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Making Cloud Simpler – DZone

As cloud usage continues its meteoric rise, spurred further by advances like generative AI, the complexity and costs of cloud management are skyrocketing. Infrastructure and architecture leaders need better ways to optimize cloud spending that don't require manual analysis of endless line items across disconnected consoles.  Tangoe aims to solve this problem through exclusive patented capabilities that apply AI and automation to streamline the entire FinOps process. With 70 patents and counting, they are continuous…

Enhancing DevOps With AI – DZone

In the ever-evolving landscape of software development, the integration of Artificial Intelligence (AI) into DevOps practices emerges as a transformative strategy, promising to redefine the efficiency and effectiveness of development and operational tasks. This article explores the synergy between AI and DevOps, outlining its potential benefits, challenges, and practical applications through code examples. We aim to provide a comprehensive overview catering to professionals seeking to leverage AI to enhance their DevOps…

Architecture: Software Cost Estimation – DZone

Estimating workloads is crucial in mastering software development. This can be achieved either as an ongoing development part of agile teams or in response to tenders as a cost estimate before migration, among other ways. The team responsible for producing the estimate regularly encounters a considerable workload, which can lead to significant time consumption if the costing is not conducted using the correct methodology. The measurement figures generated may significantly differ based on the efficiency of the technique…

AI Against AI – DZone

In today's digital age, the proliferation of Deepfake technology and voice phishing (vishing) tactics presents a significant challenge to the authenticity and security of digital communications. Deepfakes manipulate audio and video to create convincing counterfeit content, while vishing exploits voice simulation to deceive individuals into revealing sensitive information. The need to accurately identify and mitigate these threats is paramount for protecting individuals and organizations from the potential consequences of…

Enabling Compliance and Security – DZone

AI is rapidly changing the way that people develop and build their own apps, automation, and copilots, helping enterprises improve efficiency and outputs without further straining IT and the help desk. While this is leveling the playing field for software development, it also brings increased cybersecurity risks. For security leaders, it’s important to understand this new wave of business application and AI development and the subsequent risks – and to have a game plan for how to address them. The good news is that you…

Will AI-Assistants Replace Applications? – DZone

Apps May Soon Become Redundant The rapid evolution of generative AI has provoked another round of heated discussions about its effect on the future of technology—as well as our daily lives. I would like to jump in and speculate on how this may change the future of digital end-user products.  Here is my main hypothesis: If AI assistants like ChatGPT continue to evolve at the same pace, we will witness the end of the era of the apps as we know them. In the future, I probably wouldn’t want to install a separate app on my…

Building for the Metaverse – DZone

The Metaverse is a new concept that is emerging in the digital realm. Once confined to the realms of science fiction and speculative imagination, it is now becoming a tangible reality. Thanks to the ingenuity of developers and the advancement of technology, the Metaverse is defined as a collective virtual shared space. It transcends traditional boundaries and offers limitless possibilities for exploration, interaction, and creativity. As the Metaverse continues to evolve, developers find themselves at the forefront of…

Vector Database for LLMs – DZone

Understanding Vector Databases A vector database is a type of database specifically designed to store and manage vector data using arbitrary but related coordinates to related data. Unlike traditional databases that handle scalar data (like numbers, strings, or dates), vector databases are optimized for high-dimensional data points. But first, we have to talk about vector embeddings. Vector embeddings are a method used in natural language processing (NLP) to represent words as vectors in a lower-dimensional space. This…

Maximizing Digital Transformation Value – DZone

Have you ever wondered what gives the cloud an edge over legacy technologies? When answering that question, the obvious but often overlooked aspect is the seamless integration of disparate systems, applications, and data sources. That's where Integration Platform as a Service (iPaaS) comes in.  In today's complex IT landscape, your organization is faced with a myriad of applications, systems, and data sources, both on-premises and in the cloud. This means you face the challenge of connecting these disparate elements to…

Neural Network Representations – DZone

Trained neural networks arrive at solutions that achieve superhuman performance on an increasing number of tasks. It would be at least interesting and probably important to understand these solutions.  Interesting, in the spirit of curiosity and getting answers to questions like, “Are there human-understandable algorithms that capture how object-detection nets work?” This would add a new modality of use to our relationship with neural nets from just querying for answers (Oracle Models) or sending on tasks (Agent Models)…