In this episode of the ARCHITECHT Show, Ihab Tarazi -- CTO of cloud computing startup Packet, and former CTO of Equinix -- discusses architectures and applications for edge computing. Among other things, he explains why it makes sense to build compute infrastructure at the city level, or even business level inside plants, malls or arenas (it's about data volume as well as latency). And, of course, Tarazi tackles the upcoming 5G rollout and how compute and network providers will need to work together to marry their innovations in a useful manner.

In this episode of the ARCHITECHT Show, Capital One vice president of cloud strategy Bernard Golden and AVOA strategic adviser Tim Crawford discuss the current state of cloud computing and the trends driving companies to -- and away from -- the public cloud. Golden suggests cloud adoption today is, to use a baseball analogy, in the second inning, with many changes still to come. Among the topics they cover as part of this debate are edge computing, private cloud, Kubernetes and the opportunities for large cloud providers to expand their presence. This episode is sponsored by Capital One.

In this episode of the ARCHITECHT Show, Trifacta co-founder, UC-Berkeley professor and overall database guru Joe Hellerstein talks about the state of enterprise data -- from wrangling it to analyzing it. Hellerstein hits on a number of topics, including his work with Trifacta and the ongoing data-prep issues that inspired it; why the world keeps getting new types of databases; and how cloud computing is reshaping database architecture and adoption. Hellerstein also explores open source software and why Trifacta made the decisions it made around commercializing the Data Wrangler project.

In this episode of the ARCHITECHT Show, Cockroach Labs co-founder and CEO Spencer Kimball talks all about CockroachDB, his company's open source take on the Google Spanner database, and the experience of building an enterprise software company in today's IT landscape. Among other things, Kimball discusses how SQL keeps evolving to meet changing needs (such as geographically distributed transactions); taking advantage of Kubernetes, containers and cloud-native; figuring out the right open source license; and whether the company's name scares people away.

In this episode of the ARCHITECHT Show, Rubikloud CTO Waleed Ayoub tackles a wide range of artificial intelligence issues, including how his company uses the technology to help retailers make their operations more efficient. Ayoub also discusses choosing reliable and scalable machine learning techniques over sexy ones; working with customers' legacy data systems; how Rubikloud uses the cloud to scale and standardize its engagements; and how Canada, where the company is based, can become the epicenter of AI.

In this episode of the ARCHITECHT Show, Oren Teich, Google's director of product management for serverless, discusses how we evolved to a world of functions-as-a-service and how developers should think about using this new capability. Teich, who was previously COO at Heroku and whose product responsibilities include Google App Engine, also talks about the recent history of abstractions -- from IaaS to PaaS to containers -- including mistakes that were made, and why they're all still important tools.

In this episode of the ARCHITECHT Show -- recorded live at the Capital One campus in Richmond, Va. -- Tim Hwang, director of the Ethics and Governance of AI Initiative, discusses a broad range of topics related to building ethical artificial intelligence systems. Issues range from avoiding algorithmic bias and doing smart data collection to specific concerns for areas such as banking, criminal law and consumer applications. Hwang's project is a collaboration between Harvard's Berkman-Klein Center and the MIT Media Lab, and Hwang himself previously led public policy for AI and machine learning at Google.  This episode of the ARCHITECHT Show is brought to you by Capital One.

In this episode of the ARCHITECHT Show, Cloudflare CEO Matthew Prince and Backblaze CEO Gleb Budman explainn the Bandwidth Alliance -- a Cloudflare-led initiative to slash the cost of moving data from one cloud service to another. The duo discuss the downfalls of so-called data egress fees, and how eliminating or drastically reducing them between mutual Cloudflare and Bandwidth Alliance members can help users take advantage of all the cloud has to offer. Of particular note are the smaller players that benefit, such as Backblaze, Packet and DigitalOcean, but also the involvement of Microsoft Azure and Google Cloud.

In this episode of the ARCHITECHT Show, Amplify Partners' Sunil Dhaliwal discusses a wide range of issues, starting with his firm's new $200 million fund focused on investing in technical founders. In addition to highlighting the opportunities and risks of that strategy, Dhaliwal also tackles a wide range of issues, including: the state of the database market; identifying good artificial intelligence startups; how big data became went from ideas to infrastructure; and the ongoing evolution of open source business models.

In this episode of the ARCHITECHT Show, Heptio co-founder and CTO Joe Beda discusses a litany of cloud-native topics, including his roles helping to create Kubernetes and Compute Engine while at Google. Aside from going in depth on those two projects, Beda also shares his thoughts on where the container space is headed; the role of serverless computing; the still-tricky art of doing open source right; and straddling the lines between developers, operators and executives when it comes to building, marketing and selling enterprise software.