#9 DoK community: Geospatial Sensor Networks and Partitioning Data // Alex Miłowski

#9 DoK community: Geospatial Sensor Networks and Partitioning Data // Alex Miłowski

For our 9th installation of the Dokc data on k8s meetup, we will be talking with Alex Milowski from Redis Labs.

// Key takeaways:
How are data collection and consumption workloads fundamentally different?
What are the main challenges for sensor networks? How are those challenges address within the context of K8s?

// Abstract:
We use resources like weather reports or air quality measurements to navigate the world. These resources become especially important when faced by extreme events like the current wildfires in the Western USA. The data for the reports, predictions, and maps all start as realtime sensor networks.

In this talk, Alex will present some of his research into scientific data representation on the Web and how the key mechanism is the partitioning, annotation, and naming of data representations. We’ll take a look at a few examples, including some recent work on air quality data relating to the current wildfires in the western USA. We’ll explore the central question of how geospatial sensor network data can be collected and consumed within K8s deployments.


// Alex Bio
Dr. Milowski is a researcher, developer, entrepreneur, mathematician, and computer scientist. He has been involved in the development of Web and Semantics technologies since the early 1990's, primarily focusing on data representation, algorithms, and processing data at scale; also, an experienced developer skilled in a variety of functional and imperative languages.

He received his PhD in Informatics (Computer Science) from the renowned University of Edinburgh School of Informatics (Scotland) on large-scale computation over scientific data on the Web in 2014.

Various experience in scientific computing - geospatial and genome data pipelines - and big data platforms.

Recently, he has been working in telecommunications on various mobile financial applications and researching how to improve the productivity of machine learning systems and data scientists by utilizing Kubernetes as a platform. He has experience teaching, mentoring, and developing within various data science/ML domains including topics such as cloud computing, Kubernetes, Spark, Hadoop, text processing/NLP, deep learning, data acquisition, and a whole lot of Python.

▬▬▬▬▬▬ Connect with us 👋 ▬▬▬▬▬▬

Join our slack:
https://join.slack.com/t/dokcommunity/shared_invite/zt-g3ui5r0g-jDKz5dhh2W1ayElqwKYYAg
Follow us on Twitter: @dokcommunity

Connect with Demetrios on LinkedIn:
https://www.linkedin.com/in/dpbrinkm/

Connect with Alex on Linkedin:
https://www.linkedin.com/in/alexmilowski/

▬▬▬▬▬▬ Supporters of the DoKc ▬▬▬▬▬▬

This meetup is sponsored by MayaData, which helped start the DOK.community and remains an active supporter. MayaData sponsors two Cloud Native Computing Foundation (CNCF) projects, OpenEBS (http://www.openEBS.io) - the leading open-source container attached storage solution - and Litmus (https://litmuschaos.io/) - the leading Kubernetes native chaos engineering project, which was recently donated to the CNCF as a Sandbox project. As of August 2020, MayaData is the fifth-largest contributor to CNCF projects. Well-known users of MayaData software include the CNCF itself, Bloomberg, Comcast, Arista, Orange, Intuit, and others. Check out more info at https://mayadata.io/

Jaksot(243)

DoK Talks #155 - Databases at the edge with K3s and ARM devices // Sergio Méndez

DoK Talks #155 - Databases at the edge with K3s and ARM devices // Sergio Méndez

https://go.dok.community/slack https://dok.community/ https://youtu.be/KjiK6eXYO34 ABSTRACT OF THE TALK In this talk Sergio is going to present different ways to store data at the edge using diff...

29 Marras 202249min

DoK Talks #154 - StatefulSets in K8 // Srinivas Karnati

DoK Talks #154 - StatefulSets in K8 // Srinivas Karnati

https://go.dok.community/slack https://dok.community/ Link: https://youtu.be/n_thXwyJNSU ABSTRACT OF THE TALK Deploying Stateless applications is easy but this is not the case for Stateful applica...

23 Marras 202231min

Data-driven Diversity, Equity, and Inclusion // Lisa-Marie Namphy, Melissa Logan, Tiffany Jachja, Audra Montenegro & Cortney Nickerson (DoK Day North America 2022)

Data-driven Diversity, Equity, and Inclusion // Lisa-Marie Namphy, Melissa Logan, Tiffany Jachja, Audra Montenegro & Cortney Nickerson (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY)

2 Marras 202219min

 Formula 1 telemetry processing using Apache Kafka on Kubernetes // Paolo Patierno (DoK Day North America 2022)

Formula 1 telemetry processing using Apache Kafka on Kubernetes // Paolo Patierno (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Video - https://youtu.be/4cPVRWOK-_E ABSTRACT Apache Kafka is the de facto data streaming platform used for ingesting vast amounts...

2 Marras 202215min

Choosing Kubernetes for Stateful Applications // Akshay Ram & Peter Schuurman (DoK Day North America 2022)

Choosing Kubernetes for Stateful Applications // Akshay Ram & Peter Schuurman (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Video - https://youtu.be/Y4tdy9lctEI ABSTRACT Learn how customers are increasingly deploying stateful applications on Kubernetes t...

2 Marras 202218min

Kubernetes 360º - Data driven observability - from Secrets to logs // Ben Hirschberg (DoK Day North America 2022)

Kubernetes 360º - Data driven observability - from Secrets to logs // Ben Hirschberg (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Video - https://youtu.be/A1ch4AhKoeQ ABSTRACT If there’s one thing that everyone can agree on - it’s that the sheer scale and comple...

2 Marras 202217min

Shifting Left Stateful Applications In Kubernetes // Viktor Farcic (DoK Day North America 2022)

Shifting Left Stateful Applications In Kubernetes // Viktor Farcic (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) Video - https://youtu.be/LymPjH6HA3E ABSTRACT Stateless apps are easy to manage. More often than not, a Kubernetes Deployment, with ...

2 Marras 202215min

Medical - Healthcare Data on Kubernetes // Olyvia Rakshit & Prasad Dorbala (DoK Day North America 2022)

Medical - Healthcare Data on Kubernetes // Olyvia Rakshit & Prasad Dorbala (DoK Day North America 2022)

From the DoK Day North America 2022 (https://youtu.be/YWTa-DiVljY) ABSTRACT Healthcare organizations are transforming their applications and embracing digital platforms for efficient patient care....

2 Marras 202213min