CIO Business Intelligence
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 Business Intelligence
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 Business Intelligence
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.
Network World
NOVEMBER 26, 2024
Skills in architecture are also in high demand, as power-hungry AI systems require rethinking of data center design. Additionally, the industry is looking for workers with knowledge of cloud architecture and engineering, data analytics, management, and governance skills.
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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.
Network World
JANUARY 26, 2025
For starters, generative AI capabilities will improve how enterprise IT teams deploy and manage their SD-WAN architecture. For example, high amounts of both downlink and uplink traffic, bursty workloads, and in some cases, the need for real-time delivery of data across a distributed AI engine, he says.
Network World
OCTOBER 21, 2024
Zero Trust architecture was created to solve the limitations of legacy security architectures. It’s the opposite of a firewall and VPN architecture, where once on the corporate network everyone and everything is trusted. In today’s digital age, cybersecurity is no longer an option but a necessity.
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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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