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Like mirroring, filesystem-based replication is not a substitute for backups, because replication only preserves the current state of the filesystem If you need to restore your boss s email file from last Thursday, not even Siegfried and Roy2 could make it appear from a current remote copy You need a multiple-level backup strategy (As we discussed in 6, Backups and Restores, remember, backups are always your last line of defense against total and irrevocable data loss) Replication is also not a snapshot mechanism, as we introduced in 7 Snapshots may give you a copy-on-write filesystem, which allows you to go backward in time and look at the filesystem before any particular change was made to it Snapshots are useful for recovering damaged or missing files, because they track changes to files.

However, those changes are usually only tracked on one filesystem, making it just as susceptible to single-site failures as a normal, non snapshot-based systemRelated: NET Intelligent Mail Generating.

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The purpose of the leasing interfaces defined in this document is to simplify and unify a particular style of programming for distributed systems and applications This style, in which a resource is offered by one object in a distributed system and used by a second object in that system, is based on a notion of granting a use to the resource for a certain period of time that is negotiated by the two objects when access to the resource is first requested and given Such a grant is known as a lease and is meant to be similar to the notion of a lease used in everyday life As in everyday life, the negotiation of a lease entails responsibilities and duties for both the grantor of the lease and the holder of the lease Part of this specification is a detailing of these responsibilities and duties, as well as a discussion of when it is appropriate to use a lease in offering a distributed service There is no requirement that the leasing notions defined in this document be the only time based mechanism used in software Leases are a part of the programmer's arsenal, and other time based techniques such as time to live, ping intervals, and keep alives can be useful in particular situations Leasing is not meant to replace these other techniques, but rather to enhance the set of tools available to the programmer of distributed systems LE11 Leasing and Distributed Systems Distributed systems differ fundamentally from non distributed systems in that there are situations in which different parts of a cooperating group are unable to communicate, either because one of the members of the group has crashed or because the connection between the members in the group has failed This partial failure can happen at any time and can be intermittent or long lasting The possibility of partial failure greatly complicates the construction of distributed systems in which components of the system that are not co located provide resources or other services to each other The programming model that is used most often in non distributed computing, in which resources and services are granted until explicitly freed or given up, is open to failures caused by the inability to successfully make the explicit calls that cancel the use of the resource or system Failure of this sort of system can result in resources never being freed, in services being delivered long after the recipient of the service has forgotten that the service was requested, and in resource consumption that can grow without bounds To avoid these problems, we introduce the notion of a lease Rather than granting services or resources until that grant has been explicitly cancelled by the party to which he grant was made, a leased resource or service grant is time based When the time for the lease has expired, the service ends or the resource is freed The time period for the lease is determined when the lease is first granted, using a request/response form of negotiation between the party wanting the lease and the lease grantor Leases may be renewed or cancelled before they expire by the holder of the lease, but in the case of no action (or in the case of a network or participant failure), the lease simply expires When a lease expires, both the holder of the lease and the grantor of the lease know that the service or resource has been reclaimed Although the notion of a lease was originally brought into the system as a way of dealing with partial failure, the technique is also useful for dealing with another problem faced by distributed systems Distributed systems tend to be long lived In addition, since distributed systems are often providing resources that are shared by numerous clients in an uncoordinated fashion, such systems are much more difficult to shut down for maintenance purposes than systems that reside on a single machine As a consequence of this, distributed systems, especially those with persistent state, are prone to accumulations of outdated and unwanted information The accumulation of such information, which can include objects stored for future use and subsequently forgotten, may be slow, but the trend is always LE1 Introduction 91.

It was the potency of log data for researching SRL, and the promise of software tools to ssist students in meeting the four challenges of learning, which motivated our participation in the Learning Kit Project. Bar Code Generator In Visual Studio .NET Using Barcode encoder for .Related: 

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In summary, there have been extensive technological advancements in software capability and in ccess to information on the Internet. As a result, there are exciting new opportunities for enhancing formal learning contexts for children. The challenge, however, continues to be how to ensure that these technologies are used effectively in the classroom. In fact, children s learning with technologies in informal settings often may be more sophisticated than what they experience at school. To effectively understand and use technologies, therefore, we need to pay attention to both formal and informal learning technologies. The two sections of this book provide a balance in understanding informal (Part I) and formal (Part II) learning contexts. 126. 126. Data Matrix Generator In C# Using Barcode encoder for VS .Related: 

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Executives experienced with enterprise resource planning (ERP) might observe or ask rhetorically, Isn t that what we bought when we installed ERP Our response is that what you want is enterprise resource management (ERM) such that you can optimize enterprise performance What you have with most ERP packages is a monolithic software platform that grows and grows at incredible expense, for which interoperability is de cient unless everyone with which your enterprise works is on the exact version of your brand of software operating with synchronized changes and con guration management We know from many examples that even within one corporate entity and with one software brand, this s dif cult if not impossible to achieve.

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We are suggesting that there are better technical solutions that will afford greater agility and data exchangeability and which are less costly and produce harmonious performance The executive s speci cation for a smart data strategy must include this consideration Case Study: Technical Ef ciency Ranking Using the Data Envelopment Analysis The following case is a good example of how to improve optimization of human resources in a healthcare environment In this case, we show that when nonlinear machine learning models are used for learning monotonic forecasting functions, it may be necessary to screen training data so that the resulting examples satisfy the monotonicity property [11] We show how technical ef ciency ranking using the data envelopment analysis (DEA) model might be useful to screen training data so that a subset of examples that satisfy the monotonicity property can be identi ed Using real-life healthcare data, the managerial monotonicity assumption, and an arti cial neural network (ANN) as a forecasting model, we illustrate that DEA-based screening of training data improves forecasting accuracy of the ANN Earlier, we made the point that smart data is central to improving intelligent optimization as it leverages answers buried in information that is already available This case uses data mining, which is surely an aspect of smart data The case study answers many of the questions that top executives asked, such as, who are our customers, how much will they buy, when will they buy, what must we offer them, how much should we charge, what after-sales services should we offer, who are our competitors, and what must we do to provide a superior offering The answers to these questions provide the basis for prediction with a degree of certainty Every enterprise, including healthcare, has questions like these for which quantitative answers are readily determinable We have also pointed out that these questions accompany other more routine business questions such as how is our cash ow, what are the capital and material requirements, what are the enabling people and technology requirements, what are the processes involved, what are the performance metrics, what s the payback period and break-even, and what is the return on investment Observe that many of these questions are not answered in routine business accounting, although some are There is concern that application of some methods and algorithms and the resulting reports are not predictive They provide historical reporting from which analysis and comparison may serve as a retrospective report card, although not necessarily indicative about the future A smart data and smart data strategy approach improves ability of enterprises to prepare for and more accurately anticipate the future The art of management becomes more of a science in this regard whenever properties such as monotonicity are taken into consideration In certain forecasting problems it is very natural to assume that the forecasting function will satisfy the monotonicity property For example, in nancial forecasting models individual demand is shown to increase with one s income In medicine,.

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At the hardware and software level, security can be provided by applications and hardware architectures that rely on username and password software protection schemes secure ID cards, and biometrics such as voice, ngerprint, and retinal recognition. In addition, process issues, such as resource management, knowledge man agement policies and guidelines, and process de nitions are just as impor tant in de ning the security of a collaborative environment. Even as the biotech-speci c supercomputer projects become commer cially viable and generally available, supportive political and legal envi ronments will continue to be necessary for true collaboration. Projects such as IBM s Blue Gene, and emergent technologies such as Web services and grid computing architectures will soon become commercially viable. These technologies may necessitate new legislation regarding the sharing of sensitive information such as biological data that may be used for weapons development. QR-Code generator on .net use asp.net qr code iso . with vb.net generate, create qr barcode none on .Related: 

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