gateway - Aldo Pietropaolo, SGNL
API Authorization Using an Identity Server and Gateway - Aldo Pietropaolo, SGNL
API Discovery from Crawl to Run - Rob Dickinson, Graylog
API Discovery from Crawl to Run - Rob Dickinson, Graylog
Productizing and Monetizing APIs - Derric Gilling, Moseif
Productizing and Monetizing APIs - Derric Gilling, Moseif
Securely Boosting Any Product with Generative AI APIs - Ruben Sitbon, Sipios
Securely Boosting Any Product with Generative AI APIs - Ruben Sitbon, Sipios
I'm an API Hacker, Here's How to Go from Making APIs to Breaking Them - Katie...
I'm an API Hacker, Here's How to Go from Making APIs to Breaking Them - Katie...
Unleashing the Potential of GraphQL with Streaming Data - Kishore Banala, Net...
Unleashing the Potential of GraphQL with Streaming Data - Kishore Banala, Net...
Reigniting the API Description Wars with TypeSpec and the Next Generation of ...
Reigniting the API Description Wars with TypeSpec and the Next Generation of ...
Establish, Grow, and Mature Your API Platform - James Higginbotham, LaunchAny
Establish, Grow, and Mature Your API Platform - James Higginbotham, LaunchAny
Inclusive, Accessible Tech: Bias-Free Language in Code and Configurations - A...
Inclusive, Accessible Tech: Bias-Free Language in Code and Configurations - A...
Going Platinum: How to Make a Hit API by Bill Doerrfeld, Nordic APIs
Going Platinum: How to Make a Hit API by Bill Doerrfeld, Nordic APIs
Getting Better at Risk Management Using Event Driven Mesh Architecture - Ragh...
Getting Better at Risk Management Using Event Driven Mesh Architecture - Ragh...
GenAI: Producing and Consuming APIs by Paul Dumas, Gartner
GenAI: Producing and Consuming APIs by Paul Dumas, Gartner
The SAS developer portal – developer.sas.com 2.0: How we built it by Joe Furb...
The SAS developer portal – developer.sas.com 2.0: How we built it by Joe Furb...
How Netflix Uses Data Abstraction to Operate Services at Scale - Vidhya Arvin...
How Netflix Uses Data Abstraction to Operate Services at Scale - Vidhya Arvin...
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For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Taking AI to the Next Level in Manufacturing.pdf
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Public CyberSecurity Awareness Presentation 2024.pptx
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“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...
“How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-eff...Edge AI and Vision Alliance
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/how-axelera-ai-uses-digital-compute-in-memory-to-deliver-fast-and-energy-efficient-computer-vision-a-presentation-from-axelera-ai/
Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit.
As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, introduces the challenge of operating within the stringent confines of resource constraints typical at the edge, including small form factors, low energy budgets and diminished memory and computational capacities. Axelera AI addresses these challenges through an innovative approach of performing digital computations within memory itself. This technique facilitates the realization of high-performance, energy-efficient and cost-effective computer vision capabilities at the thin and thick edge, extending the frontier of what is achievable with current technologies.
In this presentation, Verhoef unveils his company’s pioneering chip technology and demonstrates its capacity to deliver exceptional frames-per-second performance across a range of standard computer vision networks typical of applications in security, surveillance and the industrial sector. This shows that advanced computer vision can be accessible and efficient, even at the very edge of our technological ecosystem.Best 20 SEO Techniques To Improve Website Visibility In SERP
Boost your website's visibility with proven SEO techniques! Our latest blog dives into essential strategies to enhance your online presence, increase traffic, and rank higher on search engines. From keyword optimization to quality content creation, learn how to make your site stand out in the crowded digital landscape. Discover actionable tips and expert insights to elevate your SEO game.
Apps Break Data
How information systems are built or acquired puts information, which is what they should be about, in a secondary place. Our language adapted accordingly, and we no longer talk about information systems but applications. Applications evolved in a way to break data into diverse fragments, tightly coupled with applications and expensive to integrate. The result is technical debt, which is re-paid by taking even bigger "loans", resulting in an ever-increasing technical debt. Software engineering and procurement practices work in sync with market forces to maintain this trend. This talk demonstrates how natural this situation is. The question is: can something be done to reverse the trend?
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How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
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How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
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Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
Your One-Stop Shop for Python Success: Top 10 US Python Development Providers
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Energy Efficient Video Encoding for Cloud and Edge Computing Instances
Columbus Data & Analytics Wednesdays - June 2024
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Digital Marketing Trends in 2024 | Guide for Staying Ahead
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Digital Banking in the Cloud: How Citizens Bank Unlocked Their Mainframe
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
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- 6. 24/7
- 7. 24/7/365
- 8. 24/7/365
- 9. 24/365
- 10. 24/365 (24/7/52)
- 15. WEB 200 000 APP 700 000 API 700 000 (+300 000)
- 19. Write program that do one thing and do it well Unix philosophy Doug McIlroy
- 20. Eric Raymond’s 17 Unix Rules ... Rule of Modularity Rule of Composition Rule of Separation Rule of Simplicity Rule of Parsimony Rule of Robustness ...
- 43. $ curl localhost:5432/cmi/status { "nodeTime": "2013-05-20T13:41:52", "activeSubscriptions": 892, "totalNumberOfSubscribers": 1019, "totalNumberOfSubscriptions": 1801, "sentMessagesPerMinute": 0, "tsConnections": [ "HafasServerClient [be1/123.456.789.123:40301], managed connections: 232", "HafasServerClient [be1/123.456.789.123:40302], managed connections: 251", "HafasServerClient [be2/123.456.789.125:40301], managed connections: 234", "HafasServerClient [be2/123.456.789.125:40302], managed connections: 212" ] }
- 47. Statistik för Sun 2013-05-19 ============================ Antal sökningar --------------- Searches: 918967 Klienter -------- WEB: 84957 (9.245%) IPHONE: 414562 (45.112%) IPAD: 1554 (0.169%) ANDROID: 110725 (12.049%) REST: 306560 (33.359%) XHTML: 609 (0.066%)
- 48. Typ av förfrågningar -------------------- XMLCON (till/från eller till och från address): 347464 (37.810%) XMLSTATIONBOARD (nästa tur): 326501 (35.529%) XMLCON-BASIC (till och från hållplats): 117693 (12.807%) XMLLOCATING (sökning med gps från mobilen): 110491 (12.023%) XMLJOURNEY: 6815 (0.742%) XMLTARIFF (prisförfrågning): 5678 (0.618%) XMLGIS: 3871 (0.421%) XMLSIMPLEHANDLESTRING (SMS): 454 (0.049%)
- 49. Svarstider för beräkningar -------------------------- 0.00s: 657046 (71.498%) 0.01s: 48629 (5.292%) 0.02s: 20615 (2.243%) 0.03s: 25596 (2.785%) 0.04s: 20940 (2.279%) 0.05s: 4842 (0.527%) 0.06s: 8245 (0.897%) 0.07s: 11930 (1.298%) 0.08s: 5899 (0.642%) 0.09s: 4966 (0.540%) --- 0.0s: 808708 (88.002%) 0.1s: 99959 (10.877%) 0.2s: 4214 (0.459%) 0.3s: 1656 (0.180%) 0.4s: 1212 (0.132%) 0.5s: 928 (0.101%) 0.6s: 679 (0.074%) 0.7s: 446 (0.049%) 0.8s: 242 (0.026%) 0.9s: 181 (0.020%) --- 0s: 918225 (99.919%) 1s: 652 (0.071%) 2s: 72 (0.008%) 3s: 4 (0.000%) 4s: 1 (0.000%) 5s: 2 (0.000%) 8s: 1 (0.000%) 32s: 1 (0.000%)
- 54. Svarstider för beräkningar -------------------------- 0.00s: 657046 (71.498%) 0.01s: 48629 (5.292%) 0.02s: 20615 (2.243%) 0.03s: 25596 (2.785%) 0.04s: 20940 (2.279%) 0.05s: 4842 (0.527%) 0.06s: 8245 (0.897%) 0.07s: 11930 (1.298%) 0.08s: 5899 (0.642%) 0.09s: 4966 (0.540%) --- 0.0s: 808708 (88.002%) 0.1s: 99959 (10.877%) 0.2s: 4214 (0.459%) 0.3s: 1656 (0.180%) 0.4s: 1212 (0.132%) 0.5s: 928 (0.101%) 0.6s: 679 (0.074%) 0.7s: 446 (0.049%) 0.8s: 242 (0.026%) 0.9s: 181 (0.020%) --- 0s: 918225 (99.919%) 1s: 652 (0.071%) 2s: 72 (0.008%) 3s: 4 (0.000%) 4s: 1 (0.000%) 5s: 2 (0.000%) 8s: 1 (0.000%) 32s: 1 (0.000%)