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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: Couchbase     Published Date: Dec 04, 2014
Interactive applications have changed dramatically over the last 15 years. In the late ‘90s, large web companies emerged with dramatic increases in scale on many dimensions: · The number of concurrent users skyrocketed as applications increasingly became accessible · via the web (and later on mobile devices). · The amount of data collected and processed soared as it became easier and increasingly · valuable to capture all kinds of data. · The amount of unstructured or semi-structured data exploded and its use became integral · to the value and richness of applications. Dealing with these issues was more and more difficult using relational database technology. The key reason is that relational databases are essentially architected to run a single machine and use a rigid, schema-based approach to modeling data. Google, Amazon, Facebook, and LinkedIn were among the first companies to discover the serious limitations of relational database technology for supporting these new application requirements. Commercial alternatives didn’t exist, so they invented new data management approaches themselves. Their pioneering work generated tremendous interest because a growing number of companies faced similar problems. Open source NoSQL database projects formed to leverage the work of the pioneers, and commercial companies associated with these projects soon followed. Today, the use of NoSQL technology is rising rapidly among Internet companies and the enterprise. It’s increasingly considered a viable alternative to relational databases, especially as more organizations recognize that operating at scale is more effectively achieved running on clusters of standard, commodity servers, and a schema-less data model is often a better approach for handling the variety and type of data most often captured and processed today.
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database, nosql, data, data management, white paper, why nosql, couchbase
    
Couchbase
Published By: ASG     Published Date: Apr 02, 2014
This Case Study focuses on a highly successful data lineage project between ASG Software Solutions and a major global financial institution. The initial project which began in 2011 with the primary goal of achieving greater control, awareness, and ownership over the institution’s data assets due to new regulatory and federal audit controls. As the project progressed and the positive relationship between ASG and the Bank deepened, all stakeholders involved began to see much broader potential for the entire project than originally envisioned.
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metadata, data, data management, white paper, case study
    
ASG
Published By: Access Sciences     Published Date: Sep 07, 2014
Few organizations have fully integrated the role of the Data Steward due to concerns about additional project complexity, time away from other responsibilities or insufficient value in return. The principles of the Agile methodology (whether or not Agile is followed for projects) can offer guidance in making the commitment to designating and empowering the Data Steward role. By placing insightful people in a position to connect innovators, respond to change and spur development aligned with business activities, organizations can expect to see a more efficient and effective use of their information assets.
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Access Sciences
Published By: iCEDQ     Published Date: Feb 05, 2015
The demand for using data as an asset has grown to a level where data-centric applications are now the norm in enterprises. Yet data-centric applications fall short of user expectations at a high rate. Part of this is due to inadequate quality assurance. This in turn arises from trying to develop data-centric projects using the old paradigm of the SDLC, which came into existence during an age of process automation. SDLC does not fit with data-centric projects and cannot address the QA needs of these projects. Instead, a new approach is needed where analysts develop business rules to test atomic items of data quality. These rules have to be run in an automated fashion in a business rules engine. Additionally, QA has to be carried past the point of application implementation and support the running of the production environment.
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data, data management, data warehousing, data quality, etl testing, malcolm chisholm
    
iCEDQ
Published By: Experian     Published Date: Mar 30, 2017
Businesses today recognize the importance of the data they hold, but a general lack of trust in the quality of their data prevents them from achieving strategic business objectives. Nearly half of organizations globally say that a lack of trust in their data contributes to increased risk of non-compliance and regulatory penalties (52%) and a downturn in customer loyalty (51%). To be of value to organizations, data needs to be trustworthy. In this report, you will read about the findings from this unique study, including: · How data powers business opportunities · Why trusted data is essential for performance · Challenges that affect data quality · The current state of data management practices · Upcoming data-related projects in 2017
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Experian
Published By: Silwood Technology     Published Date: Mar 02, 2016
Ever since organisations started to implement packaged software solutions to solve business problems and streamline their processes there has been a need to access their data for the purposes of reporting and analytics, integration, governance, master data and more. Information Management projects such as these rely on data professionals being able to understand the underlying data models for these packages in order to be able to answer the critical question “Where’s the data?”. Without this knowledge it is impossible to ensure accuracy of data or timely delivery of projects. In addition the lack of discovery tools designed to meet this challenge has meant that performing this task has commonly been frustrating, time-consuming and fraught with risk. This white paper offers insight into why the traditional methods are not effective and how an innovative software product from Silwood Technology provides a faster and more effective approach to solving the problem.
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Silwood Technology
Published By: Silwood Technology     Published Date: Nov 28, 2016
Business functions in large organizations are usually handled by software application packages. Some of the most well-known of these are from SAP, Oracle, Salesforce and Microsoft. These packages all store their data in a database. Often however it is necessary to use that data with other IT projects. In this instance being able to understand the metadata that defines these databases is critical. The challenge is that their metadata is complex, opaque and difficult to access. This paper describes how the top application packages store and use their own metadata. It explores the importance of understanding that metadata and examines the obstacles in getting at that metadata in a timely and effective manner.
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Silwood Technology
Published By: Silwood Technology     Published Date: Mar 21, 2017
Business functions in large organizations are usually handled by software application packages. Some of the most well-known of these are from SAP, Oracle, Salesforce and Microsoft. These packages all store their data in a database. Often however it is necessary to use that data with other IT projects. In this instance being able to understand the metadata that defines these databases is critical. The challenge is that their metadata is complex, opaque and difficult to access. This paper describes how the top application packages store and use their own metadata. It explores the importance of understanding that metadata and examines the obstacles in getting at that metadata in a timely and effective manner.
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Silwood Technology
Published By: WhereScape     Published Date: Aug 18, 2016
Data Vault 2.0 leverages parallel database processing for large data sets and provides an extensible approach to design that enables agile development. WhereScape provides data warehouse automation software solutions that enable Data Vault agile project delivery through accelerated development, documentation and deployment without sacrificing quality or flexibility.
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WhereScape
Published By: T4G     Published Date: Mar 15, 2017
About to embark on an advanced analytics project? Or have already started and things aren’t going as planned? This white paper will share our approach to ensure you set up for success. We will discuss aspects of data strategy and data stewardship, and why they are so important. We will outline the benefits of having a solid data strategy and how to start the data strategy conversation within your organization. We will then outline how a project’s entry point (the initial impetus for the project) impacts the scope and approach for the project. And will show you how to avoid missteps and gaps that can lead to less than stellar results or wasted effort. The white paper will touch on the importance of understanding your business drivers and how to use them as your guide to get the most out of your data driven decision making projects. Our proven approach will help ensure a successful start on your advanced analytics journey.
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T4G
Published By: Innovative Systems     Published Date: Mar 29, 2017
Planning a data quality initiative? This paper presents some of the most effective tactics used to justify a data quality initiative, present a strong business case, and get approvals from senior executives, such as: • How to demonstrate to business leadership the costs of poor data quality • The benefits of working with stakeholders to create the business case • How to calculate and present the ROI of proposed projects
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Innovative Systems
Published By: Rubrik EMEA     Published Date: Jan 04, 2019
Rubrik Cloud Data Management is a single, unified software platform to manage your physical, virtual, and cloud data. With Rubrik, enterprises can drastically simplify their data protection processes, automate workflows, and migrate data to the cloud. The results are powerful: faster recoveries, easier management, no forklift upgrades, and hard dollars saved for other projects. Organizations pursuing cloudfirst policies can use Rubrik to archive to the cloud, create cloud DR capabilities, or perform cloud-native backup. And with Rubrik’s Polaris SaaS platform, it has never been easier to unify data across data centers and clouds, simplifying operations and governance. DATA
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Rubrik EMEA
Published By: Veritas     Published Date: Jan 04, 2019
The digital business continues to evolve. Investments in data analytics projects lead the way while traditional, proprietary infrastructures are being disrupted by cloud, open source and hyperconverged paradigms. These changes are forcing IT leaders to contend with greater workload diversity in the midst of tightening budgets. And while the workload [or] IT landscape is changing, the need for reliable data protection remains as crucial as ever to protect against, data corruption, human error, and malicious threats such as ransomware. Learn how Veritas can help you navigate through these obstacles. Join us to hear experts from ESG and Veritas discuss how the right data protection solution today can prepare you for tomorrow's business demands. You will learn: The key trends that are driving change in the digital business The most common causes of data loss in tomorrow’s multi-cloud data centers How to protect an increasingly diverse environment with minimal operational overhead
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Veritas
Published By: Black Duck Software     Published Date: Feb 17, 2009
"Agile" software development is an increasingly popular development process for producing software in a flexible and iterative manner that can deliver value to the enterprise faster, reduce project risk and allow adaptation to changes more quickly.
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black duck software, open source, platform, sap, multi-source, code, source, agile development
    
Black Duck Software
Published By: List Sotheby's International Realty Pte Ltd     Published Date: Dec 10, 2018
The cooling measures announced by the government on 5 July threw the residential market into a frenzy. Within a span of five hours, over 1,000 units were sold from three new projects as buyers rushed to beat the midnight deadline to avoid paying the new higher Additional Buyer’s Stamp Duty (ABSD) rates. The 1,000 units came from three projects that were launched that night: over 500 units from Riverfront Residences in Hougang, around 300 units from Park Colonial at Potong Pasir and some 200 units from Stirling Residences in Queenstown. For the rest of the quarter, response to new launches was patchy as potential home buyers weigh affordability with opportunity cost. The residential price index edged up by a mere 0.5% q-o-q, a far cry from rises of 3.4% in Q2 and 3.9% in Q1. This moderate price increase shows that the key objective of the cooling measures, which is to achieve a more gradual but sustainable price growth, has been met. Download the full report to Learn more.
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List Sotheby's International Realty Pte Ltd
Published By: BMC ASEAN     Published Date: Dec 18, 2018
Big data projects often entail moving data between multiple cloud and legacy on-premise environments. A typical scenario involves moving data from a cloud-based source to a cloud-based normalization application, to an on-premise system for consolidation with other data, and then through various cloud and on-premise applications that analyze the data. Processing and analysis turn the disparate data into business insights delivered though dashboards, reports, and data warehouses - often using cloud-based apps. The workflows that take data from ingestion to delivery are highly complex and have numerous dependencies along the way. Speed, reliability, and scalability are crucial. So, although data scientists and engineers may do things manually during proof of concept, manual processes don't scale.
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BMC ASEAN
Published By: Coyote Point Systems     Published Date: Sep 02, 2010
At a projected market of over $4B by 2010 (Goldman Sachs), virtualizationhas firmly established itself as one of the most importanttrends in Information Technology. Virtualization is expectedto have a broad influence on the way IT manages infrastructure.Major areas of impact include capital expenditure and ongoingcosts, application deployment, green computing, and storage.
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coyote point, adc, buyer's guide, web applications, server load, server hardware, networking, virtualized network, vlb advanced
    
Coyote Point Systems
Published By: MuleSoft     Published Date: Nov 27, 2018
IT teams across industries face growing pressure to deliver projects faster while reducing costs. All too often, dated legacy systems hinder IT’s ability to accomplish either of these objectives. Legacy systems can also slow the speed at which IT can deliver new projects to support the business. For these reasons, legacy modernization has emerged as a key strategic imperative. But where should organizations start? One large global bank provides a detailed blueprint for how large enterprises can do so. Read this legacy modernization blueprint to learn: The bank’s legacy modernization strategy, and how they used Anypoint Platform Best practices for modernizing legacy SOA web services How to think about re-architecting monolithic applications into microservices The role that APIs play in driving an effective legacy modernization strategy
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MuleSoft
Published By: MuleSoft     Published Date: Nov 27, 2018
In the wake of recent legislative pressures and the formation of the Digital Transformation Agency, Australian state and federal government agencies face an imperative to deliver superior digital services to employees and citizens without a corresponding increase in budget. As a result, many agencies have turned to IT modernisation as a means of driving more cost-effective digital transformation. The key to successful execution of digital transformation initiatives depends on a new approach to integration and API strategy called API-led connectivity. In this whitepaper, you will learn: Why Australian government agencies must change how they deliver IT projects, and the role integration and an API strategy play in supporting the modernisation of government IT How to build out an API-led architecture within a government agency to realise 2-5x increases in IT productivity How best practice from initiatives like Service NSW provide a model for government agencies to pursue digital trans
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MuleSoft
Published By: MuleSoft     Published Date: Nov 27, 2018
Evolving citizen and constituent expectations have created the imperative for government to digitally transform. Delivering on digital transformation grows more challenging by the year, as the proliferation of modern technologies (e.g. SaaS, mobile, IoT) forces IT teams to rethink how to best deliver projects to their constituents and deliver on their mission. Microservices have emerged as a means through which government IT teams can increase project delivery speed without compromising on security. This whitepaper discusses the role microservices can play in government, and how API-led connectivity helps agencies to more effectively and securely implement a microservices architecture. Readers will learn: Why government IT teams must move beyond point-to-point integration How API-led connectivity supports microservices adoption in government How government can use MuleSoft’s FedRAMP In Process integration platform to rapidly develop APIs and microservices
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MuleSoft
Published By: MuleSoft     Published Date: Nov 27, 2018
Today, government IT teams are expected to deliver more services with fewer resources. Consequently, many agencies have prioritized legacy modernization, interoperability and shared service models as a means towards increasing IT delivery capacity. But those approaches are easier talked about than executed. As agencies embark on legacy modernization, it becomes imperative to open up the existing technology so that new innovations can be delivered as needed in a secure way. In this guide, produced in partnership with Govloop, we will discuss A five-play roadmap to help those in government get a better sense of where to start on modernization projects. An overview of the Information Technology Modernization Fund (ITMF). Featured government success stories highlighting their modernization projects. The IT Modernization Lifecycle, based on the recent report by the American Council for Technology-Industry Advisory Council.
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MuleSoft
Published By: MuleSoft     Published Date: Nov 27, 2018
“Today’s shoppers expect more than a transactional relationship with retailers; they want a seamless and personalized journey that reflects the context of how they shop across devices and channels. The key to success lies in connecting in-store software with online systems so retailers can provide an uninterrupted experience wherever customers shop.” - Ross Mason, Founder of MuleSoft Driving digital transformation in retail requires connectivity across an ever-increasing number of applications, data and devices. Because of this, connectivity has emerged as a bottleneck that slows the development of new applications and the adoption of new technologies to meet customer demands. In response, leading retail and CPG companies have adopted API-led connectivity, which eliminates this connectivity bottleneck and enables a 2-5x faster IT project delivery across the value chain. Download this eBook to learn: How leading retailers like Buffalo Wild Wings, TAL Apparel and PetSmart are leverag
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MuleSoft
Published By: MuleSoft     Published Date: Nov 27, 2018
Today, government IT teams are expected to deliver more services with fewer resources. Consequently, many agencies have prioritized legacy modernization, interoperability, and shared service models as a means towards increasing IT delivery capacity. We propose that successful execution of these initiatives within the confines of a strictly managed budget requires a new approach to integration, one centered around APIs. Our recommended approach, API-led connectivity, builds on the principles of reuse first outlined by SOA, while avoiding many of the pitfalls that limited the success of heavyweight SOA implementations. In this whitepaper, you will learn: What forces drive digital transformation in federal government, and what role integration plays in supporting digital transformation How a civilian federal agency leveraged APIs to modernize legacy systems and accelerate the speed of integration How to build out an API-led architecture within a government agency to accelerate project
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MuleSoft
Published By: ASG Software Solutions     Published Date: Jul 28, 2008
Targeted at IT executives responsible for both the financial and ultimate project oversight of an enterprise CMDB initiative, this white paper sets expectations for ROI calculations for CMDB initiatives, provides basic ROI best practices, and gives readers sufficient insight to move forward with their CMDB project.
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asg, cmdb, bsm, itil, bsm, bsp, metacmdb, roi, configuration management, metadata, metacmdb, lob, sdm, service dependency mapping, ecommerce, bpm, workflow, itsm, critical application, cms
    
ASG Software Solutions
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