Remove Metrics Remove Scalability Remove System Design
article thumbnail

Why GreenOps will succeed where FinOps is failing

CIO

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. GreenOps incorporates financial, environmental and operational metrics, ensuring a balanced strategy that aligns with broader organizational goals.

article thumbnail

Navigating the cloud maze: A 5-phase approach to optimizing cloud strategies

CIO

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. Cracking this code or aspect of cloud optimization is the most critical piece for enterprises to strike gold with the scalability of AI solutions.

Cloud 147
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

Evaluation criteria To assess the quality of the results produced by generative AI, Verisk evaluated based on the following criteria: Accuracy Consistency Adherence to context Speed and cost To assess the generative AI results accuracy and consistency, Verisk designed human evaluation metrics with the help of in-house insurance domain experts.

article thumbnail

Multiclass Text Classification Using LLM (MTC-LLM): A Comprehensive Guide

Perficient

The system employs a large language model API to perform Natural Language Processing (NLP), classifying emails into primary intents such as “General Queries,” “Booking Issues,” or “Customer Complaints.” To achieve this, the dataset must contain balanced positive and negative samples for each classifier.

article thumbnail

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

With deterministic evaluation processes such as the Factual Knowledge and QA Accuracy metrics of FMEval , ground truth generation and evaluation metric implementation are tightly coupled. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

article thumbnail

Cluster Management in Cassandra: Achieving Scalability and High Availability

Datavail

Apache Cassandra is a highly scalable and distributed NoSQL database management system designed to handle massive amounts of data across multiple commodity servers. This distribution allows for efficient data retrieval and horizontal scalability.

article thumbnail

Distributed systems: A quick and simple definition

O'Reilly Media - Ideas

Here are three inflection points—the need for scale, a more reliable system, and a more powerful system—when a technology team might consider using a distributed system. Horizontal Scalability. This makes it easy to add nodes and functionality as needed.