it architecture

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Published By: Databricks     Published Date: Sep 13, 2018
Learn how to get started with Apache Spark™ Apache Spark™’s ability to speed analytic applications by orders of magnitude, its versatility, and ease of use are quickly winning the market. With Spark’s appeal to developers, end users, and integrators to solve complex data problems at scale, it is now the most active open source project with the big data community. With rapid adoption by enterprises across a wide range of industries, Spark has been deployed at massive scale, collectively processing multiple petabytes of data on clusters of over 8,000 nodes. If you are a developer or data scientist interested in big data, learn how Spark may be the tool for you. Databricks is happy to present this ebook as a practical introduction to Spark. Download this ebook to learn: • Spark’s basic architecture • Why Spark is a popular choice for data analytics • What tools and features are available • How to get started right away through interactive sample code
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Databricks
Published By: Wave Computing     Published Date: Jul 06, 2018
This paper argues a case for the use of coarse grained reconfigurable array (CGRA) architectures for the efficient acceleration of the data flow computations used in deep neural network training and inferencing. The paper discusses the problems with other parallel acceleration systems such as massively parallel processor arrays (MPPAs) and heterogeneous systems based on CUDA and OpenCL, and proposes that CGRAs with autonomous computing features deliver improved performance and computational efficiency. The machine learning compute appliance that Wave Computing is developing executes data flow graphs using multiple clock-less, CGRA-based System on Chips (SoCs) each containing 16,000 processing elements (PEs). This paper describes the tools needed for efficient compilation of data flow graphs to the CGRA architecture, and outlines Wave Computing’s WaveFlow software (SW) framework for the online mapping of models from popular workflows like Tensorflow, MXNet and Caffe.
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Wave Computing
Published By: Attunity     Published Date: Oct 19, 2018
Change data capture (CDC) technology can modernize your data and analytics environment with scalable, efficient and real-time data replication that does not impact production systems. To realize these benefits, enterprises need to understand how this critical technology works, why it’s needed, and what their Fortune 500 peers have learned from their CDC implementations. This book serves as a practical guide for enterprise architects, data managers and CIOs as they enable modern data lake, streaming and cloud architectures with CDC. Read this book to understand: ? The rise of data lake, streaming and cloud platforms ? How CDC works and enables these architectures ? Case studies of leading-edge enterprises ? Planning and implementation approaches
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Attunity
Published By: DATAVERSITY     Published Date: Nov 11, 2013
This report investigates the level of Information Architecture (IA) implementation and usage at the enterprise level. The primary support for the report is an analysis of a 2013 DATAVERSITY™ survey on Data and Information Architecture. This paper is sponsored by: HP, Vertica, Denodo, Embarcadero and CA Technologies.
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information architecture, data architecture, white paper, mdm, master data management, data, data management, enterprise information management, enterprise data management, data virtualization, metadata, data modeling, research paper, survey, data integration
    
DATAVERSITY
Published By: DATAVERSITY     Published Date: Oct 12, 2017
The foundation of this report is a survey conducted by DATAVERSITY® that included a range of different question types and topics on the current state of Data Architecture. The report evaluates the topic through a discussion and analysis of each presented survey question, as well as a deeper examination of the present and future trends.
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data architecture, data, data management
    
DATAVERSITY
Published By: Embarcadero     Published Date: Jul 23, 2015
Whether you’re working with relational data, schema-less (NoSQL) data, or model metadata, you need a data architecture that can actively leverage information assets for business value. The most valuable data has high quality, business context, and visibility across the organization. Check out this must-read eBook for essential insights on important data architecture topics.
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Embarcadero
Published By: MapR Technologies     Published Date: Mar 29, 2016
Add Big Data Technologies to Get More Value from Your Stack Taking advantage of big data starts with understanding how to optimize and augment your existing infrastructure. Relational databases have endured for a reason – they fit well with the types of data that organizations use to run their business. These types of data in business applications such as ERP, CRM, EPM, etc., are not fundamentally changing, which suggests that relational databases will continue to play a foundational role in enterprise architectures for the foreseeable future. One area where emerging technologies can complement relational database technologies is big data. With the rapidly growing volumes of data, along with the many new sources of data, organizations look for ways to relieve pressure from their existing systems. That’s where Hadoop and NoSQL come in.
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MapR Technologies
Published By: MapR Technologies     Published Date: Aug 01, 2018
How do you get a machine learning system to deliver value from big data? Turns out that 90% of the effort required for success in machine learning is not the algorithm or the model or the learning - it's the logistics. Ted Dunning and Ellen Friedman identify what matters in machine learning logistics, what challenges arise, especially in a production setting, and they introduce an innovative solution: the rendezvous architecture. This new design for model management is based on a streaming approach in a microservices style. Rendezvous addresses the need to preserve and share raw data, to do effective model-to-model comparisons and to have new models on standby, ready for a hot hand-off when a production model needs to be replaced.
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MapR Technologies
Published By: VoltDB     Published Date: Feb 12, 2016
The need for fast data applications is growing rapidly, driven by the IoT, the surge in machine-to-machine (M2M) data, global mobile device proliferation, and the monetization of SaaS platforms. So how do you combine real-time, streaming analytics with real-time decisions in an architecture that’s reliable, scalable, and simple? In this report, Ryan Betts and John Hugg from VoltDB examine ways to develop apps for fast data, using pre-defined patterns. These patterns are general enough to suit both the do-it-yourself, hybrid batch/streaming approach, as well as the simpler, proven in-memory approach available with certain fast database offerings.
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VoltDB
Published By: FairCom     Published Date: May 25, 2016
As companies embrace NoSQL as the “next big thing,” they are rightly cautious of abandoning their investment in SQL. The question a responsible developer or IT manager must investigate is “in which cases are each of these technologies, SQL and NoSQL, the appropriate solution?” For example, cloud provider BigStep offered this assessment: “NoSQL is not the best model for OLTP, ad hoc queries, complicated relationships among the data, and situations when stability and reliability outweigh the importance of speed.” While that statement may be true of many NoSQL databases, c-treeACE is the exception. Its unique, No+SQL architecture offers the advantages of SQL on top of a robust, high-performance NoSQL core engine. In this white paper, you'll read five ways c-treeACE breaks the NoSQL mold in terms of: • Data Integrity • Availability and Reliability • Complex Data Relationships • Flexible Queries • Performance
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FairCom
Published By: CloverETL     Published Date: Nov 24, 2017
The volume of data is increasing by 40% per year (Source: IDC). In addition, the structure and quality of data differs vastly with a growing number of data sources. More agile ways of working with data are required. This whitepaper discusses the vast options available for managing and storing data using data architectures, and offers use cases for each architecture. Furthermore, the whitepaper explores the benefits, drawbacks and challenges of each data architecture and commonly used practices for building these architectures.
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CloverETL
Published By: SAP     Published Date: Jan 23, 2013
This paper examines the root causes of data centralization failure and then reviews straightforward best practices that can help avoid such failures but are typically ignored when systems are designed in an ad hoc, organic manner.
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data, data management, data governance, big data, cloud, business intelligence, semantic technology, nosql, information quality, data quality, metadata, enterprise information management, master data management, mdm, analytics, database
    
SAP
Published By: Ted Hills     Published Date: Mar 29, 2016
NoSQL database management systems give us the opportunity to store our data according to more than one data storage model, but our entity-relationship data modeling notations are stuck in SQL land. Is there any need to model schema-less databases, and is it even possible? In this short white paper, Ted Hills examines these questions in light of a recent paper from MarkLogic on the hybrid data model. Ted Hills has been active in the Information Technology industry since 1975. At LexisNexis, Ted co-leads the work of establishing enterprise data architecture standards and governance processes, working with data models and business and data definitions for both structured and unstructured data. His book, NoSQL and SQL Data Modeling, was recently released by Technics Publications (http://technicspub.com).
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Ted Hills
Published By: Red Hat     Published Date: Aug 22, 2018
What does a digital transformation look like? It varies from organization to organization, of course, since they have invested in countless systems and applications over the years. Digital transformation consists of building new applications and next-generation architectures on today’s open standards, using on-demand resources. For many organizations, digital transformation also means optimizing existing systems and application resources – integrating, replacing, or abstracting key pieces of their infrastructures into services.
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Red Hat
Published By: Akamai Technologies     Published Date: Oct 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report.
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Akamai Technologies
Published By: Akamai Technologies     Published Date: Oct 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report.
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Akamai Technologies
Published By: Akamai Technologies     Published Date: Oct 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report.
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Akamai Technologies
Published By: Akamai Technologies     Published Date: Oct 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report.
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Akamai Technologies
Published By: Akamai Technologies     Published Date: Oct 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report.
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Akamai Technologies
Published By: Akamai Technologies     Published Date: Nov 02, 2018
Independent technology research firm Forrester evaluated web application firewall (WAF) vendors and published the results in The Forrester Wave™: Web Application Firewalls, Q2 2018. Akamai Technologies emerged as one of the leaders after a comprehensive evaluation on 33 criteria. The report states that security pros require a WAF that will automatically protect web applications, stay ahead of zero-day attacks and protect new application formats including APIs and serverless architectures. The report also reveals detailed findings for the 10 most significant WAF vendors. Akamai’s Kona Site Defender was the top scorer in the zero-day attacks criterion and one of the select vendors rated a Leader, the highest-ranking level in the report. In viewing this Akamai content, we would like to share your data with Akamai. Click here for more info or to opt out.
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Akamai Technologies
Published By: VMware     Published Date: Oct 12, 2018
With the benefits quickly stacking up, it’s easy to understand why Gartner stated HCI (Hyper-Converged Infrastructure) as one of the hottest trends in data centre infrastructure. HCI is intended to reduce infrastructure complexity and cost, whilst enhancing scalability, agility and operational efficiency. This consolidated infrastructure enables organizations to leverage the software layer by using low cost commodity hardware, while reducing concerns around vendor lock-in, to form a seamless software- defined IT infrastructure environment well suited to today’s IT challenges. Simple to use and manage, without specialists and more cost-effective than most traditional solutions, it’s easy to understand why more organisations are making the move from traditional architecture to Hyper-Converged Infrastructure. Submit the form to view the infograph to discover the benefits and whether this solution is right for you.
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VMware
Published By: Google     Published Date: Oct 26, 2018
The Internet of Things is growing fast: By 2025, IoT devices will transmit an estimated 90 zettabytes of data to their intended targets, according to IDC. Armed with information, businesses can revolutionise everything from fraud detection to customer service. But first, they need an architecture that supports real-time analytics so they can gain actionable insights from their IoT data. Read the complete report sponsored by Google Cloud, and learn how to mitigate key IoT-related challenges.
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Google
Published By: Workday UK     Published Date: Sep 18, 2018
Read this whitepaper from CIO.com to understand why cloud architecture holds the most promise for today’s organisations and to gain valuable tips for evaluating cloud solutions.
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Workday UK
Published By: Lenovo - India     Published Date: Oct 11, 2018
Business expectations and demands on the data center are increasing and the impact on today’s data centers is staggering. Organisations that can move quickly to leverage these new opportunities will find themselves in an advantageous position relative to their competitors. But time is NOT on your side! If your IT team often feel that they’re always in catch-up mode because it is difficult to quantify IT contributions, it is time to understand the benefit of hyperconverged infrastructure. Download this premium guide to understand how HCI can • Provide the resilience, scalability and performance to run all your applications without compromise. • Design the data center as a fluid resource that can immediately adapt to the evolving needs of the business. • Enable agility with scale-out architecture that eliminates the need to rip and replace for seamless growth and scale.
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Lenovo - India
Published By: Juniper Networks     Published Date: Oct 02, 2018
Without specific and explicit design decisions about not only the network architecture but also network operations,enterprises risk drifting toward a future of many clouds, each with their own operational nuances. Those who are not mindful about managing new additions increase the complexity of their network with each variation. This white paper discusses how to approach the design of the network and operations in the move from cloud to multicloud. The focus is on meeting the business needs of today and tomorrow, battling complexity, preserving the possibilities for options, and supporting IT’s role as the steward of technology decisions for the business.
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Juniper Networks
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