Create a single center for all your data, be it structured, unstructured or streaming data. Provide work of such transformational decisions, as functions of business analytics, reports, the expanded analytics and analytics in real time. To easily get started, take advantage of the performance, flexibility, and security of Azure's fully managed services, such as SQL Azure and Azure Databricks.

Get rid of worries

Built-in advanced security features include transparent data encryption, auditing, threat detection, integration with Azure Active Directory and virtual network endpoints. Azure services correspond to more than 50 industry and geographic certifications and are available worldwide in 42 regions to store your data wherever your users are located. Finally, Microsoft offers financially secured service level agreements to spare you any hassle.

• Availability Zones
• Availability sets
• Virtual Machine Scale Sets (VMSS)

Supporting Linux, Windows Server, SQL Server, Oracle, IBM, SAP and other platforms, Azure virtual machines provide the flexibility of virtualization for a wide range of computing solutions. All current-generation virtual machines include load balancing and autoscaling. 
Azure Virtual Machines - is a proposal that includes various solutions, from an inexpensive B series to virtual machines with the latest GPU optimized for machine learning. It is designed to perform any workloads within any budget.

Oracle Cloud Infrastructure compute instances are the building blocks for applications from small websites to the largest enterprise applications. The main shapes each have use cases for which they are especially suitable:

Virtual machine (VM) instances offer compute resources in many shapes, from a single OCPU to 24 OCPUs, catering to a variety of workloads and software architectures. All Oracle Cloud Infrastructure VM shapes support remote block storage, but the Dense I/O shapes also offer up to 25.6 TB of local NVMe SSD storage for applications requiring low latency, millions of IOPS, and high local storage capacity.

Bare metal instances support applications requiring intensive compute and large memory resources. You can build cloud environments with performance equal or better than other clouds or on-premises infrastructure. Bare metal provides customers with exceptional isolation, visibility, and control.

Accelerated computing requires consistently fast infrastructure across every service. With GPU instances you can process and analyze massive data sets more efficiently, making them ideal for complex machine learning (ML), artificial intelligence (AI) algorithms, and many industrial HPC applications.

HPE StoreOnce Systems with StoreOnce Catalyst provide a single, high-performance backup architecture that spans the entire enterprise. You can reduce the amount of backup data you need to store by 95% and choose between powerful dedicated appliances for larger offices and data centers, and flexible virtual appliances for smaller and remote offices. Industry leading backup and restore speeds mean that you can meet shrinking backup windows and recovery SLAs. StoreOnce Catalyst prevents exposure of backup copies to ransomware.

With StoreOnce you can dedupe anywhere and control the movement of deduplicated data across the enterprise using your backup application. Using Cloud Bank Storage to cloud-enable your current backup and business applications, StoreOnce Systems provide even more flexibility to reduce your cost, risk and complexity.

Features:

• New StoreOnce single node systems based on Gen10 ProLiant technology. New more scalable and flexible VSA structure. New flex I/O choices with 10/25GbE-SFP and 32Gb Fibre Channel.
• New StoreOnce products move to an all-inclusive licensing structure. StoreOnce Catalyst and replication are included with the product at no additional charge (Encryption license at a nominal charge).
• New and improved GUI, like other HPE Storage products. Including Federated Management to allow customers to configure and monitor multiple Gen4 StoreOnce systems or VSAs in a single pane of glass.
• Role Based Access Control (RBAC) which allows customers to assign different roles/permissions to users of their StoreOnce system.
• Support for HPE RMC direct data path in the new StoreOnce Gen4 systems, backup data is moved directly from 3PAR to StoreOnce without having to go through the RMC VM.
• Addition of Commvault support for Catalyst/Catalyst Copy to enable deeper integration with StoreOnce.

HPE StoreOnce delivers a unified solution for seamless data movement across the enterprise; with cost-effective virtual backup machines ideal for smaller remote offices, high-performance dedicated appliances for larger sites, and highly scalable, powerful systems for your data center.

• Up to 71% performance increase and 27% increase in core with the new Intel Xeon Scalable processors
• Up to 27X faster checkpoint operations enabling significantly faster business operations
• 66% greater memory bandwidth increasing application performance for memory-intensive applications
• 14% more processor cores for greater VM density and 33% greater memory capacity for better VM performance and price/performance using AMD EPYC processors

• 66X faster service delivery with simple automation, saving admin time, and reducing errors from manual steps
• 4X faster workload performance to transform the business, growing revenue, margin, and share

• Open-by-design. Integrate with common AI tools, frameworks, and environments across public, private, or on-prem.
• Trust, transparency and explainability. Provide explanations into how AI decisions are being made, and automatically detect and mitigate bias to produce fair, trusted outcomes.
• Automation of AI. Automate the AI application lifecycle, from AI-generated neural networks tailored to your data and workloads, to de-biasing technology that mitigates bias at runtime.

• Understand how AI applications reach decisions – AI OpenScale explains how AI recommendations are made in everyday business terms.
• Address bias in AI applications automatically – AI OpenScale continually monitors AI applications and prevents bias through a unique, powerful and automated de-biasing technology.
• Ensure AI applications are auditable – AI OpenScale logs every prediction, every model version, and all the training data used, together with all metrics to help businesses comply with regulations such as GDPR. 
• Use AI to build AI – AI OpenScale addresses the short supply of human AI engineers by throwing AI at the problem. IBM's Neural Network Synthesis Engine (NeuNetS) will allow businesses to rapidly and automatically build neural networks – essentially to run AI – from scratch. NeuNetS will initially be available in AI OpenScale in beta.
• Manage and scale AI in an interoperable fashion – AI OpenScale can work with open source machine learning or deep learning models, such as Tensorflow, Scikitlearn, Keras and SparkML. It can also handle applications and models trained and hosted on common environments, including IBM Watson, IBM PowerAI, Seldon, AWS SageMaker, AzureML and other non-IBM engines.