Leveraging AI in Golang: Building Intelligent Applications with Go (Published)
Golang (Go) is emerging as a compelling alternative to Python for artificial intelligence applications that prioritize performance, concurrency, and scalability. While Python maintains dominance in research and model development due to its extensive ecosystem of specialized libraries, Go offers significant advantages in production environments. This article explores the growing intersection between Go and AI, examining its performance benefits, memory efficiency, and deployment simplicity. The discussion covers key libraries like Gorgonia and GoLearn, practical implementation patterns including microservices architecture and hybrid language approaches, and real-world case studies demonstrating Go’s effectiveness for recommendation engines, NLP services, and edge computing. Current limitations regarding ecosystem maturity and GPU acceleration are balanced against promising future directions that position Go as an increasingly viable option for production-focused AI systems.
Keywords: Deployment, Golang, Performance, concurrency, scalability
Operational approach to kernel system protection under Windows Server 2019: Optimization, QoS and Performance (Published)
Computer Sciences has become the culmination of all human activity these days, but it is also the worst fear that no epidemic has inspired today. And despite this, everyone concedes that the use of computers (especially through the Internet) now occupies the first place, even essential, in everyday life. Each of us uses a computer to work, to exchange information, to make purchases, etc. Unfortunately, malicious activity targeting computers is steadily increasing and trying to exploit vulnerabilities that are growing in number with ever-increasing complexity. In view of this, the present research has set itself the objective of mending the adequacy (optimization, dynamics and performance) of operating systems to their various deployment environments by emancipating a priori approaches, generally lacking in their capacity. to surpass future needs especially for the correction of security vulnerabilities, focusing on the functionalities of the hardware environment.
Keywords: Approach, Deployment, Dynamics, Performance, QOS, Security, System, kernel, operational, optimization, windows server 2019