Christian Macaro

Title: Innovations of Christian Macaro

Introduction

Christian Macaro is an accomplished inventor based in Raleigh, NC (US). He holds a total of 7 patents that showcase his expertise in computing and resource optimization. His innovative contributions have significantly impacted the field of technology.

Latest Patents

One of his latest patents is a disaggregation system. This computing device determines a disaggregated solution vector of a plurality of variables. A first value is computed for a known variable using a predefined density distribution function, while a second value is computed for an unknown variable using the computed first value, a predefined correlation value, and a predefined aggregate value. The predefined correlation value indicates a correlation between the known variable and the unknown variable. A predefined number of solution vectors is computed by repeating the first value and the second value computations. A solution vector consists of the computed first value and the computed second value. Additionally, a centroid vector is computed from solution vectors generated through repeated computations. The system determines a predefined number of closest solution vectors to the computed centroid vector and outputs these determined closest solution vectors.

Another significant patent focuses on reducing resource consumption associated with executing a bootstrapping process on a computing device. This innovation allows for a system to receive a dataset that includes observations. The system can instantiate one or more thread objects configured to execute a bootstrapping process involving multiple iterations. Each iteration determines a respective set of probabilities based on an observation distribution associated with the dataset. The system executes a function based on these probabilities to determine a respective metric value, which is then stored in memory. This iterative process is designed to be faster and less computationally intensive than traditional bootstrapping approaches. After completing the iterative process, the system accesses the memory to obtain the metric values, determines a distribution of metric values based on some of the stored values, and retains this distribution for further use.

Career Highlights

Christian Macaro is currently employed at SAS Institute Inc., where he continues to develop innovative solutions that enhance computing efficiency and resource management. His work has garnered attention for its practical applications in various technological domains.

Collaborations

Some of his notable coworkers include Jan Chvosta and Mark Roland Little, who contribute to the collaborative environment that fosters innovation at SAS Institute Inc.

Conclusion

Christian Macaro's contributions to the field of technology through his patents and work at SAS Institute Inc. highlight