Microservices Practitioner Summit Jan '15 - Maximizing Developer Productivity in a Microservices Environment - Thomas Petr, Hubspot

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Tom Petr, Hubspot HubSpot is an all-in-one sales and marketing platform made up of over 350 RESTful APIs deployed hundreds of times a day. This session will discuss the decisions and tradeoffs we've made in our quest to maximize developer productivity in a fast moving environment. Full video here: http://www.microservices.com/tom-petr-maximizing-developer-productivity-microservices-environment

MAXIMIZING
Developer Productivity
in a
Microservices Environment
Tom Petr // @tpetr

Over 100 engineers
Over 1,600 deployables
~300 daily deploys
From git push to Production
in about 10 minutes

Engineers own the end-to-end success
of their products.
They make most tech decisions;
they wear the pagers.
We don’t have an “ops” team.

PaaS is all about
empowering engineers.
Give them good tools
and a solid foundation so they
can focus on what they do best.

Microservices allow us
to scale and move fast.

Maps well to our teams.
Minimizes merge conﬂicts.
Compartmentalizes failures.

✨ Everyone works on their own thing! ✨

AWS
Java
HTTP + JSON

Reliable Message
Delivery

Make HTTP easy

Decouple code and
conﬁguration

@Inject
@Named(“my.config.value”)
private Value<String> myConfigValue;
myConfigValue.get();

Monitor everything!

Decouple build process
from build system

Decouple frontend
from backend

Automate deployments
and infrastructure

Before:
1. Develop locally
2. Provision QA hardware
3. Deploy via local Python script
4. Provision PROD hardware
5. Deploy via local Python script
…
6. Replace hardware at 4am

After:
1. Develop locally
2. Deploy to QA
3. Test
4. Deploy to PROD
5. 🎉

Worry about some
optimizations later

Invest in
onboarding early

Things will fall
through the cracks

0
100
200
300
400
Sept 2010 July 2011 May 2012 Mar 2013 Jan 2014 Nov 2014 Sept 2015
Unique Web APIs Active Developers

0
75
150
225
300
May 2012 Jan 2013 Sept 2013 May 2014 Jan 2015 Sept 2015
Average monthly commits per user

0
13
26
39
52
May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015
Users operating infrastructure

0
200
400
600
800
May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015
App Servers Mesos Slaves

You don’t have to build
this all from scratch!

Thanks!
github.com/HubSpot

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Immutable infrastructure with Docker and EC2

Immutable infrastructure with Docker and EC2

Immutable Infrastructure with Docker and EC2

Immutable Infrastructure with Docker and EC2

Immutable Infrastructure with Docker and EC2

What DevOps Isn't

What DevOps Isn't

What DevOps Isn't

Introduction to Puppet Enterprise

Introduction to Puppet Enterprise

Introduction to Puppet Enterprise

Overcoming Security Challenges in DevOps

Overcoming Security Challenges in DevOps

Overcoming Security Challenges in DevOps

Resin.io contribution to the AGILE-IoT project

Resin.io contribution to the AGILE-IoT project

Resin.io contribution to the AGILE-IoT project

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Beyond Horizon: Open Source Management On the Go for OpenStack and the Rest o...

Mais de Ambassador Labs

When you adopt microservices, containers, and cloud native development, the technologies and architectures may change, but the need for fast feedback doesn’t. Kubernetes enables us to deploy and run applications at scale, but whether you’re coding or testing applications, you want to be able to get work done quickly without spinning up all of your microservices locally and driving your laptop fans into high speed! Join me for a tour of coding, testing, and shipping microservices using remote-to-local “remocal” tools and techniques. You will: Understand the challenges with scaling container-based application development – i.e. you can only run so many microservices locally before minikube melts your laptop. Learn when to use various types of development practices and tooling based on your use case and requirements for production realism, speed, and practicality. Explore how to utilize containerized dependencies and Docker for testing, including for both apps and services you own and those you don’t. Learn how Telepresence can enable “remocal” development, expanding your local machine and Docker Desktop out into a remote Kubernetes cluster.

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Ambassador Labs

Ship Week 1: Intro to Continuous Delivery and GitOps When building cloud native applications, software developers are no longer just responsible for coding new features. In the next module of Summer of Kubernetes, our expert guides (with the help of some special guests) will cover how to safely and effectively ship software without disrupting end users. To do this you will: ✅ Understand the basics of continuous delivery and GitOps ✅ Learn about how K8s enables declarative CD (via the use of reconciliation loops)

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Ambassador Labs

At GOTO Amsterdam in 2019 I presented how to create an effective cloud native developer workflow. Two years later and many new developer technologies have come and gone, but I still hear daily from cloud developers about the pain and friction associated with building, debugging, and deploying to the cloud. In this talk I'll share my latest learning on how to bring the fun and productivity back into delivering Kubernetes-based software. In this talk, you will: - Learn why the core tenets of continuous delivery -- speed and safety -- must be considered in all parts of the cloud native SDLC - Explore how cloud native coding benefits from thinking separately about the inner development loop, continuous integration, continuous deployment, observability, and analysis - Understand how cloud native best practices and tooling fit together. Learn about artifact syncing (e.g. Skaffold), dev environment bridging (e.g. Telepresence), GitOps (e.g. Argo), and observability-focused monitoring (e.g. Prometheus, Jaeger) - Explore the importance of cultivating an effective cloud platform and associated team of experts - Walk away with an overview of tools that can help you develop and debug effectively when using Kubernetes

Cloud native development without the toil

Cloud native development without the toil

Cloud native development without the toil

Ambassador Labs

Many turn to static duplicate dev environments to shorten the dev loop and isolate code tests, but those bring about additional issues. The idea of safely sharing a dev environment and seeing your code changes in action immediately before sharing them probably seems impossible. Service Preview, powered by Telepresence and the Ambassador Edge Stack, is here to help! This capability enables you to preview changes immediately and test locally with your tool of choice, while sharing a development cluster. In this 45-minute webinar, Abhay Saxena will demonstrate using Service Preview to have a fast inner development loop while fixing a bug in a microservice, including stepping through the code in a debugger while other developers continue working unaffected.

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

Ambassador Labs

In this case-study talk, we will share Brent’s journey through the adoption of modern observability practices as he operated an architecture of distributed services. Facing difficulties using application logs as the primary tool to debug performance and reliability issues? Learn how to improve your company toolkit and engineering habits using existing monitoring tools with the addition of distributed tracing. https://confoo.ca/en/yul2020/session/from-grief-to-growth-the-7-stages-of-observability

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

Ambassador Labs

Google Cloud Run’s use of Knative introduced a portable Serverless solution built on top of Kubernetes. In this talk, we’ll recap the basic guidelines, use cases, and benefits of a Serverless architecture. Getting up and started, you will learn to take advantage of containers and the Ambassador API Gateway to serve event-driven application workloads and save costs using your existing Kubernetes resources. https://confoo.ca/en/yul2020/session/build-your-own-serverless-with-knative

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

Ambassador Labs

The introduction of microservices, Kubernetes, and cloud technology has provided many benefits for developers. However, the age-old problem of getting user traffic routed correctly to the API of your backend applications can still be an issue, and may be complicated with the adoption of cloud native approaches: applications are now composed of multiple (micro)services that are built and released by independent teams; the underlying infrastructure is dynamically changing; services support multiple protocols, from HTTP/JSON to WebSockets and gRPC, and more; and many API endpoints require custom configuration of cross-cutting concerns, such as authn/z, rate limiting, and retry policies. A cloud native API gateway is on the critical path of all requests, and also on the critical path for the workflow of any developer that is releasing functionality. Join this session to learn about the underlying technology and the required changes in engineering workflows. Key takeaways will include: A brief overview of the evolution of API gateways over the past ten years, and how the original problems being solved have shifted in relation to cloud native technologies and workflow Two important challenges when using an API gateway within Kubernetes: scaling the developer workflow; and supporting multiple architecture styles and protocols Strategies for exposing Kubernetes services and APIs at the edge of your system Insight into the (potential) future of cloud native API gateways https://qconlondon.com/london2020/presentation/future-cloud-native-api-gateways

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

Ambassador Labs

Before Kubernetes, the boundary between your users and your monolithic application was simple to manage. Now with Kubernetes, managing the edge has become dynamic and complex. More developers are involved, there are exponentially more edge operations, and each microservice has diverse requirements. To fully capitalize on the benefits of Kubernetes, you need to provide a solution that supports the autonomy of application developers, the various requirements of your microservices, and your ability to scale. You no longer need an API Gateway - you need a self-service, comprehensive edge stack. In this 40 minute webinar on January 30th, we will discuss and demo the new functionality available with the Ambassador Edge Stack. Edge Policy Console- graphical UI to visualize and manage all of your edge policies Security Features- automatic TLS setup via ACME integration, OAuth/OpenID Connect integration, rate limiting, and fine-grained access control Developer Onboarding- API catalog, Swagger/OpenAPI documentation support, and a fully customizable developer portal

What's New in the Ambassador Edge Stack 1.0?

What's New in the Ambassador Edge Stack 1.0?

What's New in the Ambassador Edge Stack 1.0?

Ambassador Labs

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Ambassador Labs

Ambassador: Building a Control Plane for Envoy

Ambassador: Building a Control Plane for Envoy

Ambassador: Building a Control Plane for Envoy

Ambassador Labs

Telepresence - Fast Development Workflows for Kubernetes

Telepresence - Fast Development Workflows for Kubernetes

Telepresence - Fast Development Workflows for Kubernetes

Ambassador Labs

One of the challenges facing Telepresence is growing the contributor community. It’s a complex application that requires a good understanding of OS networking, VPNs, Kubernetes, and everything in between. We’ll kick off this meeting with a general architectural overview of Telepresence. We’ll talk about how we’ve managed the project to date, and our investments to make it easier. We want to then turn it over for an interactive discussion with participants to see what we can do to make it easier to contribute and grow the Telepresence community.

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

Ambassador Labs

Every software development cycle is rife with inefficiency. Seasoned devs know the pain of getting access to essential remote systems, waiting for tests to run (and then fail), or debugging with only log files. This talk teaches you how to best leverage Kubernetes, remote infrastructure and related tooling to create a dev cycle that maximizes velocity and minimizes developer friction and frustration. Using tools such as Kubernetes, Docker and Telepresence, I will walk attendees through several advanced techniques that can be used to produce an effective developer experience and optimized dev loop. The goal of this is to eliminate many sources of frustrating inefficiency and reduce cycle time between releases. I will demonstrate how to incrementally adopt some of these techniques and how to approach introducing new and unfamiliar technology and techniques to skeptical dev teams.

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

Ambassador Labs

Modern cloud applications today are built as distributed microservices. These microservices talk to each other over L7 protocols: HTTP, gRPC, Redis, Kafka, and more. In this world, L7 proxies have assumed a crucial role in managing and observing L7 protocols. In this talk, I’ll discuss the evolution of service architectures, the role L7 proxies play in this world, and how there is now a battle raging between Envoy Proxy, HAProxy, and NGINX. I’ll wrap by talking about why we chose Envoy Proxy as the anchor of our Ambassador API Gateway and show how that has enabled a number of new capabilities.

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

Ambassador Labs

Getting traffic into a Kubernetes cluster should be simple, but it’s not. Richard Li explains how software architectures have evolved to take advantage of Kubernetes and discusses the implications that these changes have on ingress. Richard then covers some of the nuances of modern ingress, including authentication, resilience, and observability at the edge, explores how Kubernetes handles ingress today, with NodePorts, LoadBalancers, and ingress controllers, and shares his experience and lessons learned from using several real-world implementations of ingress on Kubernetes.

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

Ambassador Labs

Ambassador Kubernetes-Native API Gateway

Ambassador Kubernetes-Native API Gateway

Ambassador Kubernetes-Native API Gateway

Ambassador Labs

Micro xchg 2018 - What is a Service Mesh?

Micro xchg 2018 - What is a Service Mesh?

Micro xchg 2018 - What is a Service Mesh?

Ambassador Labs

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

Ambassador Labs

Webinar: Code Faster on Kubernetes

Webinar: Code Faster on Kubernetes

Webinar: Code Faster on Kubernetes

Ambassador Labs

Conventional wisdom is that microservices is an architecture that is the spiritual successor to service-oriented architecture. While true, this myopic view of microservices ignores some of the profound workflow shifts in today’s microservices organizations. The reality is that microservices is an architecture _and_ workflow. In this talk, we’ll introduce the workflow of service-oriented development. Rafael will talk about how the real goal of microservices is to break up a monolithic development workflow. We’ll show you how, by breaking up your workflow, you can build software that lets you move fast and make things.

QCon SF 2017 - Microservices: Service-Oriented Development

QCon SF 2017 - Microservices: Service-Oriented Development

QCon SF 2017 - Microservices: Service-Oriented Development

Ambassador Labs

Mais de Ambassador Labs (20)

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Building Microservice Systems Without Cooking Your Laptop: Going “Remocal” wi...

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Ambassador Developer Office Hours: Summer of Kubernetes Ship Week 1: Intro to...

Cloud native development without the toil

Cloud native development without the toil

Cloud native development without the toil

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

Webinar: Accelerate Your Inner Dev Loop for Kubernetes Services

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

[Confoo Montreal 2020] From Grief to Growth: The 7 Stages of Observability - ...

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

[Confoo Montreal 2020] Build Your Own Serverless with Knative - Alex Gervais

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

[QCon London 2020] The Future of Cloud Native API Gateways - Richard Li

What's New in the Ambassador Edge Stack 1.0?

What's New in the Ambassador Edge Stack 1.0?

What's New in the Ambassador Edge Stack 1.0?

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Webinar: Effective Management of APIs and the Edge when Adopting Kubernetes

Ambassador: Building a Control Plane for Envoy

Ambassador: Building a Control Plane for Envoy

Ambassador: Building a Control Plane for Envoy

Telepresence - Fast Development Workflows for Kubernetes

Telepresence - Fast Development Workflows for Kubernetes

Telepresence - Fast Development Workflows for Kubernetes

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

[KubeCon NA 2018] Telepresence Deep Dive Session - Rafael Schloming & Luke Sh...

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

[KubeCon NA 2018] Effective Kubernetes Develop: Turbocharge Your Dev Loop - P...

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

The rise of Layer 7, microservices, and the proxy war with Envoy, NGINX, and ...

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

The Simply Complex Task of Implementing Kubernetes Ingress - Velocity NYC

Ambassador Kubernetes-Native API Gateway

Ambassador Kubernetes-Native API Gateway

Ambassador Kubernetes-Native API Gateway

Micro xchg 2018 - What is a Service Mesh?

Micro xchg 2018 - What is a Service Mesh?

Micro xchg 2018 - What is a Service Mesh?

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

KubeCon NA 2017: Ambassador and Envoy (Envoy Salon)

Webinar: Code Faster on Kubernetes

Webinar: Code Faster on Kubernetes

Webinar: Code Faster on Kubernetes

QCon SF 2017 - Microservices: Service-Oriented Development

QCon SF 2017 - Microservices: Service-Oriented Development

QCon SF 2017 - Microservices: Service-Oriented Development

Último

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows. We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases. This video focuses on the deployment of external web forms using Jotform for Bonterra Impact Management. This solution can be customized to your organization’s needs and deployed to support the common use cases below: - Intake and consent - Assessments - Surveys - Applications - Program registration Interested in deploying web form automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Jeffrey Haguewood

Dubai, often portrayed as a shimmering oasis in the desert, faces its own set of challenges, including the occasional threat of flooding. Despite its reputation for opulence and modernity, the emirate is not immune to the forces of nature. In recent years, Dubai has experienced sporadic but significant floods, testing the resilience of its infrastructure and communities. Among the critical lifelines in this bustling metropolis is the Dubai International Airport, a bustling hub that connects the city to the world. This article explores the intersection of Dubai flood events and the resilience demonstrated by the Dubai International Airport in the face of such challenges.

Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...

Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...

Navigating the Deluge_ Dubai Floods and the Resilience of Dubai International...

Scaling API-first – The story of a global engineering organization Ian Reasor, Senior Computer Scientist - Adobe Radu Cotescu, Senior Computer Scientist - Adobe Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Passkeys: Developing APIs to enable passwordless authentication Cody Salas, Sr Developer Advocate | Solutions Architect - Yubico Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

rafiqahmad00786416

Retrieval augmented generation (RAG) is the most popular style of large language model application to emerge from 2023. The most basic style of RAG works by vectorizing your data and injecting it into a vector database like Milvus for retrieval to augment the text output generated by an LLM. This is just the beginning. One of the ways that we can extend RAG, and extend AI, is through multilingual use cases. Typical RAG is done in English using embedding models that are trained in English. In this talk, we’ll explore how RAG could work in languages other than English. We’ll explore French, Chinese, and Polish.

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Tracing the root cause of a performance issue requires a lot of patience, experience, and focus. It’s so hard that we sometimes attempt to guess by trying out tentative fixes, but that usually results in frustration, messy code, and a considerable waste of time and money. This talk explains how to correctly zoom in on a performance bottleneck using three levels of profiling: distributed tracing, metrics, and method profiling. After we learn to read the JVM profiler output as a flame graph, we explore a series of bottlenecks typical for backend systems, like connection/thread pool starvation, invisible aspects, blocking code, hot CPU methods, lock contention, and Virtual Thread pinning, and we learn to trace them even if they occur in library code you are not familiar with. Attend this talk and prepare for the performance issues that will eventually hit any successful system. About authorWith two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Finding Java's Hidden Performance Traps @ DevoxxUK 2024

Finding Java's Hidden Performance Traps @ DevoxxUK 2024

Finding Java's Hidden Performance Traps @ DevoxxUK 2024

The Good, the Bad and the Governed - Why is governance a dirty word? David O'Neill, Chief Operating Officer - APIContext Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

Vector Search -An Introduction in Oracle Database 23ai.pptx

Vector Search -An Introduction in Oracle Database 23ai.pptx

Vector Search -An Introduction in Oracle Database 23ai.pptx

Remote DBA Services

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

Following the popularity of “Cloud Revolution: Exploring the New Wave of Serverless Spatial Data,” we’re thrilled to announce this much-anticipated encore webinar. In this sequel, we’ll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you’re building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Angeliki Cooney has spent over twenty years at the forefront of the life sciences industry, working out of Wynantskill, NY. She is highly regarded for her dedication to advancing the development and accessibility of innovative treatments for chronic diseases, rare disorders, and cancer. Her professional journey has centered on strategic consulting for biopharmaceutical companies, facilitating digital transformation, enhancing omnichannel engagement, and refining strategic commercial practices. Angeliki's innovative contributions include pioneering several software-as-a-service (SaaS) products for the life sciences sector, earning her three patents. As the Senior Vice President of Life Sciences at Avenga, Angeliki orchestrated the firm's strategic entry into the U.S. market. Avenga, a renowned digital engineering and consulting firm, partners with significant entities in the pharmaceutical and biotechnology fields. Her leadership was instrumental in expanding Avenga's client base and establishing its presence in the competitive U.S. market.

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

Angeliki Cooney

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

Six Myths about Ontologies: The Basics of Formal Ontology

johnbeverley2021

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

Andrey Devyatkin

Three things you will take away from the session: • How to run an effective tenant-to-tenant migration • Best practices for before, during, and after migration • Tips for using migration as a springboard to prepare for Copilot in Microsoft 365 Main ideas: Migration Overview: The presentation covers the current reality of cross-tenant migrations, the triggers, phases, best practices, and benefits of a successful tenant migration Considerations: When considering a migration, it is important to consider the migration scope, performance, customization, flexibility, user-friendly interface, automation, monitoring, support, training, scalability, data integrity, data security, cost, and licensing structure Next Wave: The next wave of change includes the launch of Copilot, which requires businesses to be prepared for upcoming changes related to Copilot and the cloud, and to consolidate data and tighten governance ShareGate: ShareGate can help with pre-migration analysis, configurable migration tool, and automated, end-user driven collaborative governance

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff

Último (20)

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

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Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

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Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

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Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving

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ICT role in 21st century education and its challenges

ICT role in 21st century education and its challenges

Introduction to Multilingual Retrieval Augmented Generation (RAG)

Introduction to Multilingual Retrieval Augmented Generation (RAG)

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Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...

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Six Myths about Ontologies: The Basics of Formal Ontology

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Microservices Practitioner Summit Jan '15 - Maximizing Developer Productivity in a Microservices Environment - Thomas Petr, Hubspot

1. MAXIMIZING Developer Productivity in a Microservices Environment Tom Petr // @tpetr

2. Over 100 engineers Over 1,600 deployables ~300 daily deploys From git push to Production in about 10 minutes

3. Engineers own the end-to-end success of their products. They make most tech decisions; they wear the pagers. We don’t have an “ops” team.

4. PaaS is all about empowering engineers. Give them good tools and a solid foundation so they can focus on what they do best.

5. Microservices allow us to scale and move fast.

6. Maps well to our teams. Minimizes merge conﬂicts. Compartmentalizes failures.

7. ✨ Everyone works on their own thing! ✨

8. AWS Java HTTP + JSON

9. Reliable Message Delivery

10. Make HTTP easy

11. Decouple code and conﬁguration

12. @Inject @Named(“my.config.value”) private Value<String> myConfigValue; myConfigValue.get();

13. Monitor everything!

14.

15.

16. Decouple build process from build system

17. Decouple frontend from backend

18. Automate deployments and infrastructure

19. Before: 1. Develop locally 2. Provision QA hardware 3. Deploy via local Python script 4. Provision PROD hardware 5. Deploy via local Python script … 6. Replace hardware at 4am

20. After: 1. Develop locally 2. Deploy to QA 3. Test 4. Deploy to PROD 5. 🎉

21.

22.

23.

24.

25.

26. Worry about some optimizations later

27. Invest in onboarding early

28.

29. Things will fall through the cracks

30.

31. 0 100 200 300 400 Sept 2010 July 2011 May 2012 Mar 2013 Jan 2014 Nov 2014 Sept 2015 Unique Web APIs Active Developers

32. 0 75 150 225 300 May 2012 Jan 2013 Sept 2013 May 2014 Jan 2015 Sept 2015 Average monthly commits per user

33. 0 13 26 39 52 May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015 Users operating infrastructure

34. 0 200 400 600 800 May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015 App Servers Mesos Slaves

35. You don’t have to build this all from scratch!

36. Thanks! github.com/HubSpot