Movement from system of records to systems of intelligence
Accelerated migration from proprietary databases and appliances to open source and cloud platforms
View more >Shift from batch-oriented ETL to event-driven, real-time ELT
Move from descriptive to prescriptive analytics
Rise of intelligent governance and operations
Rise of AI-driven proactive protection
Adoption of AI-driven data assurance
Adoption of deep learning and transfer learning architectures will drive accuracy, performance and speed
Graduation from mere object identification to deep learning-based video insights
Context-specific models will drive enterprise adoption of speech-based experiences
Adoption of neural machine translations and transcription-based systems to mine conversational insights
View more >Shift from extraction of isolated entities to abstractive reasoning
Derive content intelligence from forms extraction, document attributes and paragraphs
View more >Elevation from on-device intelligence to federated intelligence
Address latency, point-specific contextual learning with edge-based intelligence
View more >Shift from fragmented to integrated, managed and monitored pipeline tools
Shift from black box to interpretable systems
Cloud capabilities that host data centers and build business capabilities
Modern ways to manage and operate the cloud ecosystem
CMP platforms empower developers to be more agile and facilitate a DevSecOps mode of operation
View more >Amplified automation and multi-cloud observability provide the highest level of business service reliability and resiliency
View more >Shift from infrastructure-centric migrations to cloud-native migration with multi-cloud capability
Coexisting in hybrid clouds to enterprise integration across polycloud
Shift from reliance on traditional security tools to born in the cloud, intelligent security tools
Transition from a bottom-up approach to a top-down approach
A shift from clicks to gestures
N=many becomes N=1
Move from static to learnable interfaces
The move from a monolithic functional model to platforms powered by context intelligence
The shift from rules-based personalization to hyperpersonalization
Nonfunctional factors play a crucial part in a complete experience
Going beyond monoliths to microservices
Programming paradigm expansion
Go and Kotlin emerge as primary choices for lightweight microservices with a low memory footprint
View more >.NET 5 expands the developer experience and unifies runtime behavior on all platforms
View more >The transition from web-native to cloud-native
The shift from on-premise to the cloud
Progression from monolithic services to flexible infrastructure
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