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Research Jul 2017
... Harvesting At the Peak E-Visits (Non-U.S.) Edge Computing Platform Business Models Bimodal IT Operations Initial Coin Offering Internet of Things Smart City Framework Sliding Into the Trough Virtual Care Cloud Service Brokerage Mobile Commerce Wearables Cloud Office Hadoop Distributions LTE-U HetNets Remote ...

Analyst(s):   Wm. L. Hahn   |   Mbula Schoen
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Research Jul 2019
... Satellite Systems Blockchain in CSPs 5G Edge Computing for CSPs Energy Water Nexus Smart City Framework Sliding Into the Trough Bimodal IT Operations Internet of Things Wi-SUN Cloud Service Brokerage Digital Wallet Climbing the Slope Remote Medical Monitoring Public Cloud Storage Disaster Recovery as a Service ...

Analyst(s):   Jeffrey Mann
Research Jul 2024
... Cycle helps application and software engineering leaders understand the pace and viability of maturing and emerging cloud platform technologies, services and trends. A new wave of cloud platform innovations in AI, security, privacy and analytics crowd the Peak of Inflated Expectations. Strategic Planning ...

Analyst(s):   Yefim Natis   |   Tigran Egiazarov
Research Oct 2025
... Rights FinOps SaaS and Cloud License Management Governance and Optimization Life Cycle Management Continuous Delivery Platform Value Realization Environmental Sustainability Complete Software and Cloud SAM Services Hybrid, Software and Cloud SAM Services Project-Based and Cloud SAM Services Inclusion ...

Analyst(s):   Yolanda Harris   |   Rob Schafer   |   Jaswant Kalay   |   Charity Hooper
Article November 04 2025
... responding to complexity and opportunity in an AI-powered, hyperconnected world: AI-Native Development Platforms AI Supercomputing Platforms Confidential Computing Multiagent Systems Domain-Specific Language Models Physical AI Preemptive Cybersecurity Digital Provenance AI Security Platforms Geopatriation Why ...
Research Aug 2019
... A variety of hybrid cloud offerings are being created by cloud service providers to service varying use cases. Product managers at managed service providers must seize this opportunity to differentiate their managed services that address these offerings and associated use cases. Analysis Building Managed ...

Analyst(s):   Sid Nag
Premium Research Apr 2026
... To support globally distributed applications and users across fragmented network environments, infrastructure architects must optimize DNS for cloud, data center, campus, and edge. This research provides recommendations for internal and external DNS implementations alongside emerging use cases. Overview ...

Analyst(s):   Jorge Aragon
Research May 2026
... Access Insights Already a Gartner client? AI and cloud consumption remain unpredictable and unplanned costs are becoming harder to absorb. With CFOs tightening investment criteria, CIOs must govern usage, show value fast, and redirect savings to protect margins and fund growth-critical work. Analysis ...

Analyst(s):   Lauren Wheatley   |   Bryan Hayes
Premium Research Feb 2026
... Multichannel marketing hubs are cloud-based software platforms that facilitate the creation and management of personalized marketing campaigns and event-driven customer journeys across communication channels. This note guides chief marketing officers to learn from ratings and reviews by their peers shared ...

Analyst(s):   Peer Community Contributor
Research Apr 2026
... Access Insights Already a Gartner client? Cloud-based LLMs potentially expose regulated enterprises to significant data sovereignty and compliance risks, driving the need for localized AI. Security product leaders must integrate on-premises small language models to ensure data privacy and capture compliance-driven ...

Analyst(s):   Tom Powledge
Research May 2026
... Access Insights Already a Gartner client? Cloud hyperscalers outpaced growth by unifying data stacks for AI-readiness. Real-time and vector database specialists expanded rapidly. Automated governance to eliminate data bottlenecks for model training emerged as a key opportunity in 2025. Overview Methodologies ...

Analyst(s):   Harshita Chibber   |   Deepali .   |   Sharat Menon   |   Nimit Bali   |   Kevin Quinn   |   Rahul Yadav   |   Robin Schumacher   |   Radu Miclaus   |   Omar Ansari
Research Apr 2026
... growth and fierce competition. Growth was driven by AI operationalization, platform modernization, and demand for resilient data-centric security and cloud-native solutions. Overview Methodologies and Definitions Gartner Recommended Reading Notes Gartner Insights Abstract ...

Analyst(s):   Nicholas Carter   |   Shailendra Upadhyay   |   Charanpal Bhogal   |   Robin Schumacher   |   Brandon Medford   |   Omar Ansari   |   Namrata Banerjee   |   Amit Goyal   |   Tarun Rohilla   |   Arunasree Cheparthi   |   Nimit Bali   |   Esha Bhatia   |   Ted Ernst   |   Lisa Unden-Farboud   |   Divyanshu Singh   |   Rahul Yadav   |   Chris Pang   |   Amarendra .   |   Ruggero Contu   |   Sharat Menon   |   Julian Poulter   |   Harshita Chibber   |   Gurjyot Uppal   |   Kanchi Bindal   |   Radu Miclaus   |   Kevin Quinn   |   Anand Chouksey   |   Roland Johnson   |   Christian Canales   |   Marissa Schmidt   |   Varsha Mehta   |   Kelli Smith   |   Colin Fletcher   |   Akshita Joshi   |   Deepali .   |   Zane West   |   Mudit Sharma   |   Rounak Bhattacharyya
Research Sep 2025
... Already a Gartner client? Heads of I&O are seeking a unified experience across public and private cloud, as well as edge deployments. The DHI market aims to reduce operational complexity and prove a unified cloud-to-edge management and control plane to simplify workload management and ensure policy enforcement ...

Analyst(s):   Tony Harvey   |   Jeffrey Hewitt   |   Julia Palmer   |   Dennis Smith   |   Elaine Zhang
Research Oct 2017
... Advanced Analytics Solutions Spark Open SCADA Raspberry Pi Open Microcredentials High-Control Application PaaS Open-Source Cloud Infrastructure Framework OpenPOWER In-Memory Computing Big Data Climbing the Slope Business Analytics Services SOA Testing Humanitarian Disaster Relief Client-Side MVC OpenGL ...

Analyst(s):   Mark Driver
Research Jun 2026
... ability to scale secure self-service and interoperable analytics. Market Definition/Description Magic Quadrant Vendor Strengths and Cautions Alibaba Cloud Amazon Web Services Databricks Domo GoodData.AI Google IBM Incorta Microsoft Oracle Qlik Salesforce (Tableau) SAP SAS ServiceNow (Pyramid Analytics) ...

Analyst(s):   Christopher Long   |   Edgar Macari   |   Anirudh Ganeshan
Research Jul 2026
... assess and navigate the shifting vendor and solution landscape. Market Definition/Description Magic Quadrant Vendor Strengths and Cautions Alibaba Cloud Amazon Web Services Apica BMC Helix Chronosphere Coralogix Datadog Dynatrace Elastic Grafana Labs Honeycomb HPE IBM LogicMonitor Microsoft New Relic ...

Analyst(s):   Martin Caren   |   Neil Young   |   Padraig Byrne   |   D.B. Cummings
Research Aug 2026
... workloads, including AI agents. Strategic Planning Assumption Market Definition/Description Magic Quadrant Vendor Strengths and Cautions Accops Alibaba Cloud Amazon Web Services Anunta Apporto Citrix Dizzion Flexxible IronOrbit Microsoft Omnissa oneclick Parallels XTIUM ZTE Inclusion and Exclusion Criteria ...

Analyst(s):   Stuart Downes   |   Todd Larivee   |   Sunil Kumar
Premium Research Feb 2026
... Salesforce Agentforce Marketing rebrands and modernizes Marketing Cloud with Data 360 and AI. CMOs must align martech strategy, assess readiness for platformization and optimize cost governance. Assess your long-term fit and strategic alignment to drive impactful martech investments. Insights at a Glance ...

Analyst(s):   Benjamin Bloom   |   Tia Zervas
Premium Research Mar 2026
... Usage‑priced cloud, SaaS and AI services raise budget variance as elastic demand and real‑time billing cause unpredictable spend spikes. Decentralized buying widens exposure. CIOs need targeted controls on recurring services to prevent avoidable run‑rate growth. Insights at a Glance Strategic Planning ...

Analyst(s):   Chris Ganly   |   Cesar Lozada   |   Lauren Wheatley
Research May 2026
... Access Insights Already a Gartner client? The market is shifting from fragmented tools to unified, cloud-native data platforms. Leaders offering converged ecosystems and AI-ready capabilities have achieved robust growth. Conversely, underperformers relying on disjointed, legacy on-premises solutions ...

Analyst(s):   Harshita Chibber   |   Sharat Menon   |   Robin Schumacher
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