Best Practices for Scaling a Big Data Analytics Project
|
|
- Charles Sims
- 8 years ago
- Views:
Transcription
1 Best Practices for Scaling a Big Data Analytics Project
2 Putting an effective "big data" analytics plan in place can be a challenging proposition; thankfully, many proven data management and business intelligence best practices translate well to big data analytics. Discover best practices for scaling your big data project once you get started. Familiar Disciplines By: Beth Stackpole, Contributor With new terms, new skill sets, new products and new providers, the world of big data analytics can seem unfamiliar, but tried-and-true data management best practices do hold up well in this still-emerging discipline. As with any business intelligence (BI) and data warehouse initiative, experts say it s critical to have a clear understanding of an organization s data management requirements and a well-defined strategy before venturing too far down the big data analytics path. Big data analytics is widely hyped, and companies across all sectors are being flooded with new data sources and ever-larger amounts of information. Yet, making a big investment to attack the big data problem without first figuring out how doing so can really add value to the business is one of the most serious missteps for would-be users. Don t get too hung up on the technology -- start from a business perspective and have the conversation between the CIO, data scientists and businesspeople to figure out what the business objectives are and what value can be derived, and drive backwards from there, said David Menninger, an analyst at Ventana Research Inc. who focuses on BI, analytics and information management technologies. Defining exactly what data is available and mapping out how an organization can best leverage those resources is a key part of that exercise. CIOs, IT managers and BI and data warehouse professionals need to examine what Page 2 of 5
3 data is being retained, aggregated and utilized and compare that with what data is being thrown away, Menninger said. It s also critical, he added, to consider external data sources that are currently not being tapped but could be a compelling addition to the mix. Even if companies aren t sure how and when they plan to jump into big data analytics, there are benefits to going through this kind of an evaluation sooner rather than later, according to Menninger. And beginning the process of capturing data can also make you better prepared for the eventual leap. Even if you don t know what you re going to use it for, start capturing the information, he said. Otherwise, there is a missed opportunity, because you won t have that rich history of information [to draw on]. Start small with big data Analyzing big data sets is yet another instance where it makes sense to define small, high-value opportunities and use them as a starting point. As companies expand the data sources and types of information they re looking to analyze, and start to create the all-important analytical models that can help them uncover patterns and correlations in both structured and unstructured data, they need to be vigilant about homing in on the findings that are most important to their stated business objectives. If you end up in a place where all you re doing is looking for new patterns and you can t do anything with them, you ve hit a dead spot, said Gartner Inc. analyst Yvonne Genovese. ComScore Inc., a Reston, Va.-based company that tracks Internet usage and provides Web analytics and marketing intelligence services to corporate customers, knew early on that it would need some sort of big data strategy. But it picked very targeted spots and built out its big data analytics program over time. We started with small bites -- taking individual [data] flows and migrating them into different systems, said Will Duckworth, comscore s vice president of software engineering. If you re working with any kind of scale, you can t roll something like this out overnight. Page 3 of 5
4 Scale is something comscore is very conscious of, given the amount of data the company processes. Back in 2009, when it started collecting 300 million records a day, Duckworth began searching in earnest for a new set of systems and a technology infrastructure that could handle comscore s data processing needs -- now totaling 23 billion records a day and still growing -- in a far more cost-efficient fashion. but don t forget to think big Leveraging open source Hadoop technologies and emerging packaged analytics tools, Duckworth has been able to make the open source environment more familiar to business analysts trained in using SQL. He says companies need to consider scale as a primary factor when mapping out a big data analytics roadmap. You have to consider what the ramp-up will look like -- how much data will you be putting in six months from now, how many more servers will you need to handle that, is the software up to the task, he explained. People don t think about how much it is going to grow or how popular the solution might be once it s rolled into production. The other thing companies commonly lose sight of as they get enveloped in the new normal that is big data is that the old normal rules around data management still apply. Information governance practices are just as important today with the notion of big data as they were yesterday with data warehousing, said Marcus Collins, another Gartner analyst. Even though companies want flexibility in terms of processing, remember that information is a corporate asset and should be treated as such. Page 4 of 5
5 Free resources for technology professionals TechTarget publishes targeted technology media that address your need for information and resources for researching products, developing strategy and making cost-effective purchase decisions. Our network of technology-specific Web sites gives you access to industry experts, independent content and analysis and the Web s largest library of vendor-provided white papers, webcasts, podcasts, videos, virtual trade shows, research reports and more drawing on the rich R&D resources of technology providers to address market trends, challenges and solutions. Our live events and virtual seminars give you access to vendor neutral, expert commentary and advice on the issues and challenges you face daily. Our social community IT Knowledge Exchange allows you to share real world information in real time with peers and experts. What makes TechTarget unique? TechTarget is squarely focused on the enterprise IT space. Our team of editors and network of industry experts provide the richest, most relevant content to IT professionals and management. We leverage the immediacy of the Web, the networking and face-to-face opportunities of events and virtual events, and the ability to interact with peers all to create compelling and actionable information for enterprise IT professionals across all industries and markets. Related TechTarget Websites Page 5 of 5
Big Data BI and analytics: Tips and best practices for managing bigdata
E-Guide Big Data BI and analytics: Tips and best practices for managing bigdata When organizations are ready to analyze big data they often have big challenges. How do you prioritize and organize exponentially
More informationSkills shortage, training present pitfalls for big data analytics
present pitfalls for big The biggest challenges related to big data analytics, according to consultants and IT managers, boil down to a simple one-two punch: The technology is still fairly raw and user-unfriendly,
More informationBig Data and the Data Warehouse
Big Data and the Data Warehouse When the phrase big data management hit the data management and business intelligence (BI) industry, it had many IT professionals wondering if it would be the real deal
More informationData warehouse software bundles: tips and tricks
Data software bundles: tips and tricks Data software bundles: Data The emergence of data appliances has broadened the potential uses of business intelligence (BI) and analytics within many organizations
More informationTips to ensuring the success of big data analytics initiatives
Tips to ensuring the success of big data Big data analytics is hot. Read any IT publication or website and you ll see business intelligence (BI) vendors and their systems integration partners pitching
More informationE-Guide GROWING CYBER THREATS CHALLENGING COST REDUCTION AS REASON TO USE MANAGED SERVICES
E-Guide GROWING CYBER THREATS CHALLENGING COST REDUCTION AS REASON TO USE MANAGED SERVICES M id-sized companies plan to use more managed services and many see it as improving security. Read on to find
More informationBig Data business intelligence and analytics: Strategies for gleaning meaning from large data volumes
E-Book Big Data business intelligence and analytics: Strategies for gleaning meaning from large When organizations are ready to analyze big data they often have big challenges. How do you prioritize and
More informationE-Guide CLOUD COMPUTING FACTS MAY UNCLENCH SERVER HUGGERS HOLD
E-Guide CLOUD COMPUTING FACTS MAY UNCLENCH SERVER HUGGERS HOLD T o d ay, n e a r ly e v e r y IT function is available as a cloud-based service: email, payroll, HR, analytics, and on and on. While higher-level
More informationHybrid cloud computing explained
computing explained A few years ago, the IT industry was focused on public cloud computing. Then after facing public cloud security issues, the focus shifted to private clouds. And now the focus has shifted
More informationAdvanced analytics key component for decision management systems
decision management In the last 20 to 30 years, companies have faced significant changes in how they perform their day-to-day operations, and so have the analytics used to make decisions. In this Q&A Tip
More informationRethink defense-in-depth security model
e-guide E-Guide Rethink defense-in-depth By Mike Rothman Rethink defense-in-depth T oday s endpoint security modevl is failing. What s next? Learn why endpoint defense-in-depth controls must assume the
More informationE-Guide BRINGING BIG DATA INTO A DATA WAREHOUSE ENVIRONMENT
E-Guide BRINGING BIG DATA INTO A DATA WAREHOUSE ENVIRONMENT I n many organizations, the growing volume and increasing complexity of data are straining performance and highlighting the limits of the traditional
More informationE-Guide THE CHALLENGES BEHIND DATA INTEGRATION IN A BIG DATA WORLD
E-Guide THE CHALLENGES BEHIND DATA INTEGRATION IN A BIG DATA WORLD O n one hand, while big data applications have eliminated the rigidity of the data integration process, they don t take responsibility
More informationE-Guide CONSIDERATIONS FOR EFFECTIVE SOFTWARE LICENSE MANAGEMENT
E-Guide CONSIDERATIONS FOR EFFECTIVE SOFTWARE LICENSE MANAGEMENT F or many reasons, has become a critical issue for many IT organizations and enterprise s alike. With many licensing options, hurdles and
More informationios7: 3 rd party or platform-enabled MAM? Taking a look behind the scenes with Jack Madden
ios7: 3 rd party or platform-enabled? Taking a look behind the scenes with Jack Madden party and platform-enables difference between 3rd party and platform-enabled Jack Madden You re probably well aware
More informationDoes consolidating multiple ERP systems make sense?
Does consolidating make sense? Many manufacturers run or multiple instances of one system as a result of past mergers and acquisitions; others choose to deliberately adopt different systems to meet compliance
More informationBenefits of virtualizing your network
While server virtulization can improve your infrastructure as a whole, it can affect. Extending virtualization to can eliminate any unnecessary impacts and allow you to maximize your virtual investment.
More informationE-Guide HOW THE VMWARE SOFTWARE DEFINED DATA CENTER WORKS: AN IAAS EXAMPLE
E-Guide HOW THE VMWARE SOFTWARE DEFINED DATA CENTER WORKS: AN IAAS EXAMPLE T he VMware software-defined data center turns virtualization into Infrastructure as a Service with automation and self-service.
More informationE-Guide THE LATEST IN SAN AND NAS STORAGE TRENDS
E-Guide THE LATEST IN SAN AND NAS STORAGE TRENDS B lock-based SANs and file-based networkattached storage are traditional technologies, and new trends and innovations continue to emerge with these age
More informationMaking the move from a tactical to a strategic supply chain
a tactical to a strategic Top five analytics Supply chain analytics appears to be a poorly understood technology in dire need of some best practices. Supply chain analytics and manufacturing BI raise cultural
More informationE-Guide NETWORKING MONITORING BEST PRACTICES: SETTING A NETWORK PERFORMANCE BASELINE
E-Guide NETWORKING MONITORING BEST PRACTICES: SETTING A NETWORK PERFORMANCE BASELINE W hy the need for a baseline? A baseline is a set of metrics used in network performance monitoring to define the normal
More informationHow to Develop Cloud Applications Based on Web App Security Lessons
Applications Based on Before moving applications to the public cloud, it is important to implement security practices and techniques. This expert E-Guide provides guidance on how to develop secure applications
More informationGUIDELINES FOR EVALUATING PROCUREMENT SOFTWARE
Solution Spotlight GUIDELINES FOR EVALUATING PROCUREMENT SOFTWARE SearchFinancial Applications selection C hoosing the right can be challenging, especially as purchasing has evolved to encompass the basics
More informationThe State of Desktop Virtualization in 2013: Brian Madden analyzes uses cases, preferred vendors and effective tools
The State of Desktop Virtualization in 2013: Brian Madden analyzes uses cases, preferred vendors and effective tools Why have virtual desktops been positioned as a cure-all for many of today s endpoint
More information6 Point SIEM Solution Evaluation Checklist
With the evolution of security information and event management (SIEM) tools, it is important to recognize the benefits of SIEM technology. Analysis of automation and intelligence are major advantages
More informationSocial Media-based Customer Loyalty Programs
Social Media-based Customer Loyalty Programs Industry-wide, organizations are searching for ways to use social channels to improve. Many are finding that they need the right tools and plans in place to
More informationE-Guide SIX ENTERPRISE CLOUD STORAGE AND FILE-SHARING SERVICES TO CONSIDER
E-Guide SIX ENTERPRISE CLOUD STORAGE AND FILE-SHARING SERVICES TO CONSIDER E ach enterprise cloud service has different capabilities. This expert E-Guide deep dives into how to know what you re getting
More informationOrder Management System Best Practices
Order Management System Best Practices For most organizations, order management taking, fulfilling and shipping orders is far from simple. In fact, there are some common holes in order management software
More informationSocial channels changing contact center certification
changing contact center certification Companies can expect big changes in contact center certification beginning next year. Many will see overhauled programs for certifications that address the full range
More informationExchange Server 2010 backup and recovery tips and tricks
Exchange Server backup and recovery tips and tricks Exchange Server backup and recovery Exchange Server A big part of your job as an Exchange Server administrator involves preparing for and recovering
More informationHOW MICROSOFT AZURE AD USERS CAN EMPLOY SSO
E-Guide HOW MICROSOFT AZURE AD USERS CAN EMPLOY SearchSecurity HOW MICROSOFT AZURE AD USERS CAN EMPLOY T echnology journalist David Strom explaims how to use Azure Active Directory and Azure Multifactor
More informationSecuring the SIEM system: Control access, prioritize availability
The prospect of a SIEM system crash or compromise should scare any enterprise given the role it plays in an organization s security infrastructure. This expert E-Guide discusses the implications of a compromised
More informationHOW TO SELECT THE BEST SOLID- STATE STORAGE ARRAY FOR YOUR ENVIRONMENT
E-Guide HOW TO SELECT THE BEST SOLID- STATE STORAGE ARRAY FOR YOUR ENVIRONMENT SearchSolidState Storage P erformance is the driving factor for the vast majority of companies considering a solid-state storage
More information5 free Exchange add-ons you should consider Eliminating administration pain points on a budget
5 free Exchange add-ons you should Eliminating administration pain points on a budget There are countless cost-free ways to supplement the basic features that come with Exchange and that help to streamline
More informationE-Guide MANAGING AND MONITORING HYBRID CLOUD RESOURCE POOLS: 3 STEPS TO ENSURE OPTIMUM APPLICATION PERFORMANCE
E-Guide MANAGING AND MONITORING HYBRID CLOUD RESOURCE POOLS: 3 STEPS TO ENSURE OPTIMUM APPLICATION PERFORMANCE W orking with individual in hybrid cloud can be complex, but Quality of Experience can be
More informationStrategies for Writing a HIPAA-Friendly BYOD Policy
Strategies for Writing a HIPAA-Friendly BYOD Policy Strategies for Friendly With bring-your-own-device (BYOD) on the rise, it is essential for CIOs to secure their networks against data breaches especially
More information2013 Cloud Storage Expectations
2013 Cloud Storage Expectations cloud A recent TechTarget Survey suggests that while many IT budgets are decreasing or remaining flat, cloud projects are still on the rise and will continue to be throughout
More informationUnlocking data with document capture and imaging
Unlocking data with capture and imaging Unlocking data with Before organizations can banish paper from the office, proper and capture processes must be adopted. This E-Guide reveals the keys to effective
More informationE-Guide WHAT IT MANAGERS NEED TO KNOW ABOUT RISKY FILE-SHARING
E-Guide WHAT IT MANAGERS NEED TO KNOW ABOUT RISKY FILE-SHARING E mployees are circumventing IT protocols and turning to unsanctioned tools such as file-sharing, messaging, collaboration and social media
More informationA Guide to MAM and Planning for BYOD Security in the Enterprise
A Guide to MAM and Planning for BYOD Bring your own device (BYOD) can pose a couple different challenges, not only the issue of dealing with security threats, but also how to handle mobile applications.
More informationAligning Public Cloud Strategies to Improve Server Efficiency
How to Successfully Implement Cloud Strategies Aligning Rather than simply being swept up in the cloud computing trend, IT admins must be careful to implement cloud strategies that match their organization's
More informationHow SSL-Encrypted Web Connections are Intercepted
Web Connections are Web Connections Are When an encrypted web connection is intercepted, it could be by an enterprise for a lawful reason. But what should be done when the interception is illegal and caused
More informationHow to Define SIEM Strategy, Management and Success in the Enterprise
How to Define SIEM Strategy, Management and Success in the Enterprise Security information and event management (SIEM) projects continue to challenge enterprises. The editors at SearchSecurity.com have
More informationSupply Chain Management Tips and Best Practices
Supply Chain Management Tips and Best Practices According to Aberdeen Group, as companies seek to contain or cut supply chain management (SCM) costs, they are prioritizing increasing supply chain visibility,
More informationSocial media driving CRM strategies
Rapid changes in social computing, mobile and customer analytics are driving shifts in. In a recent survey, IT identified establishing a CRM strategy as the second greatest challenge, behind instituting
More informationManaging Data Center Growth Explore Your Options
Managing Growth Explore Your Options Managing Growth: Managing The increasing demand on data centers has forced many IT managers to look for new ways to manage data center growth, either by consolidating,
More informationE-Guide to Mobile Application Development
Mobilizing enterprise applications for the consumerization of for The rise of the mobile device in the enterprise is changing the way users access and share information at work, as well as how developers
More informationSolution Spotlight KEY OPPORTUNITIES AND PITFALLS ON THE ROAD TO CONTINUOUS DELIVERY
Solution Spotlight KEY OPPORTUNITIES AND PITFALLS ON THE ROAD TO CONTINUOUS DELIVERY C ontinuous delivery offers a number of opportunities and for organizations. By automating the software buildtest-deployment
More informationE-Guide VIDEO CONFERENCING SOFTWARE AND HARDWARE: HYBRID APPROACH NEEDED
E-Guide VIDEO CONFERENCING SOFTWARE AND HARDWARE: HYBRID APPROACH NEEDED M obility spurs video conferencing software need; users want software-and cloud-based offerings to interoperate with their legacy
More informationE-Guide UNDERSTANDING PCI MOBILE PAYMENT PROCESSING SECURITY GUIDELINES
E-Guide UNDERSTANDING PCI MOBILE PAYMENT PROCESSING SECURITY GUIDELINES I n this E-Guide, Mike Chapple; a Search- Security.com expert discusses the new PCI Mobile Payment Acceptance Security Guidelines
More informationE-Guide SHAREPOINT UPGRADE BEST PRACTICES
E-Guide SHAREPOINT UPGRADE BEST PRACTICES I n keeping with its practice of updating the collaboration platform SharePoint roughly every three years, Microsoft delivered another version,. Not that it is
More informationHyper-V 3.0: Creating new virtual data center design options Top four methods for deployment
Creating new virtual data center design options Top four for deployment New features of Hyper-V provide IT pros with new options for designing virtual data centers. Inside this e-guide, our experts take
More informationCustomer data analytics best practices from top performers
E-Guide Customer data analytics best practices from top performers Companies are challenged in a number of areas in effective utilization of customer data analytics. However, a few capabilities and best
More informationE-Guide BEST PRACTICES FOR CLOUD BASED DISASTER RECOVERY
E-Guide BEST PRACTICES FOR CLOUD BASED DISASTER RECOVERY and mean for F or IT managers, has always been high priority, however the new IT landscape and increased deployment of cloud has complicated the
More informationEvaluating SaaS vs. on premise for ERP systems
Evaluating SaaS vs. on premise Increasingly organizations are given more options and evaluating SaaS vs. on premise options can be challenging for organizations. In this expert E-Guide, readers will learn
More informationSolution Spotlight BEST PRACTICES FOR DEVELOPING MOBILE CLOUD APPS REVEALED
Solution Spotlight BEST PRACTICES FOR DEVELOPING MOBILE CLOUD APPS REVEALED T here s two ways you can build your mobile applications: native applications, or mobile cloud applications. Which option is
More informationIs Your Data Safe in the Cloud?
Is Your Data Safe in the? Is Your Data Safe in the? : Tactics and Any organization likely to be using public cloud computing are also likely to be storing data in the cloud. Yet storing data in the cloud
More informationBUYING PROCESS FOR ALL-FLASH SOLID-STATE STORAGE ARRAYS
E-Guide BUYING PROCESS FOR ALL-FLASH SOLID-STATE STORAGE ARRAYS SearchSolidState Storage A ll-flash storage arrays are becoming Tier-1 storage for mission-critical data. This e-guide showcases the progression
More informationExpert guide to achieving data center efficiency How to build an optimal data center cooling system
achieving data center How to build an optimal data center cooling system Businesses can slash data center energy consumption and significantly reduce costs by utilizing a combination of updated technologies
More informationSoftware Defined Networking Goes Well Beyond the Data Center
Software Defined Goes Well Software Defined Goes Well Software-defined networking (SDN) is already changing the data center network, but now the technology could redefine other parts of the network, as
More informationThe changing face of scale-out networkattached
scale-out network-attached scale-out network-attached By: Carol Sliwa The face of network-attached (NAS) is changing. Enterprise IT shops are increasingly seeking out the latest wave of scale-out network-attached
More informationWHAT S INSIDE NEW HYPER- CONVERGED SYSTEMS
E-Guide WHAT S INSIDE NEW HYPER- CONVERGED SYSTEMS SearchDataCenter D ata center managers have a handful of new converged and hyper-converged infrastructure to choose from, and though there are components
More informationManaging the supply chain for SAP
Managing the supply chain for SAP Supply chain projects around collaboration with suppliers, contract lifecycle management and transportation management can provide a quick return on investment (ROI) for
More informationStreamlining the move to the cloud. Key tips for selecting the right cloud tools and preparing your infrastructure for migration
Streamlining the move to the cloud Key tips for selecting the right cloud tools and preparing your infrastructure for migration When planning for a, you must (1) carefully evaluate various cloud tools
More informationEssentials Guide CONSIDERATIONS FOR SELECTING ALL-FLASH STORAGE ARRAYS
Essentials Guide CONSIDERATIONS FOR SELECTING ALL-FLASH STORAGE ARRAYS M ost storage vendors now offer all-flash storage arrays, and many modern organizations recognize the need for these highperformance
More informationCLOUD APPLICATION INTEGRATION AND DEPLOYMENT MADE SIMPLE
E-Guide CLOUD APPLICATION INTEGRATION AND DEPLOYMENT MADE SIMPLE SearchCloud Applications C loud application integration and continue to be some of the top for software developers. In this e-guide, learn
More informationAdvantages on Green Cloud Computing
Advantages on Green Advantages of Green A growing number of organizations are becoming more green-conscious as there are several advantages of green IT. In this e-guide, brought to you by SearchDataCenter.com,
More informationThe skinny on storage clusters
The skinny on storage clusters Storage clustering can mean different things based on the vendor and the architecture which the technology is built on, but the features or benefits are usually similar across
More informationCloud Business Intelligence Trends to Watch
Cloud Business Trends to Watch Cloud Business Trends to Watch, Analytics For the Business intelligence and analytics industry, there were many successes and hypes during 2012. Big data was arguably the
More informationMOBILE APP DEVELOPMENT LEAPS FORWARD
E-Guide MOBILE APP DEVELOPMENT LEAPS FORWARD SearchSOA B ackend as a Service (BaaS) is making waves in the mobile application development space. In this e-guide, learn how you can implement BaaS and how
More informationDesktop virtualization: Best practices for a seamless deployment
Desktop virtualization: Best practices for a For years, virtualization efforts have centered on servers and storage, as opposed to desktops and rightfully so. The technology has evolved faster with fewer
More informationE-Guide CONSIDER SECURITY IN YOUR DAILY BUSINESS OPERATIONS
E-Guide CONSIDER SECURITY IN YOUR DAILY BUSINESS OPERATIONS T his e-guide teaches you the importance of collaboration on a micro level for defending against cyber threats. Learn how to embed security practices
More informationManaging Virtual Desktop Environments
Managing Virtual Desktop Environments Desktop virtualization can be extremely beneficial to a company's operating system environment. Yet while working through the virtualization planning process, IT professionals
More informationCLOUD SECURITY CERTIFICATIONS: HOW IMPORTANT ARE THEY?
E-Guide CLOUD SECURITY CERTIFICATIONS: HOW IMPORTANT ARE THEY? SearchCloud Security M ore and more certifications are being created around cloud security. An expert looks at some of the more prominent
More informationE-Guide CRM: THE INTEGRATION AND CONSOLIDATION PAYOFF
E-Guide CRM: THE INTEGRATION AND CONSOLIDATION PAYOFF T o move ahead with CRM, especially when social networking is concerned, companies must integrate consumer data and support seamless interactions with
More informationThe state of cloud adoption in India The use cases, industry trends, business demands, and user expectations driving cloud adoption in Indian
The state of cloud adoption in India The use cases, industry trends, business demands, and user expectations driving cloud adoption in Indian organizations IT Professionals at organizations based in India
More informationTIPS TO HELP EVALUATE AND DEPLOY FLASH STORAGE
E-Guide TIPS TO HELP EVALUATE AND DEPLOY FLASH STORAGE SearchSolidState Storage F lash storage might seem like an easy answer for your applications because of its high performance, but deciding where to
More informationCloud Security Certification Guide What certification is right for you?
What certification is right for you? This exclusive guide examines the available cloud security certifications that can translate to better career opportunities -- and a higher salary -- for you as cloud
More information5 ways to leverage the free VMware hypervisor Key tips for working around the VMware cost barrier
5 ways to leverage the free VMware Key tips for working around the VMware cost barrier While a free VMware virtualization setup only provides a limited list of features and functionalities, the shortcomings
More informationBest Practices for Database Security
Database Security Databases contain a large amount of highly sensitive data, making database protection extremely important. But what about the security challenges that can pose a problem when it comes
More informationPreparing for the cloud: Understanding the infrastructure impacts Eight essential tips for a successful cloud migration
Eight essential tips for a successful How a The move to the cloud is happening and it s happening now. But before you jump start your cloud migration project, be sure you understand how to adequately prepare
More informationKey Trends in the Identity and Access Management Market and How CA IAM R12 Suite Addresses These Trends
A Podcast Briefing produced by Key Trends in the Identity and Access Management Market and How CA IAM R12 Suite Addresses These Trends Sponsored By: Key Trends in the Identity and Access Management Market
More informationFIVE PERVASIVE FLASH-BASED STORAGE MYTHS
E-Guide FIVE PERVASIVE FLASH-BASED STORAGE MYTHS SearchSolidState Storage F lash has rapidly moved from a niche storage product that was used to differentiate storage vendors to a ubiquitous technology.
More informationVirtualization backup tools: How the field stacks up
tools: How the field Searching for the right virtual backup tools can be a grueling process. While there are plenty of available options, you must make sure to select the most effective products for a
More informationHR Managers Focus on Recruiting Experience as War for Talent Intensifies
HR Managers Focus on Recruiting Experience as War for Talent Intensifies In today's competitive market for quality talent, it s just as important for the business to make a lasting impression on candidates
More informationKey best practices for cloud testing
Key best s for testing Key best s for testing and your testing Doing software testing in environments offers economies and scalability possibilities that are intriguing to software development companies
More information3 common cloud challenges eradicated with hybrid cloud
3 common cloud eradicated 3 common cloud eradicated Cloud storage may provide flexibility and capacityon-demand benefits but it also poses some difficult that have limited its widespread adoption. Consequently,
More informationUp your game with a Predictive Analytics Program
Up your game with a Predictive Analytics Program The widespread adoption of predictive analytics has been at the mercy of two opposing forces over the past two decades. Business intelligence (BI) software
More informationLTO tape technology continues to evolve with LTO 5
with LTO 5 Despite the predictions from industry experts, tape isn t dead yet and it continues to serve as a low-cost option for long-term storage for many organizations. Like all data center technologies
More informationE-Guide HOW A TOP E-COMMERCE STRATEGY LEADS TO STRONG SALES
E-Guide HOW A TOP E-COMMERCE STRATEGY LEADS TO STRONG SALES A ccording to Forrester Research, e-commerce efforts will bring in $280 million in 2015. Companies who want a part of this growing market will
More informationHow To Protect Your Online Backup From Being Hacked
Cloud Backup: Pros, Cons, and Cloud backup has taken the storage world by storm, and most IT professionals have given some serious thought to implementing it. But before you get started on your cloud backup
More informationE-Business Risk: The Coming SaaS As a Service
Cloud ERP: Growth, Trends and Outlook As Software as a Service (SaaS) applications become increasingly pervasive, many businesses even those in traditionally conservative industries such as manufacturing
More informationCALCULATING ROI FOR STORAGE VIRTUALIZATION IS TRICKY
e-guide E-Guide CALCULATING ROI FOR STORAGE VIRTUALIZATION IS TRICKY B efore deploying, IT professionals must be sure that the benefits of this technology justify the acquisition expenses. This lesson
More information- Solution Spotlight ACCELERATING APPLICATION DEPLOYMENT WITH DEVOPS
- Solution Spotlight ACCELERATING APPLICATION DEPLOYMENT WITH DEVOPS B ringing together development, testing and operations can help organizations address many traditional and application deployment challenges.
More informationMDM features vs. native mobile security
vs. : Mobile device management or MDM plays a critical role in, but should always trump native security features of mobile devices? Lisa Phifer weighs in on how to choose the best approach for your workforce.
More informationE-Guide HADOOP MYTHS BUSTED
E-Guide HADOOP MYTHS BUSTED I n many organizations, the growing volume and increasing complexity of data are straining performance and highlighting the limits of the traditional data warehouse. Today,
More informationHow To Manage Big Data
E-Guide Real-world Big Data strategies for analytics For some organizations, one of the biggest challenges associated with managing and analyzing super-large data sets is finding valuable information that
More informationCloud Storage: Top Concerns, Provider Considerations, and Application Candidates
Cloud Storage: Top Concerns, Provider Considerations, and Application Candidates As cloud technology and deployment models become increasingly sophisticated, once-wary storage professionals are plunging
More informationSolution Spotlight PREPARING A DATABASE STRATEGY FOR BIG DATA
Solution Spotlight PREPARING A DATABASE STRATEGY FOR BIG DATA C ompanies need to explore the newer approaches to handling large data volumes and begin to understand the limitations and that come with technologies
More information