SESSIONS
Detection of Performance Anomaly using DESOM
Deep Embedded Self Organizing Map (DESOM), a hybrid Deep Neural Network based Autoencoder-Decoder...
Bringing AI Out of the Lab: Realizing Real-World Deployments of Deep Learning on Edge Devices, at Scale
As far as research is concerned, deep learning works seamlessly in the lab today. However,...
MythBusters® vs. Queuing Theory – Reality trumps Theory
This presentation will examine one of the myths busted by MythBusters®. The myth had to do with...
Visibility into Loggers, Tracers, and other Low Level Services
With the growing popularity of logging and distributed tracing for observability into our systems, attention needs to be paid to the overhead and impact of the logging and the tracing itself. In this session, we make the case for attention to logging, tracing, and other low-level services. We also discuss reasons why these low-level services […]
The Past, Present, and Future of Performance Engineering
The way we develop and operate software is changing – and performance engineering should change too to remain relevant. It is not happening the first time in history – performance engineering has a long history that can be traced at least to 1960s – and we will discuss what changes we had in the past, […]
Automated Data Visualization
As a user, we are very confined to watching different data in tables, charts, and graphs format. But the right visualizations can and should help you enabling you to analyze even larger data sets. While moving from antiquated excel sheets is a step in the right direction, determining the right visualization for your data can […]
Finding the Right Use Cases for AI
AI is more of an art than just a technology. Finding the right use cases is key and design thinking is crucial to determine what your customers need. We will walk through how to identify customer- focused use cases and the importance of stakeholder management to bring the product vision to life. Speaker: Kanwar […]
A guide to event-driven SRE-inspired DevOps: The end of your monolithic release process
While software architects have broken their monoliths into event-driven service architectures, many DevOps architects are still building monolithic inspired release pipelines. This results in complex pipeline code, tight integration of process and tools, lengthy diagnostics sessions to fix broken pipelines and puts strains on the underlying resources that build, deploy, test and validate. In this […]
Capacity Planning for Edge and Cloud Computing
With more data and processing occurring outside the data center, edge computing must now be part of the overall capacity management discipline. ITIL V3 added physical data center power, space, and cooling to capacity management. ITIL V4 added Dev/Sec/Ops and containers to capacity planning. This session discusses how edge computing complements cloud computing in being […]
Managing Application SLAS using Traces and Metrics
Observability is most often accomplished with open source technologies to handle logs, metrics,...
New Millennial in Mainframe
During this session, our presenter will talk about his own journey as a young person graduating...
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