BT

Ready for InfoQ 3.0? Try the new design and let us know what you think!

AI, ML & Data Engineering Follow 1117 Followers

AWS Marketplace Offers Machine Learning Algorithms and Model Packages

by Srini Penchikala Follow 41 Followers on  Dec 03, 2018

Amazon Web Services is offering machine learning algorithms and model packages on their AWS Marketplace. This was announced at AWS re:Invent Conference last week.

Cloud Follow 379 Followers

Microsoft Announces the General Availability of Azure Event Hubs for Apache Kafka

by Steef-Jan Wiggers Follow 10 Followers on  Nov 09, 2018

Recently, Microsoft announced the general availability of Azure Event Hubs for Apache Kafka. Customers will get the best of both worlds—the ecosystem and tools of Kafka, along with Azure’s security and global scale.

AI, ML & Data Engineering Follow 1117 Followers

Data Lakes and Modern Data Architecture in Clinical Research and Healthcare

by Srini Penchikala Follow 41 Followers on  Nov 08, 2018

Dr. Prakriteswar Santikary, chief data officer at ERT, spoke at Data Architecture Summit 2018 Conference last month about data lake architecture his team developed at their clinical research organization. He discussed the data platform deployed in the cloud to streamline data collection, aggregation and clinical reporting and analytics, using concepts like serverless computing and data services.

AI, ML & Data Engineering Follow 1117 Followers

Event Sourcing to the Cloud at HomeAway

by Srini Penchikala Follow 41 Followers on  Nov 05, 2018 3

Adam Haines, Data Architect at HomeAway, recently spoke at the Data Architecture Summit 2018 Conference about how his team leverages event sourcing cloud design pattern to accelerate the big data initiatives in their organization.

AI, ML & Data Engineering Follow 1117 Followers

Agile Data Modeling for NoSQL Databases

by Srini Penchikala Follow 41 Followers on  Oct 30, 2018

Pascal Desmarets recently spoke at Data Architecture Summit 2018 Conference about agile modeling and best practices for NoSQL databases.

AI, ML & Data Engineering Follow 1117 Followers

Concept and Object Modeling Notation for Data Modeling NoSQL Databases

by Srini Penchikala Follow 41 Followers on  Oct 22, 2018

Ted Hills hosted a workshop at the recent Data Architecture Summit 2018 Conference about data modeling for relational and NoSQL databases. He said that the NoSQL movement helped the database community realize two things. First, not every application needs ACID properties. Second, the tabular data organization is still a good choice for much data, although not for all datasets.

Architecture & Design Follow 2648 Followers

Business Processes, Long-Running Services and Microservices

by Jan Stenberg Follow 39 Followers on  Jun 28, 2018 2

During recent years domain events are increasingly being discussed, but we should be discussing commands just as much, Martin Schimak explained at the recent DDD eXchange 2018 conference, where he covered events, command and long-running services in a microservices world, and how process managers and similar tooling can help in running core business logic.

Cloud Follow 379 Followers

Microsoft Announces Support for CloudEvents through Its Azure Event Grid Service

by Steef-Jan Wiggers Follow 10 Followers on  Jun 15, 2018

Microsoft announced it would provide support for CloudEvents, a new open specification, and standard for consistently describing event data. This open standard was created by the Serverless Working Group of the Cloud Native Compute Foundation (CNCF), who partners with many cloud services and cloud providers.

Architecture & Design Follow 2648 Followers

Events Are Reshaping the Future of Distributed Systems: Jonas Bonér at QCon London

by Jan Stenberg Follow 39 Followers on  Mar 15, 2018

There are many reasons why you should care about events; they drive autonomy, increase stability, help you move faster and allow for time travel, Jonas Bonér noted in his presentation at QCon London 2018, where he explored how events are reshaping modern system.

Architecture & Design Follow 2648 Followers

Events Should Be a First-Class Tool for Developers

by Jan Stenberg Follow 39 Followers on  Jan 29, 2018

We should use events much more often in software systems, Randy Shoup declared in a recent blog post about how events should be first-class citizens in systems. He believes we often underestimate the value of events as a tool. One example is that they can help us decouple parts of a system so that we can reason about them independently.

Architecture & Design Follow 2648 Followers

Event Sourcing in an Unreliable World

by Jan Stenberg Follow 39 Followers on  Nov 30, 2017

Examples of event sourced systems are often from process-oriented domains, like e-commerce, with incoming commands that generate events. But there are domains without processes that are intrinsically unreliable where we are collecting events from external event sources with transports that are unreliable, Lorenzo Nicora explained at the recent Microservices Conference µCon London 2017.

Architecture & Design Follow 2648 Followers

Jonas Bonér on How Events Are Reshaping Modern Systems

by Srini Penchikala Follow 41 Followers on  Nov 14, 2017

Jonas Bonér talked about event driven services and how event driven architectures (EDA) and event stream processing (ESP) technologies are helping with designing the modern applications based on distributed systems. He spoke at the recent Reactive Summit 2017 Conference.

Architecture & Design Follow 2648 Followers

Vaughn Vernon Uses Reactive DDD to Model Uncertainty in Microservices

by Thomas Betts Follow 54 Followers on  Oct 09, 2017 6

Microservices and reactive systems bring with them uncertainty about messages arriving out of order, multiple times, or not at all. How to react to such uncertainty is a business decision, says Vaughn Vernon, and is best captured by modeling the uncertainty using concepts of Domain-Driven Design.

Architecture & Design Follow 2648 Followers

Selecting an Event Architecture

by Jan Stenberg Follow 39 Followers on  Aug 24, 2017

When designing a distributed system, maybe based on microservices, and you are considering an event architecture, there are several models and technologies available. When choosing how to implement the architecture the non-functional requirements are a main factor, David Dawson claims when describing different styles of event architectures in a recent blog post.

Architecture & Design Follow 2648 Followers

Dynamically Reconfigurable Event Driven Systems at QCon NY

by Pierre-Luc Maheu Follow 4 Followers on  Jul 03, 2017

Danny Gooverts, CTO at The Glue, presented at QCon New York a solution architecture enabling banks to evolve and follow market trends and needs. The solution combines events based service modeling, in memory data processing grid and Docker based deployments to achieve scalability and exactly once processing.

BT