Artificial Intelligence and Automation Team
New Research
This IDC Market Perspective provides an update on what defines an application as being cloud native from an infrastructure perspective. As cloud-native technology continues to grow in popularity, it is important to understand the main chara...
This IDC Perspective details open source software (OSS) projects to watch in 2024. It highlights various projects in categories including application development, cloud application development, DevOps, DevSecOps, edge networking, GenAI appl...
This IDC Market Presentation discusses the TOPS/Watt metric and graphs publicly available stated TOPS/Watts for different vendors as well as trends in AI Processors for 2024.
This IDC study provides a comprehensive overview of and definitions for the compute infrastructure market in the context of IDC's Computing Systems, Platforms and Technologies CIS as well as the Quarterly Server Tracker. The definitions pro...
This IDC PeerScape outlines three practices to increase the effectiveness of implementing event brokers when moving toward an event-driven architecture. They include: Leverage vendor expertise and available training as needed to increase ex...
This IDC Tech Buyer Presentation provides a decision tree framework that lays out path for evaluating the cost, timing, and skills factors across the full spectrum of consume/construct options. It provides deeper insights into the additiona...
This IDC Market Perspective analyzes the sources and various mitigation techniques and solutions for large language model (LLM) hallucinations, such as when using GenAI. Hallucinations where the model returns incorrect or misleading results...
This IDC PlanScape discusses the importance of data governance in the context of generative AI (GenAI). It highlights the need for a disciplined approach to leverage GenAI in organizations, addressing concerns about data control, infrastruc...
This IDC study represents a vendor assessment of the conversational artificial intelligence (AI) software market for front-office use cases through the IDC MarketScape model. This assessment discusses both quantitative and qualitative chara...
This IDC Survey Spotlight provides insights into what types of workload accelerators customers are planning to deploy as well as the key reasons for those choices. In November 2023, IDC conducted a survey of companies worldwide to evaluate ...
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