The rapid advancement of artificial intelligence (AI) has transformed many aspects of software development, but there’s a clear reality: AI alone is not enough. The foundational pillars of requirement management and Unified Modeling Language (UML) must be present to harness AI’s full potential in software engineering. This guide explores how these key components work together in 2025, delivering optimal results
We are thrilled to announce that TTG International has once again been recognized among Turkey’s Top 500 IT Companies in the latest research by BT Haber Gazetesi for 2023. This year, TTG International moved up 20 positions, rising from 460th to 440th place. This achievement marks a significant milestone for us, reflecting not only our team’s
In the world of software development and IT operations, the culture of blame has long been a barrier to efficiency, innovation, and overall team cohesion. This issue arises most notably when things go wrong. Traditional structures often emphasized finding out who was responsible for a mistake, rather than focusing on the root cause or fixing
UML as a Culture Transformation When people hear the term Unified Modeling Language (UML), many immediately think of it as just another tool in the software development toolbox. However, this perception limits its true value. UML is not just a tool for drawing diagrams—it is a cultural transformation that has the power to change how teams
The integration of artificial intelligence (AI) into network operations is not just a future possibility—it’s already transforming the way organizations manage their infrastructure. AI offers the potential to optimize, automate, and secure networks like never before, bringing a new level of efficiency and innovation to IT. While some skepticism remains, AI’s ability to enhance network
In today’s fast-paced IT environments, managing an ever-growing array of devices, software, and network components is a complex and challenging task. As networks expand, so does the need for efficient management solutions. Enter the Configuration Management Database (CMDB)—a tool designed to streamline IT operations through automation, minimize manual effort, and reduce risk. Automating repetitive tasks,
TTG International proudly hosted the TTG Day Azerbaijan: Innovating Together event on September 11, 2024, at the Baku Marriott Boulevard Hotel. The full-day event brought together industry leaders, technology experts, and decision-makers from across various sectors, including telecommunications, IT, energy, finance, and public services, designed to meet the evolving needs of today’s digital businesses. The event
What is NWDAF? The 5G Network Data Analytics Function (NWDAF) is a critical component in the 5G Standalone (SA) Core network, designed to deliver real-time insights that fuel network automation and enhance service orchestration. As an independent network function within the 5G Core architecture, NWDAF handles large-scale data analytics by collecting, processing, and analyzing data
The distinguishing characteristic of 5G is its capacity to handle various traffic flows with distinct Quality of Service (QoS) requirements. This paper examines how 5G achieves this through tailored QoS mechanisms for different types of traffic. The paper explores the foundational elements within the 5G architecture that facilitate QoS implementation. We discuss how QoS flows
Understanding 3GPP’s Network Management (NM) and Service Management and Orchestration (SMO) Frameworks and ETSI’s ONAP The telecommunications landscape is rapidly evolving, driven by the need for more dynamic, flexible, and efficient network architectures. At the heart of this transformation are the 3GPP frameworks for Network Management (NM) and Service Management and Orchestration (SMO), along with