Allows you to define almost any workflow in Python code, no matter how complex. Because of its versatility, Airflow is used by companies all over the world for a variety of use cases. The most common are:

• Business operations
• ETL/ELT Pipelines
• Infrastructure On-Demand Spinup/Teardown
• Machine Learning Operations (MLOps)

Is a mature and reliable FHIR platform that enables rapid development of digital health solutions, reducing development time and costs. Key features:

• REST API - FHIR, Aidbox, GraphQL, Reactive API & Subscriptions. FHIR-aware PostgreSQL -  squeezes everything out of this database technology. 
binary JSON, rich indexing.  Aidbox is a FHIR Server and more.  
Supports all major FHIR versions: DSTU2, STU3, R4, R4B and R5. Strict validation ensures data consistency and integrity for all FHIR resources. 
Built-in Terminology FHIR, ICD-10, SNOMED, RxNorm, LOINC, and US NPI. HL7 v.2 and X12 integration modules enable extending FHIR  interoperability.
• OAuth & OIDC; User Management (SCIM) Flexible access control & security rules & audit for HIPAA, HITECH compliance
• Analytics tools integration with Tableau, Power BI, and Jupyter. Plugins extensibility; SDK; supports dev language of choice.
• Designed for the cloud, built on Kubernetes..AWS, Google Clou, Azure

Any computer that is fully exposed to attack by being on the public side of the DMZ, unprotected by a firewall or filtering router.  Due to their exposure, a great deal of effort must be put into designing and configuring bastion hosts to minimize the chances of penetration.  

• Firewalls and routers, anything that provides perimeter access control security can be considered bastion hosts. 
• Can include web, mail, DNS, and FTP servers. 
• Infrastructure as Codes platform streamlines the pipeline from development to deployment phases.
• Docker images allow rapid, reproducible buildouts of Dev, Test, and Prod Environments. 
• Helm charts are used to customize services.

Helm/Superset Helm Charts for Kubernetes helps you manage Kubernetes applications — Helm Charts help you define, install, and upgrade even the most complex Kubernetes application. Charts are easy to create, version, share, and publish — so start using Helm and stop the copy-and-paste.

• Manage Complexity -Charts describe even the most complex apps, provide repeatable application installation, and serve as a single point of authority.
• Easy Updates - Take the pain out of updates with in-place upgrades and custom hooks.
• Simple Sharing -Charts are easy to version, share, and host on public or private servers.
• Rollbacks - Use helm rollback to roll back to an older version of a release with ease.

Per Hao: "The great news is that refactoring codes using Superset Helm Chart works! Now we have more custom settings to play with easily. ☺️"

Organizations may deploy Kubernetes for a variety of reasons, including:

• Reliability -Kubernetes can help organizations build a stable platform that's dependable, allowing developers and DevOps teams to streamline their processes and ship applications faster. Kubernetes' self-healing capabilities and automated failover mechanisms can help ensure applications remain available even if there are failures or disruptions.Scalability - Kubernetes can scale up or down based on workloads, which can be automated using HorizontalPodAutoscaler (HPA). This can help organizations manage load balancing between Pods and run applications at scale across the globe.
• Cost savings - Kubernetes can help organizations optimize resource utilization and cloud expenses, freeing up IT and DevOps teams to focus on other tasks.
• DevOps - Kubernetes can simplify DevOps and reduce time to market.
• Cloud-agnostic - Kubernetes can run on multiple cloud providers, allowing organizations to use a hybrid or multi-cloud model.

Rhapsody a trusted digital health enablement platform with healthcare integration,identity management, and clinical terminology expertise.

• Enterprise Master Person Index (EMPI)
• Feeding and Consuming FHIR®, HL7® V2, CCD/C-CDA and DICOM messages HcDat is trusted, experienced Corepoint and Rhapsody integrator
• Tuning cloud services
• Troubleshooting Interfaces
• Application Integrator

A query engine that runs at ludicrous speed.

• Distributed SQL query engine designed to query large data sets distributed over one or more heterogeneous data sources
• Not a general-purpose relational database and  not designed to handle Online Transaction Processing (OLTP).
• Designed to efficiently query terabytes or petabytes  of data using distributed queries that interact with Hadoop and HDFS, and extended to traditional To handle workloads often classified as Online Analytical Processing (OLAP).
• A Trino cluster consists of a coordinator and many workers to access connected catalogs.  Terms such as Statement, Query, Stage,Task, Split, Driver, Operator, and Exchange all carry specific meanings.