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Strategic activity mapping for software architects May 25, 2025 On the role of Distinguished Engineer and CTO Mindset Apr 27, 2025 The future is bright Mar 30, 2025 Software Engineering is here to stay Mar 3, 2024 Some thoughts on recent RTO announcements Jun 22, 2023 Comparing AWS SQS, SNS, and Kinesis: A Technical Breakdown for Enterprise Developers Feb 11, 2023 Should today’s developers worry about AI code generators taking their jobs? Dec 11, 2022 Things to be Thankful for Nov 24, 2022 Book review: Clojure for the Brave and True Oct 2, 2022 Monolithic repository vs a monolith Aug 23, 2022 Scripting languages are tools for tying APIs together, not building complex systems Jun 8, 2022 There is no such thing as one grand unified full-stack programming language May 27, 2022 Most terrifying professional artifact May 14, 2022 Best practices for building a microservice architecture Apr 25, 2022 True identity verification should require a human Mar 16, 2020 On elephant graveyards Feb 15, 2020 TDWI 2019: Architecting Modern Big Data API Ecosystems May 30, 2019 Returning security back to the user Feb 2, 2019 Which AWS messaging and queuing service to use? Jan 25, 2019 Using Markov Chain Generator to create Donald Trump's state of union speech Jan 20, 2019 The religion of JavaScript Nov 26, 2018 Leaving Facebook and Twitter: here are the alternatives Mar 25, 2018 When politics and technology intersect Mar 24, 2018 TypeScript starts where JavaScript leaves off Aug 2, 2017 Node.js is a perfect enterprise application platform Jul 30, 2017 Rather than innovating Walmart bullies their tech vendors to leave AWS Jun 27, 2017 Architecting API ecosystems: my interview with Anthony Brovchenko of R. Culturi Jun 5, 2017 TDWI 2017, Chicago, IL: Architecting Modern Big Data API Ecosystems May 30, 2017 Apple’s recent announcements have been underwhelming Oct 29, 2016 Why I switched to Android and Google Project Fi and why should you Aug 28, 2016 Amazon Alexa is eating the retailers alive Jun 22, 2016 What can we learn from the last week's salesforce.com outage ? May 15, 2016 Why it makes perfect sense for Dropbox to leave AWS May 7, 2016 JEE in the cloud era: building application servers Apr 22, 2016 Managed IT is not the future of the cloud Apr 9, 2016 JavaScript as the language of the cloud Feb 20, 2016 OAuth 2.0: the protocol at the center of the universe Jan 1, 2016 Operations costs are the Achille's heel of NoSQL Nov 23, 2015 IT departments must transform in the face of the cloud revolution Nov 9, 2015 Banking Technology is in Dire Need of Standartization and Openness Sep 28, 2015 Top Ten Differences Between ActiveMQ and Amazon SQS Sep 5, 2015 We Live in a Mobile Device Notification Hell Aug 22, 2015 What Every College Computer Science Freshman Should Know Aug 14, 2015 The Three Myths About JavaScript Simplicity Jul 10, 2015 Book Review: "Shop Class As Soulcraft" By Matthew B. Crawford Jul 5, 2015 Your IT Department's Kodak Moment Jun 17, 2015 The longer the chain of responsibility the less likely there is anyone in the hierarchy who can actually accept it Jun 7, 2015 Smart IT Departments Own Their Business API and Take Ownership of Data Governance May 13, 2015 We Need a Cloud Version of Cassandra May 7, 2015 Building a Supercomputer in AWS: Is it even worth it ? Apr 13, 2015 Ordered Sets and Logs in Cassandra vs SQL Apr 8, 2015 Exploration of the Software Engineering as a Profession Apr 8, 2015 What can Evernote Teach Us About Enterprise App Architecture Apr 2, 2015 Why I am Tempted to Replace Cassandra With DynamoDB Nov 13, 2014 Infrastructure in the cloud vs on-premise Aug 25, 2014 Wall St. wakes up to underinvestment in OMS Aug 21, 2014 Cassandra: Lessons Learned Jun 6, 2014

TDWI 2019: Architecting Modern Big Data API Ecosystems

May 30, 2019

In my presentation at TDWI 2019, I shared insights on architecting a modern cloud-native data API ecosystem, particularly focusing on the challenges and opportunities within the Human Capital Management (HCM) industry. I began by highlighting key trends such as the global workforce shift, the rise of the gig economy, and the importance of big data and open ecosystems. I discussed ADP's approach to innovation, emphasizing our design-driven culture and our robust R&D capabilities at the Roseland Innovation Lab. We are committed to leveraging these trends to enhance our HCM and payroll solutions, ensuring they meet the evolving needs of our clients.



I then delved into the significance of public API ecosystems in modern business landscapes. I emphasized that APIs are essential for creating long-lived, interconnected ecosystems that can drive business growth and innovation. Specifically, I introduced GraphQL, a flexible alternative to traditional REST APIs. GraphQL's ability to federate data from multiple sources, its self-documenting nature, and its support for real-time data subscriptions make it an ideal choice for modern API ecosystems. I detailed how we have implemented GraphQL at ADP, including its integration with our HCM and payroll systems, using a serverless architecture on AWS to ensure scalability and cost efficiency.



Finally, I outlined the steps we took to overcome the challenges of standardizing a global data model and implementing robust data protection measures. Our approach includes using OAuth for authentication, tokenization for sensitive data, and leveraging AWS services for secure and efficient data management. I also discussed our use of machine learning and predictive analytics to gain deeper insights from our data. By adopting these modern API patterns and technologies, we have been able to create a more discoverable, secure, and scalable data ecosystem, ultimately delivering greater value to our clients.