The InfoQ Podcast

In the podcast, Srini Penchikala spokes to Dr. Francesca Lazzeri on Machine Learning for Time Series Forecasting as the main topic which included automated machine learning and deep learning for time series data forecasting as well as other emerging trends in Machine Learning Development and Operations areas including Data Science Lifecycle. Dr. Francesca Lazzeri currently works as Principal Cloud Advocate Manager at Microsoft. She is an experienced scientist and a machine learning practitioner with over 12 years of both academic and industry experience. She is the author of a number of publications, including technology journals, conferences, and books. Read a transcript of this interview: https://bit.ly/38x1V8N Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - September 21, 2021 - October 19, 2021 QCon Plus online conference: https://plus.qconferences.com/ - November 1-12, 2021 Follow InfoQ: - Twitter: https://twitter.com/infoq - LinkedIn: https://www.linkedin.com/company/infoq/ - Facebook: https://www.facebook.com/InfoQdotcom/ - Instagram: @infoqdotcom - Youtube: https://www.youtube.com/infoq

In this podcast Alexander Matyushentsev, principle software engineer at Intuit and core engineer on the Argo CD and Argo Rollouts projects, sat down with InfoQ podcast host Daniel Bryant and discussed the Argo projects, continuous delivery with Kubernetes, and how platform teams can help developers embrace modern release techniques and related technologies. Read a transcript of this interview: https://bit.ly/3zyKP6o Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - September 21, 2021 - October 19, 2021 QCon Plus online conference: https://plus.qconferences.com/ - November 1-12, 2021 Follow InfoQ: - Twitter: https://twitter.com/infoq - LinkedIn: https://www.linkedin.com/company/infoq/ - Facebook: https://www.facebook.com/InfoQdotcom/ - Instagram: @infoqdotcom - Youtube: https://www.youtube.com/infoq

In this episode of the InfoQ podcast Charles Humble talks to Lucas Cavalcanti, a Principal Engineer at Nubank, which is the leading FinTech in Latin America and has become the most valuable digital bank in the world. They discuss Nubank’s early architectural choices including starting with Clojure and microservices, the challenges of using public cloud for financial services in Brazil, Nubank’s desire for immutable architecture and use of Alistair Cockburn's Hexagonal Architecture, and lessons learnt as the startup scaled. Read a transcript of this interview: https://bit.ly/3m6wXMQ Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - September 21, 2021 - October 19, 2021 QCon Plus online conference: https://plus.qconferences.com/ - November 1-12, 2021 Follow InfoQ: - Twitter: https://twitter.com/infoq - LinkedIn: https://www.linkedin.com/company/infoq/ - Facebook: https://www.facebook.com/InfoQdotcom/ - Instagram: @infoqdotcom - Youtube: https://www.youtube.com/infoq

An overview of how the InfoQ editorial team sees the AI, ML, and Data Engineering topic evolving in 2021. Topics discussed are deep learning, edge deployment of machine learning algorithms, commercial robot platforms, GPU and CUDA programming, natural language processing and GPT-3, MLOps, and AutoML. Read a transcript of this interview: https://bit.ly/3xF0MGJ Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - August 17, 2021 - September 21, 2021 - October 19, 2021 QCon Plus online conference: https://plus.qconferences.com/ - November 1-12, 2021 Follow InfoQ: - Twitter: https://twitter.com/infoq - LinkedIn: https://www.linkedin.com/company/infoq/ - Facebook: https://www.facebook.com/InfoQdotcom/ - Instagram: @infoqdotcom - Youtube: https://www.youtube.com/infoq

This episode is a panel discussion from the microservices track QCon Plus, held in May 2021. Track host Nicki Watt asks "What have we learned over the last decade of microservices." The panelists included Chris Richardson, James Lewis, and Katie Gamanji. The discussion started with looking at how the meaning of "microservices architecture" has evolved over the past ten years. There were some great insights about how successfully developing, deploying, and maintaining software depends as much or more on cultural and environmental factors, than simply adopting microservices and all the tools and technology that now exist. Read a transcript of this interview: https://bit.ly/3rOTrD7 Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: https://www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - August 17, 2021 - September 21, 2021 - October 19, 2021 QCon Plus online conference: https://plus.qconferences.com/ - November 1-12, 2021 Follow InfoQ: - Twitter: https://twitter.com/infoq - LinkedIn: https://www.linkedin.com/company/infoq/ - Facebook: https://www.facebook.com/InfoQdotcom/ - Instagram: @infoqdotcom - Youtube: https://www.youtube.com/infoq

In this episode of the InfoQ podcast Charles Humble talks to Michael Perry about his book “The Art of Immutable Architecture”. They discuss topics including the eight fallacies of distributed computing: a set of assertions made by L Peter Deutsch and others at Sun Microsystems describing false assumptions that programmers new to distributed applications invariably make. Other topics include Pat Helland’s paper “Immutability Changes Everything”, Eric Brewer's CAP Theorem, eventual consistency, location independent identity, and CRDTs. They also discuss how the approach to building distributed systems advocated by Perry could be introduced to a real-world enterprise app that needs to integrate with mutable downstream systems. Read a transcript of this interview: https://bit.ly/3wWMNvp Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - events.infoq.com/ InfoQ Live: https://live.infoq.com/ - August 17, 2021 - September 21, 2021 - October 19, 2021 QCon Plus: https://plus.qconferences.com/ - November 1-5, 2021 Follow InfoQ: - Twitter: twitter.com/InfoQ - LinkedIn: www.linkedin.com/company/infoq - Facebook: bit.ly/2jmlyG8 - Instagram: @infoqdotcom - Youtube: www.youtube.com/infoq

On this episode of the podcast, Fran Mendez, founder of the AsyncAPI Initiative spoke with co-host Thomas Betts. AsyncAPI is a specification and growing set of tools to help developers define asynchronous APIs, and build and maintain event-driven architectures. AsyncAPI hopes to provide features and benefits to those of OpenAPI (fka Swagger) for RESTful APIs. The specification and all tooling are community-driven and fully open source. Read a transcript of this interview: https://bit.ly/36ALVSg Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - events.infoq.com/ InfoQ Live: live.infoq.com/ - July 20, 2021 - August 17, 2021 Follow InfoQ: - Twitter: twitter.com/InfoQ - LinkedIn: www.linkedin.com/company/infoq - Facebook: bit.ly/2jmlyG8 - Instagram: @infoqdotcom - Youtube: www.youtube.com/infoq

Observability is a crucial aspect of operating Microservices at scale today. Today on the InfoQ podcast, Wes Reisz speaks with Chronosphere’s CEO Martin Mao about how he thinks about observability. Specifically, the two discuss Chronosphere’s strategy for implementing a successful observability program. Starting with alerting, Martin discusses how metrics (usually things like RED metrics or Google’s Four Golden Signals) are tools to aggregate counts and let operators know when things are moving towards an incident. In stage two of this approach, operators begin to isolate and triage what’s happening in an effort to provide a quick system restoration. Finally, Martin talks about root cause analysis (RCA) in the final stage as a way of preventing what happened from happening again. Martin uses this three stage approach (and the questions that should be asked in each of these stages) as a way of focusing on what’s important (or reducing things like Mean Time to Recovery) in a modern cloud native architecture. Observability is the ability to understand the state of a system by observing its outputs, on today’s podcast we talk about a strategy for implementing a meaning observability program. Read a transcript of this interview: https://bit.ly/3AZYpkD Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - events.infoq.com/ InfoQ Live: live.infoq.com/ - July 20, 2021 - August 17, 2021 Follow InfoQ: - Twitter: twitter.com/InfoQ - LinkedIn: www.linkedin.com/company/infoq - Facebook: bit.ly/2jmlyG8 - Instagram: @infoqdotcom - Youtube: www.youtube.com/infoq

In this episode of the InfoQ Podcast, Thomas Betts speaks with Chris Richardson about minimizing design-time coupling in a microservice architecture. Chris begins by defining design-time coupling, and contrasts it with runtime coupling. We then discuss some of the problems that arise from design-time coupling, anti-patterns and symptoms that are warning signs of high coupling, and the trade-offs that architects need to consider in their designs. Read a transcript of this interview: https://bit.ly/2SA4oLD Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - events.infoq.com/ InfoQ Live: live.infoq.com/ - June 22, 2021 - July 20, 2021 - August 17, 2021 Follow InfoQ: - Twitter: twitter.com/InfoQ - LinkedIn: www.linkedin.com/company/infoq - Facebook: bit.ly/2jmlyG8 - Instagram: @infoqdotcom - Youtube: www.youtube.com/infoq

In this podcast, John DesJardin, Chief Technology Officer at Hazelcast, met with InfoQ podcast co-host Thomas Betts to discuss the idea of continuous intelligence. This is a paradigm shift from traditional business intelligence, and relies on a corresponding move from batch-based ETL and reporting to continuous processing of streaming data. Although the languages being used, such as Python and SQL, will be familiar, developers must pay special attention to the characteristics of time-series data, especially in near-real-time scenarios. We cover the current state of the tools and technologies in use, why companies are adopting continuous intelligence to remain competitive, and we even get a bit into what the future of data processing and analysis will look like. Read a transcript of this interview: https://bit.ly/3iDmQ0i Subscribe to our newsletters: - The InfoQ weekly newsletter: bit.ly/24x3IVq - The Software Architects’ Newsletter [monthly]: www.infoq.com/software-architects-newsletter/ Upcoming Virtual Events - https://events.infoq.com/ InfoQ Live: https://live.infoq.com/ - June 22, 2021 - July 20, 2021 - August 17, 2021 Follow InfoQ: - Twitter: twitter.com/InfoQ - LinkedIn: www.linkedin.com/company/infoq - Facebook: bit.ly/2jmlyG8 - Instagram: @infoqdotcom - Youtube: www.youtube.com/infoq