Predictive Analytics: Putting AI to work improving application performance
Available On Demand
- 37 minutes
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Every digital interaction is an opportunity to delight or disappoint your customers. But when teams rely on reactive approaches to manage performance, they’re already a step behind. While modern applications are distributed and microservices based, enterprises still have to support and maintain legacy applications that are monolithic and rigid. The variety of applications and application infrastructures complicates all aspects of observability, visibility and monitoring. Relying solely on dashboards and alerts based on thresholds will often tell you about outages as they occur, even if early indicators are present that could foretell an outage.
Artificial intelligence and predictive analytics are changing the application performance game by enabling organizations to anticipate issues, optimize experiences, and correct issues before customers are impacted which drives better outcomes for your business.
In this fireside chat, the speakers will explore
- How different types of data such as metrics, events, logs and traces can be used and combined in modern observability stacks
- And discover how predictive analytics helps you maintain performance and uptime
- How to move from reactive firefighting to proactive optimization
- How predictive analytics is transforming customer experience
Speakers:
Mike Fratto
Senior Analyst, 451 Research
Mike Fratto is a senior analyst on 451 Research’s Applied Infrastructure and DevOps team covering enterprise networking. He has extensive experience reviewing and writing about enterprise remote access, security and network infrastructure products, as well as consulting with enterprise IT, equipment and software vendors, and service providers.
Prior to joining 451 Research, he was with GlobalData as Research Director with the Global IT Technology & Software team covering the enterprise networking and datacenter technology markets. Mike was with TechWeb for more than 15 years, most recently as Editor of Network Computing. He was Lead Analyst with InformationWeek Analytics, Senior Technology Editor with Network Computing and Executive Editor for Secure Enterprise. He has spoken at several conferences including Interop, SD-WAN Summit, MPLS + SDN + NFV World Congress and SDN NFV World Congress, as well as to local groups, and he served as the chair for Interop’s Datacenter and Storage tracks. Prior to Network Computing, Mike was an independent consultant
Mike teaches a graduate course in network security for Syracuse University’s Information Science and Technology program. The course presents a technical and theoretical overview of network security strategies and technologies and how network security can fit into an organization’s overall IT architecture
Kayla Bondy
Lead Product Marketing Manager, Dynatrace
Kayla is a Lead Product Marketing Manager at Dynatrace, responsible for driving go-to-market strategy across application observability, distributed tracing, and OpenTelemetry. With over eight years of experience in both technical and marketing roles, she brings a unique blend of expertise and enthusiasm to translating technical concepts into clear, impactful messaging. Kayla is passionate about making complex ideas accessible and actionable for diverse audiences.