2025 Session

Objective: The goal of this hackathon is to identify change points and/or anomalies within a provided time-stamped dataset. This analysis will reveal distinct phases and… Read More »Detect the Unexpected – Anomaly Detection Hackathon

Imagine harnessing technology to make informed choices about the products you use daily, from cosmetics to food and wellness items. The task of scrutinizing labels,… Read More »Beyond the Label: AI (Artificial Intelligence) Techniques for Healthier Product Choices

Presentation will be about Enterprise Datacenter, how to architect a datacenter, best practices, how to build the datacenter using Devops and finally how to integrate… Read More »From Blueprint to Operations: Enterprise Datacenter Architecture with Security, DevOps and Observability

In this session we’ll take a look at the origin of how business critical applications communicated witheach other to successfully satisfy their objectives. We will… Read More »APIs and Integration Using Open Source Monitoring Tools

In this presentation, we will examine the evolving landscape of observability costs as organizations transition from on-premises to cloud environments. The complexity of cloud-native systems… Read More »Beyond the Bill: Mastering Observability Costs, Separating Fact from Fiction

Various ideas in resource usage resolution and performance reporting and tracking methods applied to large and multiple performance testing scenarios. Video will be available on… Read More »On the Statistical Analysis of Computer Performance Test Data

An often overlooked aspect of digital transformations, AI initiatives, cloud enablement, product release and even cybersecurity, equipping people with the skills they need to perform… Read More »Contextualizing training and enablement through hands-on experiences

Escalating cloud costs and unpredictable performance are major challenges for organizations, particularly when deploying Generative AI (GenAI) applications in hybrid multi-cloud environments—a market projected to… Read More »Cost optimization and performance control for Hybrid Multi-Cloud AI world

This session will address the complexities of managing relational databases in the cloud era. Focusing on the challenges brought by microservices and multi-tenant architectures, he… Read More »Cloud Databases Are BROKEN – Let’s FIX.

Throughput is a common metric in performance tests, particularly for capacity planning. Traditionally, systems are tested until failure, using the maximum throughput achieved as the… Read More »Exploring the Operational Envelope for Performance Testing and Capacity Planning

The resource-constrained nature of edge devices poses unique challenges in meeting strict performance requirements. However, performance benchmarks for deployed models are often run manually and… Read More »Accelerating Model Optimization on the Edge Through Automated Performance Benchmarking and End-to-End Profiling

Scalability and performance are paramount for modern applications. This talk will explore the journey of transforming monolithic architectures into microservices using big data technologies or… Read More »From Monoliths to Microservices: Driving Scalable and Performant Applications in the Cloud

This session will formally introduce the concept of DevPerfOps to the performance engineering community. DevPerfOps is a significant step toward integrating performance considerations seamlessly into… Read More »Beyond DevOps: Why Performance Must Be at the Core

Attendees will gain insights into the foundational principles of data embeddings, their evolution, and how these powerful tools are transforming various aspects of language, image… Read More »The Unusual Effectiveness of Embeddings

As artificial intelligence systems become more embedded in critical decision-making processes, ensuring that these systems operate ethically is becoming increasingly complex. This session will explore… Read More »The Ethics of AI: Navigating Bias, Accountability, and Transparency