Cloud Management

Monday, February 7, 2022

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PRO WORKSHOP: Serverless Deep Neural Network(DNN) with Azure Functions and ML.Net
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Praveen Raghuvanshi
Praveen Raghuvanshi
Harman International, Cloud Architect

How does a machine classify different species of animals just by looking at an image? Computer Vision is the branch of Machine learning that does the magic and deep learning helps in achieving it. In this session, I will cover an introduction to Computer Vision, Deep Neural Networks and show how to build a serverless image classification application using Microsoft Azure Functions and ML.Net framework. The implementation will be in C# language. 

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PRO WORKSHOP: Monitoring Microservices The Right Way
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Dotan Horovits
Dotan Horovits
Logz.io, Technology Evangelist

Modern systems today are far more complex to monitor.
Microservices combined with containerized deployment results in highly dynamic systems with many moving parts across multiple layers.
These systems emit massive amounts of highly dimensional telemetry data from hardware and the operating system, through Docker and Kubernetes, all the way to application and its databases, web proxies and other frameworks.

Many have come to realize that the commonly prescribed Graphite+StatsD monitoring stack is no longer sufficient to cover their backs.
New requirements need to be considered when choosing a monitoring solution for the job, including scalability, query flexibility and metrics collection.

In this talk Horovits will look at the characteristics of modern systems and what to look for in a good monitoring system. He will also discuss the common open source tools, from the days of Graphite and StatsD to the currently dominant Prometheus.
This talk will put you on the right track for choosing the right monitoring solution for your needs. 

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PRO WORKSHOP: FLiP Stack for Cloud Data Lakes
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Timothy Spann
Timothy Spann
StreamNative, Developer Advocate

Utilizing an all Apache stack for Rapid Data Lake Population and querying utilizing Apache Flink, Apache Pulsar and Apache NiFi. We can quickly stream data to and from any datalake, data lake house, lakehouse, database or any datamart regardless of cloud or size. FLiP allows for Java and Python developers to build scalable solutions that span messaging and streaming in cloud native fashion with full monitoring.

Tuesday, February 8, 2022

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PRO TALK (CloudWorld): Accelerate Application Performance with a Database Proxies
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Erik Brandsberg
Erik Brandsberg
Heimdall Data, CTO

In this session, we will discuss how developers, DBA's, and Architects deploy database proxies to better manage SQL connections for Microservice architecture, buy avoiding unnecessary latency. We review various proxies (open source and proprietary) in the market and discuss key features that accelerate SQL scale without code changes. A live demo will be included. 

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PRO TALK (CloudWorld): Cloud Anatomy 101: Breaking down Cloud-native
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Grace Jansen
Grace Jansen
IBM, Developer Advocate

Getting to grips with cloud-native is as vital to your application evolution as breathing is to the body. However, with this term encompassing so many technologies, products and architectural styles, how do you decide which will be best for your own application? Diving into the anatomy and evolution of the human body can give us great insights into the journey you’ll need to make for your own application evolution. Join this session to find out why and discover what is critical for a healthy cloud-native system. 

Wednesday, February 9, 2022