CIO
DECEMBER 20, 2024
Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Ensure security and access controls.
CIO
NOVEMBER 27, 2024
The team should be structured similarly to traditional IT or data engineering teams. To succeed, Operational AI requires a modern data architecture. This team serves as the primary point of contact when issues arise with models—the go-to experts when something isn’t working.
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CIO
NOVEMBER 19, 2024
Imagine that you’re a data engineer. These challenges are quite common for the data engineers and data scientists we speak to. That’s why we’re introducing a new disaggregated architecture that will enable our customers to continue pushing the boundaries of performance and scale.
Xebia
APRIL 14, 2025
Their journey offers valuable lessons for IT leaders seeking scalable and efficient architecture solutions. This story may sound familiar to many IT leaders: the business grows, but legacy IT architecture cant keep up limiting innovation and speed. The brewery engineered a novel solution: a purpose-built underground beer pipeline.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API.
Xebia
APRIL 9, 2025
UV: The Engineering Secrets Behind Pythons Speed King Python packaging has long been a bottleneck for developers. This architecture leads to the slow performance Python developers know too well, where simple operations like creating a virtual environment or installing packages can take seconds or even minutes for complex projects.
Ooda Loop
JANUARY 12, 2025
They do not bring gasoline engines or other power sources. They take […] The post Thermodynamic Computing: The next computer architecture appeared first on OODAloop. The surfer may surf for pleasure or competition, but whatever their purpose, they become one with the ocean, harnessing its raw power to surf.
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Increasingly, enterprises are leveraging cloud data lakes as the platform used to store data for analytics, combined with various compute engines for processing that data. The primary architectural principles of a true cloud data lake, including a loosely coupled architecture and open file formats and table structures.
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However, they often struggle with increasingly larger data volumes, reverting back to bottlenecking data access to manage large numbers of data engineering requests and rising data warehousing costs. This new open data architecture is built to maximize data access with minimal data movement and no data copies.
Speaker: Daniel "spoons" Spoonhower, CTO and Co-Founder at Lightstep
Many engineering organizations have now adopted microservices or other loosely coupled architectures, often alongside DevOps practices. Prioritize engineering work by putting it in the context of end user experience. However, this increased velocity often comes at the cost of overall application performance or reliability.
Speaker: Prem Chandrasekaran
In his best-selling book Patterns of Enterprise Application Architecture, Martin Fowler famously coined the first law of distributed computing—"Don’t distribute your objects"—implying that working with this style of architecture can be challenging. How these strategies can be applied in different size engineering organizations.
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