Innovative Data Management with SAP HANA

Your business needs intelligent technology that can support all your applications and analytic solutions at speed.

• No matter the workload – advanced analytics, transactions, and increasingly a combination of the two. No matter the type of data – structured, unstructured, at rest or in motion. You want a data platform that processes this data at speed without massive human intervention.  

Your business wants to automate as much as possible routine IT administrative tasks. In a recent survey where participants were asked about the top imperatives for data management, 52% responded they wanted more intelligence to improve productivity.

You also want agile technology that allows you to harness the value of all your data. Data that is increasingly created outside your company four walls – in the cloud, in hybrid distributed environments - with security and governance. In another recent survey 99% of participants cited the agility of a consistent hybrid cloud platform as a priority.

Finally, you should choose efficient technology that allows you to strike the right balance between cost and performance in a simple way, for data at any scale.  In a SAP sponsored research, 59% of survey participants cited that efficiency in term of cost/performance is a top priority for their data management projects.

Why SAP HANA powered by Approyo
It is intelligent. Not only it has new capabilities to help IT accelerate operations, and data scientists shorten ML lifecycles but most fundamentally its unique next-generation hybrid transactional analytical core can provide accurate answers in real-time on live data without tuning. SAP HANA also uniquely processes and analyzes diverse data in context in one system to always provide full situational awareness in real-time.

It is also agile to allows you to securely manage, access and share data across clouds and on-premise, enabling you to innovate faster on the best infrastructure for the job at hand. SAP developed a number of innovations here across the whole spectrum - from new support for software managed Hyperconverged Infrastructure to enhanced anonymization and end-to-end modeling for compliance enforcement to faster innovation with improved developer experience across cloud and on-premise

Finally, SAP HANA is efficient – this is something our customers agree on.  A recent IDC survey found that it is 42% faster to deliver solutions with SAP HANA than with other traditional databases or special-purpose databases. Our all-in-one architecture has also allowed our customers to increase productivity by 5x. In the efficiency area, SAP HANA has many innovations – from being the first major database to be optimized for Intel persistent memory, to new, cost-efficient data tiering options for flexible scale, to new ways of improving data availability as well as optimal utilization of computing and storage resources.

Start your path to the Intelligent Enterprise with Approyo
Approyo provides full SAP service technology with extensive capabilities in consulting, solutions architecture, hosting and managed services, in order to develop the right solution for our customers. Get started today... 

The Intelligent Enterprise powered by SAP HANA

The SAP HANA business data platform is unrivaled, combining a robust database with services for creating innovative applications. It enables real-time business by converging transactions and analytics on one in-memory platform. Running on premise or in the cloud, SAP HANA untangles IT complexity, bringing huge savings in data management and empowering decision-makers everywhere with new insight and predictive power.

Accelerate with Simplicity
An intelligent enterprise requires a business-ready data platform that helps you find the signal in the noise and unleash your data’s potential for better business outcomes. The SAP HANA business data platform provides the next-generation data management foundation for all of the industry-leading SAP® solutions. It also enables development of cutting-edge applications to deliver intelligent solutions for the enterprise quickly.

SAP HANA is one of the first data management platforms to handle both transactions and analytics in-memory on a single data set. It converges a future-proof database with advanced analytical processing and capabilities for application development, data integration, and data quality. Embedded in a robust, state-of-the-art security framework, it supports compliance with the latest security standards and data protection regulations. You gain a single secure environment for all your mission-critical data assets. You can manage large volumes of structured and unstructured data efficiently, leveraging the value of your business data while improving total cost of ownership (TCO).

Reimagine the Database
SAP HANA is built on an in-memory columnar store that is optimized for both transactional and analytical workloads, enabling the benefits of multicore processing, modern storage technology, and the single-instruction, multiple-data instruction set. It’s fully compliant with requirements for the atomicity, consistency, isolation, and durability (ACID) standards.

Intuitive modeling tools and preconfigured function libraries let you run complex business logic directly inside the database. That means you avoid latencies from moving data between the database and application server tiers.

Multitenant databases can be managed as one while maintaining their isolation from one another. The data tiering capabilities of SAP HANA, such as extension nodes, allow you to maximize your value by balancing performance and cost of data storage. This enables administrators to control which data is kept in-memory and which is kept in alternative persistent data storage. At the same time, the multistore tables in SAP HANA mean that where and how data is stored is completely transparent to consuming applications.

Act with Live Intelligence
SAP HANA provides next-generation hybrid transactional and analytical processing (HTAP) with the broadest advanced analytics capabilities to help business leaders understand information in context and achieve situational awareness to act in the moment. This includes native high-performance predictive and machine learning algorithms and integration with TensorFlow and R to reveal meaningful patterns in data and build applications that can learn and automate manual business processes. Text analysis and search capabilities help extract real insights from unstructured textual data in many different languages. Administrative boundary content, advanced services such as geocoding, and spatial services available in the cloud help accelerate development of location-aware business applications.

SAP HANA can store and query streaming data from sensors, plant equipment, and Internet of Things devices; time-series data such as price fluctuations and information on machine efficiency; and highly interconnected graph data. It also provides a JSON document store. These powerful capabilities can be leveraged with standard SQL, enabling data to be combined from standard relational databases, spatial and graph data, and data stored in a JSON document. A wealth of new possibilities helps you reimagine business models.


Innovate with Confidence
To achieve business insight in real time, SAP HANA helps you innovate with confidence. You can analyze sensitive data while effectively aligning with compliance requirements with real-time data anonymization. State-of-the-art techniques such as k-anonymity and differential privacy render personal data disconnected from an individual. This empowers business users and data scientists to “know without seeing” and explore new business opportunities for data as a service.

SAP HANA connects with existing applications using open standards and offers a choice of ways to build applications that are Web based or based on microservices. SAP Web IDE for SAP HANA offers a comprehensive lightweight tool set for data modeling and application development. Complex security authorizations can be easily shared between native applications and extensions running on SAP HANA and SAP business applications.

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SAP Demystified: Why is SAP HANA better than other traditional databases?

SAP HANA is an application that uses in-memory database technology that allows the processing of massive amounts of real-time data in a short time. The in-memory computing engine allows HANA to process data stored in RAM as opposed to reading it from a disk. This allows the application to provide instantaneous results from customer transactions and data analyses.

In-Memory First
SAP achieved a true transaction and analytical (i.e. translytical) platform by designing SAP HANA from the ground up with a new data processing architecture in mind.  This architecture greatly simplifies applications built on this platform removing many of the legacy overhead required to optimize applications on traditional disk-based database solutions.

SAP HANA is the only true in-memory columnar data store optimized for both high-speed transactional scenarios and also very fast query performance optimally supporting both OLTP and OLAP application scenarios. With SAP HANA, there is a single copy of data as there is no need to move data to external systems to offload analytic workloads or populate materialized views and in-memory caches to achieve acceptable performance.  This allows applications built on SAP HANA to process transactional and analytical workloads at high speed without any data duplication enabling businesses to have accurate insights based on the latest data.

Other solutions in the market typically provide an in-memory “option” to existing disk-based, row-oriented solutions, requiring a copy of data to be made into in-memory storage.  Row-based storages don’t yield the same level of data compression as columnar storages leading to higher costs and inefficiencies. These solutions may provide some performance improvements in certain use-cases, but they do not deliver the overall value that SAP HANA does by truly reducing the data footprint, increasing overall performance for all data and reducing management costs of the solution.

Scalability and Speed 
Based on the functionality of data being stored in a RAM chip instead of a hard disk, SAP HANA makes high speed processing a practical reality. Unlike the traditional process of data being read from the hard-disk and subsequently moved into RAM for data processing, the agility of SAP HANA allows organizations to achieve more with their data. For instance, an HR team could run real-time jobs in different batches without having to wait for the jobs to get completed before starting another. The fantastic capability of running multiple jobs at the same time and run them several times, if need be, gives SAP HANA an edge above the rest.

Simplicity
The biggest problem of traditional databases was their limitation of supporting and managing one business load at a given point in time. So, if a customer runs multiple businesses or has more than one line of operations such as marketing, customer support, logistics, manufacturing, finance, and more; the data in each of these systems will tend to get duplicated thus, increasing the complexity of the system manifolds. The process gets further complicated if the customer wants to view multiple kinds of data at one time. With SAP HANA integration, the simplicity of having one system for different business applications and its real-time access makes the operations extremely simple and user-friendly.

Predictive analytics and machine learning
Predictive analysis with SAP HANA includes native high-performance predictive algorithms for both expert and automated modes. Additionally, you can run open-source R scripts on SAP HANA through integration with R server and build machine learning applications with integration to TensorFlow. Some of the predictive algorithms run on streaming, spatial, and series data and are self-improving. The ability to perform predictive analytics on an entire body of transactional data lets you develop modern applications that forecast outcomes and help your business adapt processes in real time. Machine learning helps you build applications that can adapt and automate some of the manual business process step.

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Data Powers Digital Business

The digital economy is driving a massive increase in the volume of data created by devices, business networks, organizations, and individuals. This tidal wave of data is driving demand for capabilities like machine learning and AI, and dramatically impacting economic productivity.

But core to all of this opportunity, is data.

In the new digital economy, data is essential in powering digital business. Data is the currency that provides the foundation for business insight, action, and innovation across the extended enterprise, from partners and customers, to assets and employees, all driven by the digital core. 

Companies will need to capture and exploit data in increasingly creative and complex ways.  And the ability to digitize business events across customer touch points, partner interactions, asset states and employee activities, and to create meaningful insight, will allow businesses to be more agile and responsive than their competitors, and to open up new sources of value.

On average, companies today use only a fraction of the data they collect and store, and if a company is already struggling to store and analyze its own data, it will be drowning in data in the next few years.  Future success will depend on a company’s ability to:

• Transform Data into Insight – Data without insight is meaningless, it is essential for organizations to take the information at their fingertips, to understand it, and turn it into insight.
• Act in the Moment – Without the ability to take action quickly and effectively, there is no opportunity to create new value.  And thus companies must also focus on the ability to turn insight into action, in real time.
• Innovate without Constraints – And finally, with insight and the ability to act, the final critical need for competing in the digital economy is the ability to innovate and build new business models and create new outcomes for the organization

These three imperatives combine to demand the organization’s attention if it is to succeed in it’s digital journey.

SAP powered by Approyo can help you lead your organization’s digital journey and address the challenges of data proliferation from enterprise data, Big Data, IoT, and beyond.

And we help you to transform your all of data, the foundation of a digital enterprise, into insight to drive innovation and create business value.

As a result of optimizing existing processes and driving greater efficiencies, you can help fund new innovations.

Only SAP powered by Approyo allows you to innovate now with intelligent, real-time data to build new business applications

• Flexible and faster app development environment on ONE platform with choice of programming languages. Deployment available on cloud, in the data centers, and on laptops
• Applications can leverage hyper fast transactions and analytics to automate business processes with intelligent guidance
• Enrich applications with ONE platform that includes predictive, text, spatial, graph, and conversational UI capabilities

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Three game-changing technologies impacting Digital Transformation

Business leaders say they need three things from their data systems to help them compete effectively and embrace digital transformation: reliable data to empower their workers, deep insight from all their data, and access to the latest analytics and machine learning techniques to amplify their insights and apply them to their business.

In addition to new business demands, technology advances are creating new strategic opportunities for data management and analytics. The three key technologies that are having the most impact are:

• In-memory computing delivers real-time performance that obviates the need to have separate solutions for transaction processing and analytics. This has the added advantage of removing the need for multiple copies of data and eliminating latency between transaction systems and data warehouses introduced by batch or overnight replication.
• Storage for large data sets is dramatically lower in cost allowing almost unlimited data sets to be created. Coupled with in-memory performance that can handle these massive data sets, business can see insights into their business in real time.
• Cloud computing has reduced the need for huge capital investments and made powerful advanced computing more accessible. New applications can be deployed quickly to capture opportunities without waiting for data centers to be built and systems readied. 

Start your path to the Intelligent Enterprise with Approyo
Approyo provides full SAP service technology with extensive capabilities in consulting, solutions architecture, hosting and managed services, in order to develop the right solution for our customers. Get started today... 

Read the full post on www.approyo.com

Ask Approyo - What is the benefit of using an in-memory platform?

In-memory computing is the storage of information in the main random access memory (RAM) of dedicated servers rather than in complicated relational databases operating on comparatively slow disk drives. In-memory computing helps business customers, including retailers, banks and utilities, to quickly detect patterns, analyze massive data volumes on the fly, and perform their operations quickly. The drop in memory prices in the present market is a major factor contributing to the increasing popularity of in-memory computing technology. This has made in-memory computing economical among a wide variety of applications.

Some of the advantages of in-memory computing include:

• The ability to cache countless amounts of data constantly. This ensures extremely fast response times for searches.
• The ability to store session data, allowing for the customization of live sessions and ensuring optimum website performance.
• The ability to process events for improved complex event processing

SAP S/4HANA and In-Memory Computing
SAP  S/4HANA  delivers high-volume online transaction processing (OLTP) and high volume real-time online analytical processing (OLAP) based on a unified data model without the redundant data layers typically required by traditional RDBMS-based systems.  This reduces TCO while providing new opportunities to increase business value from existing investments.

Examples of redundant data layers are custom-built layers based on database tuning efforts such as secondary indexes, or application built-in performance accelerators such as aggregate tables or multiple general ledger versions for different managerial reporting needs. The massive simplifications of the data model and the data processing layers enable business and technological innovations on a broad scale, across all lines of business (LoBs) and industry solutions. The new application architecture simplifies system landscapes and accelerates cloud deployments on an economical scale.

SAP HANA and In-Memory Computing
SAP HANA relies on in-memory computing to quickly analyze massive amounts of data. In-memory computing is a technology that allows the processing of tremendous quantities of data in main memory to provide immediate results from analysis and transaction. The data is available for processing or analysis immediately after it is created. SAP HANA's performance is 10,000 times faster when compared to standard disks, which allows companies to analyze data in a matter of seconds instead of long hours.

Ask Approyo - What new technical functions are available in SAP HANA 2 compared to the older SAP HANA versions?

Lately, we have talked a lot about SAP HANA 2.0 and how it can impact your company. We are seeing more and more deployments of SAP HANA 2.0 environments across our customers businesses and the impact it is having. And with recent updates like SAP HANA 2.0 SPS 02, now is the time to make the move to SAP HANA 2. What are some of these new functions that can help your business?

The next-generation of SAP’s in-memory platform, SAP HANA 2.0, simplifies database and data management – and makes it easier for application developers to deliver smart, insight-driven apps. The platform’s new capabilities are optimized for innovation and can help your business compete more effectively in the digital economy. And because SAP HANA 2.0 is a continuation of the existing platform, you’ll have access to a stable, highly available, and secure data environment for your applications.

Key SAP HANA 2 features and enhancements to help IT transform include:

• Database management: There are multiple enhancements for high availability and security. For example, the new “active/active read-enabled” option allows IT organizations to leverage secondary systems – previously used only for system replication – to off-load read-intensive workloads for improved operations.
• Data management: The SAP HANA-based Web application SAP Enterprise Architecture Designer allows customers to visualize the impact of new technologies on their architecture before they are implemented. In addition, a tiered storage enhancement allows the distributed storage of data by priority regardless of where it resides. These are two of the many enhancements that have been developed for enterprise modeling, data integration, and data quality.
• Analytical intelligence: SAP HANA 2 is ideally equipped to enable customers to more effectively integrate additional insight obtained by analyzing text, spatial, graph and streaming data into their applications. For example, there are new algorithms in the predictive analytics library for time series, classification, and regression analysis to empower data scientists to discover new patterns and incorporate machine learning into customer applications.
• Application development: Application developers will benefit from enhanced functions for application servers, new development tools, and development languages. In application programming, a new file processor interface enables developers to extract metadata from documents in order to gain newer, deeper insights.

Read the full blog post at www.approyo.com 

The Cloud Helpers Blog Series - In-Memory Computing

Welcome to our blog series, The Cloud Helpers. This series will focus on cloud computing topics and help you understand how the cloud can impact your business today and in the future. Today we are going to focus on In-Memory Computing.

What is In-Memory Computing?
In-memory computing is the storage of information in the main random access memory (RAM) of dedicated servers rather than in complicated relational databases operating on comparatively slow disk drives. In-memory computing helps business customers, including retailers, banks and utilities, to quickly detect patterns, analyze massive data volumes on the fly, and perform their operations quickly. The drop in memory prices in the present market is a major factor contributing to the increasing popularity of in-memory computing technology. This has made in-memory computing economical among a wide variety of applications.

SAP HANA and In-Memory Computing
SAP HANA relies on in-memory computing to quickly analyze massive amounts of data. In-memory computing is a technology that allows the processing of tremendous quantities of data in main memory to provide immediate results from analysis and transaction. The data is available for processing or analysis immediately after it is created. SAP HANA's performance is 10,000 times faster when compared to standard disks, which allows companies to analyze data in a matter of seconds instead of long hours.

To achieve the preferred performance, in-memory computing adheres to the following basic concepts:

• Keep data in main memory to speed up data access.
• Minimize data movement by using the columnar storage concept and compression, and performing calculations at the database level.
• Divide and conquer by using multi-core architecture and multi-processor servers to meet growing demands.

Some of the advantages of in-memory computing include:

• The ability to cache countless amounts of data constantly. This ensures extremely fast response times for searches.
• The ability to store session data, allowing for the customization of live sessions and ensuring optimum website performance.
• The ability to process events for improved complex event processing

Innovating with In-Memory Technology
A recent study by IDC on Innovating with Real-Time Data and Insights with SAP HANA revealed three important examples  that illustrate  some of the ways SAP HANA  and In-Memory Computing customers are changing their businesses:

• Enablement of core customer-facing services: “SAP HANA is part of a greenfield buildout of an entirely new capability that didn’t exist anywhere, and no one else is doing this with a completely new use of technology. We didn’t have an existing service that SAP HANA snapped into; we built it from the ground up.”
• Understanding and responding to business patterns. One retail organization is achieving better business results because its stores “now have better and precise knowledge of consumption and because we can keep inventory up to date with SAP HANA.”
• Customer support teams. Granular and more robust insights about customer behavior enabled more effective support of customers for the 50-person team at one organization. It noted: “We’re using a tool driven by SAP HANA that allows us to be ahead of our customers so that we’ve already spotted anything that they see. So we’ll have already found that little nugget of information and have come up with ways to address their issue.”

Compete as a Real-Time Business

SAP HANA helps companies respond and execute immediately in real time.

In a digital economy, leaders need to redefine their industry to capture greater market share. Leading businesses look to new technology to advance their visions and aspirations. For those willing to rethink their business and reinvent themselves, that new technology is already here:

SAP HANA is breakthrough technology that accelerates the digital economy. 

• Don’t get stuck with a legacy database – Innovate with an in-memory data platform
• No disk latency, Speed up everything – Transactions and analytics
• Accelerate existing applications with little to no code change – Run new applications faster with less code
• Reduce data footprint – Manage unlimited data beyond memory size
• Avoid hardware lock-in – Simplify IT with a rock solid foundation 

Are you ready to experience the benefits of SAP HANA? Contact us for a free SAP HANA consultation.