InfoQ Homepage Business Process Management Content on InfoQ
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Monorepos: beyond the Technicalities
Tiago Bento analyzes software development workflows without ignoring the human factor and the status quo (most likely a poly-repo setting).
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Automating Machine Learning and Deep Learning Workflows
Mourad Mourafiq discusses automating ML workflows with the help of Polyaxon, an open source platform built on Kubernetes, to make machine learning reproducible, scalable, and portable.
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MLflow: An Open Platform to Simplify the Machine Learning Lifecycle
Corey Zumar offers an overview of MLflow – a new open source platform to simplify the machine learning lifecycle from Databricks.
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Scaling Your API Development Workflow
Vincenzo Chianese shares an API development workflow based on culture, understanding, communication and collaboration.
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Automation of Business Processes
Giuliano Lacobelli discusses the challenges faced automating business processes for a company with large API investments.
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Distributed Workflows with Hypermedia Clients
Glenn Block introduces Hypergoal, a way of creating distributed workflows with hypermedia clients.
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Business Process Orchestration & APIs
Saul Caganoff discusses the different use cases for API consumption and the technical affordances API designers can provide to support those use cases.
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Dashboarding: The Developers’ Role in Data Analysis
Seth Juarez shares insight on how to create applications that use dashboards to drive value, convert raw data into answers, and simplify business processes.
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Enterprise IT: What's Beyond Virtualization
Derek Collison discusses technologies and approaches for obtaining a fluid infrastructure that has the level of plasticity needed to heal itself and provide higher level SLAs for apps and services.
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Orchestrating Tasks from the Cloud with Groovy and AWS SWF
Clay McCoy discusses using Groovy’s metaprogramming capabilities and AWS SWF to deal with unreliable remote services, parallelization, scheduling critical timers, and server failures.
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Toward the Semantic Processing of Business Process Events
Paul Buhler provides insight into the development and application of a semantically grounded version of the Workflow Management Coalition's Business Process Analytics Format (BPAF) specification.
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Designing Composite Services Using BPMN 2.0 as a Visual Programming Language
Lloyd Dugan discusses using the BPMN visual programming language for designing composite services and service orchestration.
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