Tag: IEEE Computer Society
Episode 549: William Falcon on Optimizing Deep Learning Models
William Falcon of Lightning AI discusses how to use the Lightning platform to optimize deep learning models, noting that optimization is a necessary step towards creating a production application. Philip Winston spoke with Falcon about PyTorch, PyTorch Lightning, the Lightning platform, the needs of training vs. inferencing, scalability, machine learning operations, distributed training, the LightningModule, […]
Episode 548: Alex Hidalgo on Implementing Service-Level Objectives
Alex Hidalgo, principal reliability advocate at Nobl9 and author of Implementing Service Level Objectives, joins SE Radio’s Robert Blumen for a discussion of service-level objectives (SLOs) and error budgets. The conversation covers the meaning of a service level; service levels and product ownership; the pervasive nature of imperfection; and why trying to be perfect is […]
Episode 547: Nicholas Manson on Identity Management for Cloud Applications
Nicholas Manson, a SaaS Architect with more than 2 decades of experience building cloud applications, speaks with host Kanchan Shringi about identity and access management requirements for cloud applications. They begin by examining what a digital identity is and then consider the technologies and tools that support identity management in cloud applications. The discussion then […]
Episode 546: Dietrich Ayala on the InterPlanetary File System
In this episode, Dietrich Ayala of Protocol Labs speaks with host Nikhil Krishna about the InterPlanetary File System (IPFS), which is a protocol for distribution of data similar to HTTP. The major difference compared to HTTP is that IPFS uses content addressing to uniquely identify the data itself so that you can identify and access […]
Episode 545: John deVadoss on Design Philosophies that Drive .NET/Azure
In this episode, host Nikhil Krishna speaks with John deVadoss of NEO Global Development in Seattle about his previous work in the .NET Patterns and Practices and Azure teams at Microsoft. They dive into the software design philosophies that drove these large software development efforts, including the loose coupling approach that was adopted when building […]
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