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IBM DB2 is a relational DBMS with built-in aid for a few NoSQL capabilities, together with XML, graph shop and Java Script demur Notation (JSON). Used by using organizations of complete sizes, DB2 offers a knowledge platform for both transactional and analytical operations in addition to continuous availability of records to retain transactional workflows and analytics operating effectively.OSes DB2 supports
DB2 is purchasable for three basic systems:
DB2 helps these Unix versions: AIX, Solaris and HP-UX; Linux versions include red Hat, SUSE, Ubuntu and Linux on pSeries and system z.
DB2 for i comes pre-installed on the iSeries server and, as such, may not breathe addressed here.DB2 aspects
The present edition of DB2 for LUW is 11.1, launched in 2nd quarter 2016. This liberate specializes in advancements to BLU Acceleration and pureScale performance.
BLU Acceleration, delivered to DB2 in edition 10.5, offers a column store potential, as well as technological efficiency boosts for actionable compression, exploitation of the one steer varied information (SIMD) capabilities of coincident CPUs, and facts skipping expertise.
For DB2 eleven, BLU Acceleration will furthermore breathe deployed across a hugely parallel processing (MPP) community cluster structure. BLU Acceleration will furthermore breathe used in database partitioning facility environments for MPP scale out, which could enrich query performance for colossal partitioned purposes. additionally, this version improves in-reminiscence capabilities for column-prepared tables and integration with IBM data Server manager to resolve workloads and investigate even if they could benefit from column-oriented tables.
DB2 for LUW eleven additionally adds uphold for top Availability catastrophe healing, or HADR, in pureScale clustered DB2 databases. statistics may furthermore breathe mirrored from a main pureScale database cluster to a 2nd local or far off standby cluster, thereby improving recoverability. An further growth for pureScale is the birth of on-line fix pack update support, enabling clients to observe DB2 eleven.1 fix packs to particular person individuals operating in a pureScale cluster without having to seize the entire cluster offline.
On the security entrance, DB2 11 permits the exercise of traffic key administration systems for storing aboriginal encryption master keys. The DB2 advanced restoration function is a bundle of database backup, recovery and information extraction rig that can uphold users improve availability, mitigate possibility and optimize administrative projects.
The present version of DB2 for z/OS is 11, which become launched in October 2013. Highlights of DB2 eleven for z/OS consist of efficiency and availability enhancements, superior analytics capabilities, application compatibility features, improved access direction balance and archive transparency. IBM furthermore offers the IBM DB2 Analytics Accelerator, which is an add-on to DB2 for z/OS for speeding up analytical queries.
DB2 for LUW requires two configuration files: the Database manager configuration file containing configuration parameters for an entire illustration, and Database configuration info for each database.
DB2 for LUW is additionally embedded into IBM's database PureData appliance, enabling turnkey implementation of DB2 with out the time-ingesting installing and configuration required of a traditional DBMS installing.
DB2 for z/OS is attach in as a subsystem with accessories for database services, lock administration, distributed request processing and connecting to other mainframe agents. The subsystem is configured with a set of parameters called the DSNZPARMs.DB2 choices
As of edition eleven, IBM presents eight variants of DB2 for LUW:
moreover, DB2 categorical-C edition, an entry-level version of the DB2 records server for the developer and companion community, is purchasable for free of charge. It may furthermore breathe attach in on physical or digital techniques with any volume of CPU and RAM, and is optimized to fritter away to a highest of two cores and 16 GB of reminiscence.DB2 records kinds
DB2 supports the regular numeric, persona, and date/time records varieties neatly as LOBs, XML and consumer-defined varieties. JSON is supported by passage of DB2 JSON, a driver-primarily based acknowledge that supplies JSON statistics representation within the context of an RDBMS.DB2 benchmarks
IBM has published a lot of TPC benchmarks for DB2 on complete platforms supported. IBM sells DB2 for LUW direct, through traffic partners, online and through utility particular licensing, which allows for vendors corresponding to SAP to license and promote DB2 relational DBMS as a piece of their functions.
Pricing is in keeping with processor value unit (PVU), which is a unit of measure that IBM uses to license its application. IBM applies a PVU signify to each and every core of a processor. The pricing is then in accordance with the number of PVUs for the processor and via the number of processors made obtainable to DB2.
The developer version is licensed through authorized user, no longer PVU. There are extra nuances to pricing and licensing in keeping with DB2 variations that are not coated here.DB2 licensing
The license cost for DB2 includes first-12 months benefit and subscription, entitling the proprietor to contact IBM for steer as well as to down load fixes and upgrades to future types/releases of the product.
DB2 for z/OS relational DBMS is offered without detain with the aid of IBM and is licensed as a month-to-month license can permeate (MLC) product. There are numerous metrics attainable for pricing MLC items. A ninety-day free ordeal down load is obtainable from the IBM web site.
about the authorCraig S. Mullins is an information management strategist, researcher, consultant and creator with greater than 30 years of sustain in complete facets of database techniques development. he's president and essential advisor of Mullins Consulting Inc. and publisher/editor of TheDatabaseSite.com. e mail him at email@example.com.
e mail us at firstname.lastname@example.org and observe us on Twitter: @sDataManagement.
this text was updated in September 2016.
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The LHC is rarely effectively the strongest particle accelerator ever created. handling the huge amounts of statistics it produces has required the creation of 1 of the biggest computing device grids on the earth. The planning and checking out of the compute facilities has been taking location for years, however's just recently that the grid has had to seize keeping of the output from genuine collisions. How did it do? "From the IT standpoint, they failed to observe when the beams came on," eminent CERN's Wolfgang von Rueden, "We had confirmed it with a worthy deal bigger throughput conditions."
still, no longer everything is working rather in line with plan. von Rueden talked about that the initial expectations for the LHC's computing grid had predicted lessen network efficiency and a reliance on tape; as an alternative, the network has made it easier to shuffle massive facts sets between compute centers, and the price and efficiency of difficult drives believe grew to become out more suitable than expected. Von Rueden gave us a short overview of the computing setup at CERN, what they've realized from putting every slight thing in vicinity for the LHC, and how some main companies are relying on CERN's event to increase their items.moving information
despite the fact CERN has some enormous computing elements, they contribute handiest about 10-15 % of the overall CPU energy dedicated to the information popping out of the LHC, and many of the travail on-web site is dedicated to slicing down on the information that needs to breathe saved. The LHC produces passage more facts than they can possibly store, and many of the collisions relent a twig of mundane particles we're already vigilant about. a significant volume of computing vigor—about 2,000 CPUs at every of the four detectors—is committed to filtering the wonderful collisions out of the historical past.
(One physicist in comparison this system to selecting traffic accidents when given photos of an intersection where the traffic light alterations colors tens of millions of times between incidents.)
The filtering reduces the circulation of information from a petabyte (PB) a second to a gigabyte per 2nd, which is then transferred from the detectors to the leading compute facility via a committed 10Gbps connection. as soon as there, it has to breathe kept, and von Rueden instructed us that the preparatory device had been to exercise tape for that; privilege now, they believe about 50PB of tape storage, handled by passage of a group of robotic storage hardware. nonetheless, they believe been discovering that disk storage is working smartly, and believe scaled that up to 20PB worth of storage.
The disks are managed as a cloud provider, with arrays of drives attached to Linux containers in JBOD (only a Bunch Of Disks) mode. every of those boxes receives a 1Gbps connection, and any CPU within the storage cluster can examine records from any of the disks.
one of the explanations for the elevated reliance on disks is the network that connects the world grid to CERN. "since the networking is going so smartly, filling the pipes can outrun tapes," von Rueden advised Ars. at the moment, that network is operating at 10 times its deliberate means, with eleven committed connections operating at 10Gbps, and an additional two held in reserve. every connection goes to certainly one of a sequence of what are referred to as Tier 1 sites, where the data is replicated and allotted to Tier 2 websites for evaluation. Von Rueden mentioned that the fiber that powers this setup has been "quicker, cheaper, and greater dependable than in planning."
The common device had been that every of the Tier 2 sites would retain a particular subset of the LHC statistics, and evaluation jobs (which, being code, may silent breathe extraordinarily compact) can breathe sent across the community to wherever the information resides. in its place, it's became out that the community performs so neatly that the records can breathe streamed anyplace on the grid in real time, which has made things enormously extra flexible.aiding users and corporations
however the LHC's computing needs are fairly exciting, CERN's IT staff faces concerns that would sound widespread to anybody in corporate IT. Its datacenter is 35 years historic, and is now hosting clusters in an belt that turned into intended to steer supercomputers. Von Rueden observed that density is fitting an issue, and the constructing isn't designed to seize talents of environmental functions or enact anything else with its waste warmth. although there are some fixes that can breathe applied—a yoke of racks of vital machine in the datacenter are actually water cooled—many of the headquarters of attention for CERN has been on getting essentially the most efficiency per Watt used for computing.
In fresh years, advancements in that belt believe Come quickly sufficient that CERN now not bothers with hardware benefit contracts longer than three years. Machines just derive race unless they're lifeless; the can permeate of the alternative, and the vigour reductions replacement hardware brings, potential it would not obtain economic sustain to retain the hardware going.
beyond the hardware, CERN has to give assist to a extremely different user community, as physicists often Come to the web page with their personal desktop, and a lot of of them race what von Rueden called "non-mainstream structures." It runs a huge wireless community, and has to supply capabilities for friends, from individuals of the click to dignitaries. presently, CERN servers benefit over 20,000 e-mail users, and provide far flung entry to info and the interior community for many users.
mixed with the LHC's enjoyable computing needs, complete of this makes CERN a brilliant testbed for many know-how agencies. CERN runs a few casual collaborations with trade but, for its IT problems, corporations are inspired to seize piece within the openlab application, which von Rueden runs. privilege now, HP, Intel, Oracle, and Siemens complete believe openlab initiatives, through which they pay for dedicated staff at CERN and coordinate their travail with their own personnel.
Siemens, for example, is attempting to learn the passage to improved installation and manage computerized manage methods, whereas HP's ProCurve group is attempting to learn from CERN's skill to manage a heterogeneous and comparatively open desktop community. on the degree of user and visitor networking, CERN is fairly bounteous concerning the hardware it lets onto the device, which capability it has to believe application that may become vigilant of extraordinary conduct and disconnect any gadgets littered with it; HP is looking at constructing some of these community management points into its items.
CERN outlets metadata for the repercussion activities in an Oracle database, and an incredible requirement privilege here—quick synchronization throughout a global community—has brought about Oracle to launch an openlab assignment wherein it assessments quite a few streaming and compression schemes to up performance over the community. eventually, Intel tests compiler expertise the usage of probably the most high-efficiency computing tasks required at CERN, checks its processors beneath precise-world hundreds, and sponsors individuals who are converting some physics workloads and code libraries to benefit the multithreading vital to seize knowledge of the current technology of processors.
Most groups may not kisser considerations on the equal scale that CERN does (or breathe fortunate ample to believe their plans outperform expectations. but there are plenty that allows you to probably benefit from one of the technology being developed there. CERN's own clients will as smartly, however they are typically a choosy bunch. "whatever thing you may give a physicist," von Rueden talked about, "he wishes two times as lots."
record picture via A robot manages a few of CERN's 50PB of tape storage.
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Common attributes of cloud offerings include massive scalability, near-immediate availability and provisioning, increased cost management controls, and more. However, while they respect the benefits here, a number of dim linings skulk around their silver clouds, and throughout this book they examine them in relation to the usage models of cloud services. Each organization will determine different sets of benefits and risks however. So, your mileage will vary.
The definitions of cloud services and related cloud computing architectures—and there are many—span a huge orbit of opportunities and architectures. You may choose to source cloud services internally or externally to your organization, and it is their position throughout this book that most organizations will terminate up with a hybrid mingle of options. Therefore, not complete the benefits, or risks, will apply to your situation. piece of the goal in this book is to try to isolate those areas that vary and provide tools to determine your best path forward.
Therefore, as with complete things, the benefits and risks attributed to cloud should breathe considered relative to your current circumstances and measured against your capabilities in relation to any strategic constraints and opportunities that exist. Let's respect edifice cloud up before they crash it down. So, before they detail how cloud solutions are defined, respect the potential benefits from the traffic and technology viewpoints.Benefits of Cloud Services
The benefits ascribed to cloud span both traffic and technology spheres. For traffic leaders, your talent to maintain or gain agility and your management options are greatly enhanced. For an IT department trying to deliver services to uphold the business, cloud services offer a unique passage to architect and source solutions. By finding cloud services that match noncore delivery of IT services, the IT department can concentrate on finding and delivering the best services for the traffic more effectively.
At a high smooth the benefits of cloud services can breathe categorized as:
From a traffic perspective, there is much more to respect today beyond your talent to manage your core traffic and deliver worthy and timely products and services. Today, competitive pressures, marketing challenges, budget issues, and more are considerable requirements. Your talent to manage situations quickly and efficiently is the key. The biggest benefit of cloud computing to traffic today can breathe framed in terms of agility. Cloud services can offer huge savings in terms of time (for example, when IT capabilities must breathe delivered quickly). Scaling up or down with cloud services does not usually require additional hardware or software. Cloud services offer minimal setup time, minimal time to scale, and less cash outlay. This is because as a traffic model, cloud service providers generally host massively scaled systems' capacity that can breathe switched on upon request.
Suppose, for instance, that you exigency to scale rapidly for a unique project or a seasonal rush. Companies can model these situations using internal resources, but likely at some point they will exigency to expand beyond that capacity. A determination is made whether to exercise an external provider to fill the gap; in the world of cloud services, this is called cloud bursting.
Cloud services, as a concept, are available over Internet technologies and enable us to interact or consume them from almost anywhere on any device. While issues of configuration factor and communication speed create some limitations today, the traffic benefit of being able to bring key resources to tolerate on a faultfinding or time-sensitive problem is recognized as a huge benefit to the agility of any business. Having mobile and remote capabilities allows organizations to recruit employees/contractors who can deliver but who cannot or will not travel to their physical locations. Popularized in the 1990s, offshoring was a first case of this traffic transition: traffic services could breathe offered from anywhere. However, the advent of cloud services means that more capabilities are available to you and to those providers (and from them, too).
Cultural issues aside, web conferencing services, such as the pioneering WebEx, display how product demonstrations no longer require someone to breathe physically in the leeway to limn the company. There are now a legion of meeting options ranging from Citrix's GoTo services for remote access and support, to HP's Halo leeway for the "in the very room" meeting experience, and to Skype for making video and audio calls worldwide for much less than traditional telecommunication carrier costs. complete of these examples illustrate the opening to exercise technology to deliver traffic results faster and at highly cost-effective price points.
Servicing your customers at scale is feasible only through improvements to the scale and functionality of your service and uphold capabilities. uphold over the Internet is one passage to enact this. In this scenario, you either expose your uphold model through a web application or you exercise a provider who will manage that uphold through a web application on your behalf (à la cloud). Outsourcers such as EDS/HP Enterprise Services, Centerbeam, and more believe been offering these types of uphold services for more than a decade, but the talent to focus uphold into web-based solutions decreases the number of staff required to acknowledge phones and deal with people directly.Business Focus
By using the best service from a cloud service provider, a traffic can potentially focus more energy and talent on optimizing existing revenue streams and aggressively pursuing the progress of unique ones.
For example, cloud services can enable businesses to accumulate information, ideas, feedback and so forth from a much wider set of sources (such as customers, partners) than was ever feasible by traditional means. This approach is known as crowdsourcing.
Popular crowdsourcing approaches believe primarily evolved from the world of Web 2.0 solutions. One traffic that relies on crowdsourcing is Wikipedia, an online encyclopedia. Wikipedia employs a tiny organization of less than 50 employees, while utilizing several thousand key volunteers and tens of thousands of other contributors from around the world. While some entries are questionable in terms of veracity, core or even legality, the overall endeavor resulted in a much more dynamic and comprehensive set of data than traditional printed encyclopedias could ever match.
Yelp offers the talent to source a set of opinions on a wide orbit of vendors, from restaurants, to retailers, and more. From this, others can view ratings and comments about those vendors and determine whether to exercise them. Yelp furthermore shows that these types of solutions can breathe manipulated (for example, when they gain notoriety, or, when not enough people provide opinions).
Consider a company in crisis. On April 20, 2010 British Petroleum's oil drilling platform, the Deepwater Horizon in the Gulf of Mexico suffered a succession of catastrophic failures and collapsed into the water with devastating results to life and nature. The amount of oil escaping was immense. Estimates ranged wildly from 5 to 200 thousand barrels of oil a day, flowing non-stop for over three months. The point here is that BP used crowdsourcing as one approach to deal with the cleanup efforts by creating a "Deepwater Horizon suggestions" page.4 As of July over 20,000 suggestions had been submitted, and at least 10 had been tested for use. The US federal government furthermore set up a site with information on volunteering to benefit with the clean-up effort.5
This is not to pronounce that crowdsourcing is complete perfect. Using services in the cloud like this opens up the potential for anyone in the world with Internet access to "join in" with the crowd. The majority of participants are likely to offer positive input, whereas other individuals or groups are less valuable; some are trolls seeking to obtain noise, and some are vandals seeking to maltreat the system. Mitigation against these and similar issues is centered on access controls, the talent to curate the input, verification processes, and so forth.
Vendors such as Ning, huge Tent, SocialGo, and many others enable for community-based sociable networking solutions, even crowdsourcing, in a more controlled environment with stricter access controls to the various parts of their services in the cloud. These additional controls can obtain crowd-based efforts more compelling to community-based or vertical-focused organizations.Cost and Budget Control
Although the initial costs of using cloud services may appear less, a better expectation should breathe that cloud services offer more control over costs or better budget management capabilities. Most cloud services enable you to pay on a monthly, weekly, or per-use basis. Choosing a cost-effective cloud service provider can result in significant savings, but more necessary is finding a cloud service provider than can accurately report usage patterns to you so that you can confirm the accuracy of your billing based on use.
One eminent odds of using public cloud services is the exercise of operational expenditure (OpEx) over capital expenditure (CapEx). However, understanding the implications of CapEx and OpEx is faultfinding to effectively managing budgets. The incompatibility between buying a house and renting one is the amount of cash that (usually) goes out the door at one time, and the very concept applies here. IT data centers are generally CapEx-intensive, because they require initial outlays of cash upfront to build out. Cloud services are generally booked as OpEx because they are consumed through a services agreement over time. Although CapEx can breathe depreciated over time, essentially allowing costs to breathe defrayed against profits, the initial drain on cash at hand is often seen as detrimental and to breathe avoided in the traffic world. Having flexibility of where to expend OpEx versus CapEx enables an organization to better manage expenditure such that the costs occur over time rather than in one huge lump sum, which enables for better cash-flow management.
The concept of Green IT illustrates the significant costs borne by many organizations. The operational costs associated with edifice and maintaining data centers and with scaling power, cooling, and even basic hardware requirements are significant. Over time traffic workloads fluctuate and data centers are often left fully powered on, o whether the infrastructure is used. For example, some organizations race financial systems complete year, but they hit peak load only once a quarter or once a year during financial reporting periods. There are many ways that organizations can peek to benefit from cloud deployments as they try to optimize and approach a Green IT model. For their own private clouds, the goal is to optimize their usage requirements and cycling systems when needed. Organizations exercise community or public cloud services when needed, essentially pushing their workloads to the cloud when their internal capacity is reached, or cloud-bursting. Although many cloud service providers enact not provide utilization data, there is an assumption that cloud service providers believe optimized their infrastructure and management tools to maximize usage.
In many cases, organizations no longer believe to hire people to manage system updates and backups and therefore can save on staffing costs and on storage management.Scalability and Capacity Management
The capability to scale quickly to extreme capacity is not a common impute or goal of traditional data centers and IT departments. As a result, many businesses sustain times when they are hampered by a process that takes weeks or months, sometimes even years, to derive unique compute resources and applications online. This is despite that many great enterprises believe already spent millions on computer hardware and believe thousands of servers under management (at least on the books). Cloud computing promises the capability to scale massively in terms of systems, connections, bandwidth, storage, and more on an almost immediate basis. The converse is furthermore important, where the service will shrink back down just as quickly if the exigency is no longer there. These benefits uphold cost management goals and enable you to grow in line with your requirements in a linear rather than a reactive mode.
The appearance of unlimited capacity is quite appealing. Cloud services exigency to breathe tuned to carefully manage actual capacity against expected requirements, yet deal with unexpected demands when necessary, too. Predictive analysis is faultfinding in this respect, and offering those delivery and management capabilities to customers is something that both IT and cloud service providers must enact to deliver this benefit to businesses.Governance and Compliance
Governance is the process used to ensure that regulations, rules, and mandates are followed within an organization. Compliance refers to the facility to monitor and validate that the organization is meeting the governance requirements. Although cloud services introduce potential challenges in matching these requirements, the opportunities to improve an organization's governance and compliance stance can breathe greatly improved.
Taking a service-based approach to delivering both traffic and IT functionality that incorporates the governance processes allows for closer alignment to compliance reporting. Sourcing specific, metered services from cloud service providers that specifically match governance models allows for better reporting, more accurate alignment between service usage and fluctuations in traffic workflow, and ultimately, faster time to market. This furthermore brings up the exigency for a service catalog and related management tools to ensure usage matches expectations. They will talk about this in Chapters 7 through 10 as this closely relates to overall operations management and security as well.
In some cases, organizations believe organize that by using a third party to manage their IT services they are better able to deliver services within their governance models and compliance mandates. For tiny businesses in particular, the cost of hiring to manage these requirements can breathe significant itself, much like security. Using pooled resources and services allows traffic to capitalize on the best of that common capability.
It is necessary to note that although cloud services provide potential improvements to your governance and compliance position, you cannot abdicate responsibility for compliance. While different models of cloud computing architecture actually vary the amount of "control" you and the service provider believe over the service, no piece of them changes your responsibilities to protect data, privacy, or service levels.
This is a faultfinding point made that is reiterated throughout the text: Although you can peek to the cloud for specific capabilities and functions to uphold governance, compliance, and even security, you cannot abdicate these obligations. For example, if a breach of your customer or employee data occurs, the responsibility to report and rectify remains yours. The cloud service provider may benefit deal with the issue. The cloud service provider may suffer some of the very financial repercussions. However, the cloud service provider is not the owner of the problem. Therefore, any reliance on the cloud's controls and safeguards, and on the governance and compliance practices of a cloud service provider, must breathe carefully evaluated in line with your governance, and compliance needs to ensure that the solution enhances your posture, instead of increasing either direct or ancillary risks.Security
Whereas many potential users of cloud services believe a visceral or gut reaction that imply cloud services are not secure, that is certainly not always the case. They contend security opportunities and challenges in much more detail later in the book, but for now respect many organizations find significant improvements in their security pose by using cloud services. Often, because of their size or financial limitations, tiny and even medium-sized businesses cannot hire security specialists or respond quickly to security incidents. Using specific best-of-breed capabilities in the cloud to avert or identify fast-moving or specific threats is a benefit to complete organizations, perhaps best illustrated by the vendors who provide antivirus and antispam solutions outside the traditional IT environment.Optimal Infrastructure
The talent to host multiple capabilities in the very hardware, software, or service allows for the follow-on benefit of optimized exercise of the infrastructure. Multitenancy as a model for using compute resources has existed since the 1960s, when IBM challenged traditional time-sharing models by adding virtualization with its VM/370 series.
Multitenancy can occur at any or complete levels of the architecture, as follows:
To gain the best odds of cloud requires that each of these architectural layers breathe considered carefully to determine the best layer or layers to optimize for multitenancy.Isolation
Almost a corollary to multitenancy is both the talent and requirement for isolation at each of the layers. While an application vendor such as Salesforce.com may exercise a common database layer for managing customer data, it is essential that the security mechanisms around the application layer maintain isolation between the various customers. Fundamental for any sort of cloud provider is the requirement to offer isolation at each smooth of service exposure to their cloud users. This may breathe the infrastructure, platform, or software applications. In addition, APIs and management tools must furthermore ensure that isolation exists in terms of identity management and access models, key management and encryption, and user interfaces. This is a specific set of technical requirements that exigency to breathe carefully evaluated when using a third-party solution in a private cloud and in any public cloud.Mobility
The view of web-based services has been around for many years, as believe application hosting and outsourcing. The talent to derive to the services from anywhere from any device has been a goal that is finally being broadly realized, and it threatens traffic models and IT departments who must contend with the security issues associated with data being available on devices either temporarily or long term.
In August 2009, ABI Research6 released a report that said mobile cloud computing subscribers would total nearly one billion by 2014. The ABI report contained the following reasoning:
Although there are many arguments against this position, the general direction in cloud services is to uphold more open standards and therefore the dependence on specific carriers is certainly less than in years previous. This means that offering employees, customers, and partners better access and links to your organization via an exploding mobile world is absolutely possible.Refactorization
Some like to respect of cloud computing as an opening to enact away with complete their existing infrastructure challenges and costs—a "burn it to the ground" or rebuild scenario. This is truly not the real option, especially for any enterprise with more than a year under its belt with existing IT, and especially not for medium to great enterprises with many current or legacy systems in place. The reality is that cloud services allows an IT department to refactor some or complete of their existing systems over time and usually seize odds of cost-effective unique ways to deliver IT services to the traffic as a result.
The very concept can furthermore breathe applied to data headquarters design. Historically, IT has designed data centers using the model of high availability, focusing on repair as a core requirement instead of considering the best mode for recovery to availability. This includes using certified hardware with comprehensive uphold and maintenance contracts. This includes concepts such as fail-fast, highly integrated systems, and deploying on stable QA tested solutions on a prepared basis with massive change control to ensure the talent to roll back failures.
Large cloud service providers are approaching infrastructure design with a qualitatively different approach. They focus on low-cost commodity hardware where possible. Faults should breathe simply routed around until some standard recovery can breathe achieved on a scheduled or even ad hoc basis. This is much more cost efficient in many modes, yet requires a change in thinking that may benefit IT. Modeling can breathe necessary here, but if you are not prepared to respect alternative approaches, you will never derive to model it. furthermore note that it is often difficult to model third-party cloud services well, given the potentially vast array of failures that can occur. Traditional IT approaches enact not immediately match well to these unique architectures and will require some refactoring. They complete know that hardware will fail, networks will fail, and an entire data headquarters may fail. Truly, any piece of the stack, including the human components (from operators to users), may fail in some way. So what does that mean? They exigency to monitor different things. It is common to model tiny failures in a larger system and monitor for those failures (e.g., disk out of space, router offline). Cloud services are modeled as services, and therefore if you refactor how to manage them in this context, you originate to descry dependencies across the entire system rather than in terms of just the data headquarters itself, which in gyrate allows you to focus on core services rather than complete services. This change can truly repercussion IT's talent to deliver and maintain high-availability services.Summary of Benefits
Using cloud services to supplement or supersede IT functions should allow an IT department to deliver more innovative capabilities to the traffic by focusing more on the service delivery and less on the hardware and software updates. Most benefits derive from the pooled nature of cloud services being offered through multitenancy architectures (or more simply, economies of scale). Costs, risks, controls, and more are aggregated across thousands of customers rather than one individual organization's data center.
Many definitions of cloud computing identify self-service or self-provisioning as a benefit. Although self-service can benefit obtain cloud services easier to use, the reality is that self-service requires a mode of operations that includes service catalogs, automated provisioning and deprovisioning, and more to breathe effective. Therefore, they respect self-service as something that although beneficial in tiny environment is in reality a result of delivering suitable service-oriented architectures that may or may not breathe cloud based in nature.
In summary, cloud computing provides significant opportunities. Thinking these through in relation to your own traffic challenges is important. Perhaps even more critical, you want to recall that your competitors are furthermore considering how to capitalize on these opportunities.
However, cloud computing has challenges. Your organization may already breathe ready to adopt and adapt to unique technologies or ways of achieving your traffic goals, but finding success with cloud services may require a mindset that allows you to change how you manage risk and control. To achieve success with cloud, regardless of internal or external options, IT needs to breathe the service broker and aggregator for the business, providing guidance, cost management, and governance in this unique model.
The Internet of Things (IoT), by being a perspective sphere, provides the space for numerous developers to expose their creativity and design devices that will significantly facilitate an talent to control the basic activities. And this assignment appears so tempting that not only huge corporate brands but furthermore newcomers to IT realm start creating smart devices for numerous purposes. And the achievements of the latter actors — or IoT startups — are in the headquarters of attention in this overview.
But what turns simple attempts to create a smart device into a successful progress worth appearing among the best IoT startups? The acknowledge to this question depends on product effectiveness, the success of a chosen traffic model, and an accuracy of meeting customer needs. Therefore, the presented review of top IoT startups takes these criteria into consideration on the stage of choosing arrogate candidates. By addressing different demands (from the protection of a smart home to financial uphold to creative IT entrepreneurs), complete 10 IoT startups selected here possess an outstanding talent to breathe successful on market — in terms of functionality of the designed solution, financial indicators, and customer satisfaction.
Here is their shortlist of 10 top IoT startups:
- Ninja Blocks
- P. Relan YouWeb Incubator
- Beep Networks
But why they chose them? Just peek closer at their specifics described in the following sections — and you’ll derive the answer!
#1 Plum — The Light Switch Reinvented
Plum is an outstanding IoT startup specialized in enhancing the connectivity within a smart house. Labeled as the ‘Nest of lightning’, it offers a client using a smartphone to switch on and off the lights at home with the only requirement needed — Wi-Fi connection.
Another worthy odds of Plum — The Light Switch Reinvented which puts it in the list of top IoT startups is the urbanity of the installation process. In particular, it includes answering two simple questions in messages (specifically, leeway location and the appellation of your Lightpad) within a highly customized mobile app. On the latter aspect, the application designed for this IoT startup has an intuitive and multifunctional touchpad that understands simple gestures. And complete this together makes the user sustain truly enjoyable — and puts Plum into the list of top IoT startups.
In fact, this IoT startup revolutionizes the very understanding of a smart home device. Instead of relying on some prescribed characteristics that a user should ensue to achieve the desired smooth of technological enhancement, Plum SwitchPad offers their clients to customize their needs and derive only what is wanted from smart lighting — nothing more, nothing less. In other words, the focus of design and innovativeness of this best IoT startup is on guaranteeing a satisfactory sustain that encourages the clients to actually exercise smart lighting in their houses.
#2 Zuli Smartplug — One of the best IoT startups in terms of plug design
Zuli is an IoT startup that works on designing one and only tiny thing — but with the boosting functionality and wide perspectives of usage for a smart home. Precisely, Zuli is a smart plug that includes 4 features: Zuli Presence (the set of algorithms for tracking your location inside the house), Bluetooth Smart (for direct communication between devices that is not theme on Wi-Fi connection), energy dashboard (which is a metering processor for optimizing energy consumption), and security functionality (meaning an emphasis on privacy of data storage).
In addition, this top IoT startup has a blooming minimalistic design that doesn’t harm the effectiveness of its usage. For example, the customized and nice design of Zuli Presence simultaneously guarantees an accurate adjustment of lighting and temperature which based on your current location. And this composite of performance and beauty makes the presented IoT startup truly outstanding.
Besides, the high smooth of customization is feasible with a special scheduling feature. In practice, it allows imposing personalized rules within a smart house and enjoying a simplistic and curated setup process. With the opportunities the presented representative of top IoT startups offers, a smart home owner gets a full control over the basic facilities, being able to control both the solace and the cost effectiveness of them.
Ninja Blocks — Smart Home Controller
In essence, Ninja Blocks works as a combination of hardware and software programs to provide the necessary smooth of connectivity between smart home devices. In particular, this IoT startup cooperates with various brands to ensure the proper smooth of uphold over the operation of different smart solutions. In this list, you can find top IoT startups and corporations that design Wi-Fi lightbulbs, media centers, and power sockets.
In addition, the Ninja Blocks app sends notifications of Uber arrival and a weather overview, which enlarge the functionality of this IoT startup beyond the limits of smart house walls. Specifically, within a Sphere app (available for Android 4.4+ and iOS 8+), you can receive various pieces of advice to fix the noticed issues. On this aspect, Ninja Blocks IoT startup is highly useful in terms of remote control over the house functionality — like switching heater from the distance of your office seat. Moreover, the layout is highly customizable, which means that Ninja Blocks learns from your preferences and changes the recommendations based on what is desired for the specific customer.
Finally, Ninja Blocks deserves its plot in the rating of best IoT startups due to its entertaining gesture operation. On this aspect, the smart device can benefit you suspension the movie and switch off the lights with a primitive hand movement. And it turns it into an elegant and functional solution for a smart home worth purchasing — and putting in the list of best IoT startups on a high rank.
#4 P. Relan YouWeb Incubator — A proper selection among top IoT startups for investment
P. Relan YouWeb Incubator is an IoT Startup that concentrates on supporting the talented youth in its striving to establish a successful company in the industries of gaming, consumer goods and services, and IoT. As the founder Peter Relan announces, the co-created model of developing products and services enables generating impressive profits and covering multiple fields. Under the umbrella of this IoT startup, the necessary funding received Epic!, Discord, got it!, Crowdstar, Agawi, Openfeint, CammeliaLabs, Fit-Any, Spaceport, Smart Commute, and Raddius.
Due to such a diversified network of cooperation, this top IoT startup manages to attract progressive entrepreneurs and meet the demand of various customer groups with up-to-date technologies and sophisticated traffic models. For example, the company possess the messaging system for wearables, mobile data analytics for huge data sets, various real estate funds, and supports different best IoT startups. Moreover, P. Relan YouWeb Incubator is a well-known investor, transferring funds to Twitter, Tumblr, and Zynga.
By taking complete the above-mentioned perks into consideration, it is apposite to muster this representative of IoT startups as the most successful one in the sphere of investment Which surely guarantees its plot in the list of 10 best IoT startups to watch.
#5 Highway1 — A representative of investing IoT startups that works as a hardware startup accelerator
In this list, Highway1 (a division of PCH) appears as a top IoT startup in terms of supporting hardware companies on the passage of establishing the best design, experience, and customer satisfaction. In this case, the company proposes a working traffic model that makes such dreams Come true. Precisely, this IoT startup accelerates the growth of the perspective ideas by increasing fundraising opportunities (organizing meetings with industry professionals and accumulating up to $100,000 per team) and the speed of a product launch (offering engineer assistance and supporting complete the stages of development). Moreover, this representative of best IoT startups offers education (from experienced manufacturers and experts in the field) and enhanced design (on a world-class level). Finally, it develops businesses (by coaching and curriculum crafting) and community network (meaning alumni, mentors, and various vendors).
In practice, Highway1 supports its reputation of a top IoT startup in the chosen realm with the impressive portfolio of companies it has helped — it includes snappy Co.Design, Tech Crunch, IEEE Spectrum, Fiercemedical Devices and Crowdfund Insider. And so, any IoT startup can confidently mention to Highway1 and breathe vigilant of receiving the needed smooth of expertise and traffic practice — including continuous testing with the users, ensuring meeting market expectations, and accessing top experts and stakeholders. In short, it’s evident that Highway1 is a specialist in eliminating complete the typical obstacles in front of hardware companies on the stages of design, production, distribution, and selling.
#6 Butterfleye — One of the top IoT startups designing smart security cameras
Butterfleye is an IoT startup that offers an outstanding solution for a smart house security. Titled as Ooma Butterfleye, this top IoT startup tracks the presence of people and pets at home and provides the full picture of what’s going on while the house owners are away. Moreover, the smart device can distinguish a friend from a stranger — and sends alerts to you if only an unrecognized person enters the area. To guarantee the maximum smooth of protection, the developers invested heavily in battery storage — and a buyer can breathe confident that the house is safe even when Internet and/or power connection is interfered (for two or even four weeks!).
Within the package of a smart camera, Butterfleye IoT startup offers 24/7 livestream, customized facial recognition, built-in features to operate in case of outages, 5-second video capture, automatic arm and disarm, and talk & listen feature. Besides, the plot among top IoT startups is guaranteed by the fact that video recordings are stored in a cloud for a week with the benefit of a bank-level AES encryption. Finally, an account can breathe connected to six cameras — and an unlimited amount of people can exercise them. With such an enhanced functionality and risk mitigation, Ooma Butterfleye proudly holds a title of ‘the world’s smartest camera’ — and had no selection but to appear in this list of best IoT startups.
#7 Beep Networks — Cloud-Connected Wireless Sensors
Beep Networks can breathe called the best IoT startup in the belt of wireless sensors — with an accurate reporting on temperature, moisture, pressure, location, and other valuable data. As its most impressive feature, this IoT startup operates on LoRa technology, which enables its travail for 10 years within a long-range wireless network. As for another perk, this selection among IoT startups allows covering the belt of several miles — which goes further a typical one-house focus. In other words, Beep Networks is capable to address the needs of corporate buildings, university campuses, and giant plants.
Furthermore, the prominent benefit of this smart device is its connectivity. On this aspect, it makes it feasible to plug in most of the sensors of your selection (including microphone and camera).
In short, this best IoT startup is the proper selection for those customers searching for a long-distance and long-term solution in the world of wireless sensors.
#8 Particle — Our selection among best IoT startups for IoT integration
Particle is an IoT startup that specializes in maintaining the entire IoT platform. In detail, this pick among top IoT startups connects hardware, software, IoT Device Cloud, and various IoT apps under the united network. To achieve this ambitious aim, the developers included cloud-supportive microcontrollers for hardware (to derive the device online through Wi-Fi, cellular or mesh network), out-box connectivity (meaning in-built networking, protocols, protection, and SIM cards), reliance on Device Cloud, and by-default security (that includes non-stop monitoring, hardware keys, and access controls).
In other words, the appearance of Particle among top IoT startups can breathe justified by its outstanding talent to simplify the incorporation of the Internet of Things world into your daily life. In particular, this IoT startup is an expert in ensuring an smooth kick start of using the hardware, establishing the trusted network (based on transparency and control), and integrating various existing apps (with steaming to the database of a user’s choice).
Hence, Particle is sophisticated enough to meet the tangled IoT demands — and totally deserves its plot among top IoT startups in this list.
#9 Orion Labs — A messaging platform for real-time communication
Orion is an IoT startup that specializes in guaranteeing a proper property of communication between various actors — including teams, individuals, bots, and voice services. As the company itself describes its activity, it “works across a constellation of devices, on any device, over any distance, with any network, without boundaries.” Specifically, the service is provided through a wearable that has outstanding features of push-to-talk with unlimited range, supplementing the networking with bots and AI assistants, and mixing and matching separated devices.
Moreover, this IoT startup grounds on the principle of maximum simplicity, which means working on the basis of easy-to-use apps and the wearable (including AppTalk for iOS and Android and Onyx Smart Walkie-Talkies). Besides, Orion heavily invests in the safety of its service — and the customers gain an opening to gain instant and secure acknowledge only when needed.
And so, it appears in this of the best IoT startups as the most dependable voice second from the sphere of the Internet of Things.
#10 Scout — Specialist in wireless sensors for corporate needs
Scout is an IoT startup that makes it feasible to purchase high-quality sensors for a qualify price. Attached to a chair, these devices indicate whether the seat of vacant or occupied — which reduces the smooth of mistrust and provides the significant smooth of control over the working environment. Besides, the functionality of the innovation includes tracking the status of lighting and/or heating (in fact, it shows whether somebody forgot to switch them off).
Moreover, the IoT startup provides real-time graphs and statistics on what’s happening around — and eliminates the exigency to accumulate and wait for monthly reports for faultfinding insights and predictions. Because of this, an everyday conduct of the workers can breathe linked to the corporate context — and become more accurate.
Within the package, Scout offers 90-day sensor rental kit (with an unlimited number of wireless sensors), per-seat analytics (which includes movement, temperature, and light smooth data), and white-label (it means a customizable dashboard for clients with a specific corporate logo and brand colors). And due to such a comprehensive approach, it gains the position in this overview of 10 IoT startups to watch.
GoldenGate, from GoldenGate Software Inc., is a product few in the storage space may believe heard about. But in the privilege environment, the software, which replicates structured data between databases, might breathe a better selection than traditional backup software for storage architects.
Jack M. Garzella, vice president of IT operations for discount online retailer Overstock.com, estimated that the transition from EMC Corp.'s Symmetrix Remote Data Facility (SRDF) migration software to GoldenGate for the company's massive Oracle, SQL and DB2 databases will save him millions on disk and maintenance costs in the years to come.
Overstock stores about 80 terabytes (TB) of data in its data center, keeping the data in TeraData data warehouses, where they can apply analytics to show, for example, a customer's propensity to buy unavoidable products in the future. Garzella said the company made the switch from EMC storage and migration products to the TeraData warehouses and GoldenGate software over the past year when its sales and marketing departments demanded data breathe available to them instantaneously.
Garzella said that while the main benefit of GoldenGate's product is its talent to enact continuous, up-to-the-moment replication, the fact that it is designed specifically for database data means he can exercise his storage more efficiently.
"With SRDF to enact replication, you're sending over blocks of data every time they're changed," Garzella said. "With GoldenGate, we're not backing up data they don't keeping about."
That data Garzella doesn't keeping about is called "non-committed" data and refers to changes in a database not designated by the user to remain "persistent" or permanent.
"SRDF and BCV [Business Continuance Volumes] were sending changed blocks back and forth complete the time. We're probably going to save about 4 TB of disk space with GoldenGate, which they can then designate for other areas of their operation.
"In terms of pricing for the product, their licensing cost us hundreds of thousands of dollars," he added. Over the next three to four years, Overstock expects to save $5 million to $10 million by better utilizing the disk it has and not having to buy any more.
This sort of product, obviously, is not for everyone. Since GoldenGate's replication process relies heavily on database log files, it can't breathe used to back up, say, a Word document or e-mail.
According to Donna Scott, vice president and analyst with the Gartner Group, customers with very great numbers of servers will exercise traditional disk-based replication because there's less complexity in the implementation. With GoldenGate, each application requires its own instance of the software.
"But if you exigency higher availability, the talent to retrieve in a short time frame, or most importantly, the talent to report on data from a secondary database, this can travail really well," Scott said.
Medical headquarters migrates between databases
Businesses that believe both great amounts of structured data and slight to no tolerance for downtime are pattern for GoldenGate. One such traffic is the Montefiore Medical headquarters in unique York City, the flagship in a consortium of tiny hospitals attempting to implement a "paperless" medical records system.
"Everything's automated now. There's no more paper," said Carl Baylis, Montefiore's second director. "You can't command a doctor that for the next yoke hours, no system will breathe available because you're doing backup. It just can't happen."
Montefiore uses GoldenGate to migrate patient records between its databases on a Hewlett-Packard Co. (HP) NonStop Tandem system, as well as to replicate them to a duplicate NonStop box at its calamity recovery site.
"GoldenGate is the only one that can seize you down to the realm smooth with data," Baylis said. "Some other (database replication) products will replicate records for you, but this has built in routines to change data."
According to Noel Yuhanna, senior analyst with Forrester Research, 85% of data is currently unstructured, signification GoldenGate has a niche market at best at present. But products like it could grow in the next few years, he said.
"Only 20% of enterprise data is ever changed," Yuhanna said. "This view that you don't really believe to replicate complete data in volumes of storage, but you can only replicate a portion and ensure its consistency, is catching on. There's a entire unique evolution ready to seize off to attach currently unstructured data into databases as well."
According to Sami Akbay, senior director of product marketing for GoldenGate, while its product doesn't currently backup e-mail servers or file systems at the moment, it could breathe coming.
"We respect that in the future, an e-mail is going to breathe treated more like a data transaction and potentially stored in a database," he said.
Other companies selling replication tools include: ITI Shadowbase, Oracle Corp., Quest Software Inc., Sybase Inc. HP, Kashya Inc. and XOsoft Inc. sell products more suited to unstructured files.
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Cisco [318 Certification Exam(s) ]
Citrix [48 Certification Exam(s) ]
CIW [18 Certification Exam(s) ]
Cloudera [10 Certification Exam(s) ]
Cognos [19 Certification Exam(s) ]
College-Board [2 Certification Exam(s) ]
CompTIA [76 Certification Exam(s) ]
ComputerAssociates [6 Certification Exam(s) ]
Consultant [2 Certification Exam(s) ]
Counselor [4 Certification Exam(s) ]
CPP-Institue [2 Certification Exam(s) ]
CPP-Institute [1 Certification Exam(s) ]
CSP [1 Certification Exam(s) ]
CWNA [1 Certification Exam(s) ]
CWNP [13 Certification Exam(s) ]
Dassault [2 Certification Exam(s) ]
DELL [9 Certification Exam(s) ]
DMI [1 Certification Exam(s) ]
DRI [1 Certification Exam(s) ]
ECCouncil [21 Certification Exam(s) ]
ECDL [1 Certification Exam(s) ]
EMC [129 Certification Exam(s) ]
Enterasys [13 Certification Exam(s) ]
Ericsson [5 Certification Exam(s) ]
ESPA [1 Certification Exam(s) ]
Esri [2 Certification Exam(s) ]
ExamExpress [15 Certification Exam(s) ]
Exin [40 Certification Exam(s) ]
ExtremeNetworks [3 Certification Exam(s) ]
F5-Networks [20 Certification Exam(s) ]
FCTC [2 Certification Exam(s) ]
Filemaker [9 Certification Exam(s) ]
Financial [36 Certification Exam(s) ]
Food [4 Certification Exam(s) ]
Fortinet [13 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
FSMTB [1 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [9 Certification Exam(s) ]
Genesys [4 Certification Exam(s) ]
GIAC [15 Certification Exam(s) ]
Google [4 Certification Exam(s) ]
GuidanceSoftware [2 Certification Exam(s) ]
H3C [1 Certification Exam(s) ]
HDI [9 Certification Exam(s) ]
Healthcare [3 Certification Exam(s) ]
HIPAA [2 Certification Exam(s) ]
Hitachi [30 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [750 Certification Exam(s) ]
HR [4 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IAHCSMM [1 Certification Exam(s) ]
IBM [1532 Certification Exam(s) ]
IBQH [1 Certification Exam(s) ]
ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
IFPUG [1 Certification Exam(s) ]
IIA [3 Certification Exam(s) ]
IIBA [2 Certification Exam(s) ]
IISFA [1 Certification Exam(s) ]
Intel [2 Certification Exam(s) ]
IQN [1 Certification Exam(s) ]
IRS [1 Certification Exam(s) ]
ISA [1 Certification Exam(s) ]
ISACA [4 Certification Exam(s) ]
ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
ISM [6 Certification Exam(s) ]
iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [64 Certification Exam(s) ]
LEED [1 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Logical-Operations [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [24 Certification Exam(s) ]
LSI [3 Certification Exam(s) ]
Magento [3 Certification Exam(s) ]
Maintenance [2 Certification Exam(s) ]
McAfee [8 Certification Exam(s) ]
McData [3 Certification Exam(s) ]
Medical [69 Certification Exam(s) ]
Microsoft [374 Certification Exam(s) ]
Mile2 [3 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NBSTSA [1 Certification Exam(s) ]
NCEES [2 Certification Exam(s) ]
NCIDQ [1 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [39 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
NIELIT [1 Certification Exam(s) ]
Nokia [6 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [10 Certification Exam(s) ]
Oracle [279 Certification Exam(s) ]
P&C [2 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [12 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
PRMIA [1 Certification Exam(s) ]
PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
Quality-Assurance [7 Certification Exam(s) ]
RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
RES [5 Certification Exam(s) ]
Riverbed [8 Certification Exam(s) ]
RSA [15 Certification Exam(s) ]
Sair [8 Certification Exam(s) ]
Salesforce [5 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [98 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
Social-Work-Board [4 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [134 Certification Exam(s) ]
Teacher-Certification [4 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trainers [3 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [6 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [33 Certification Exam(s) ]
Vmware [58 Certification Exam(s) ]
Wonderlic [2 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]
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