Highly experienced physicians and biologists clearly explain the basic technical knowledge needed to use AFM and demonstrate its multifarious uses in biomedicine and the life sciences. The applications range widely from morphostructural analyses of cellular structures, to the investigation of subcellular structures, to functional investigations, and reveal a powerful new way of looking at biological samples.
Lecture 9: Collections includes A collection, also called a container, is an object that groups multiple elements into a single unit; Collections are used to store, retrieve and manipulate data; A collection framework.
Clusters define a collection of servers that operate as if they were a single machine. The primary purpose
of high availability (HA) clusters is to provide uninterrupted access to data, even if a server loses
network or storage connectivity, or fails completely, or if the application running on the server fails.
HA clusters are mainly used for e-mail and database servers, and for file sharing. In their most basic
implementation, HA clusters consist of two server machines (referred to as “nodes”) that “share”
In the network model, data is represented using a collection of records. The records are related to each other using links. Each record consists of fields and each field contains a single data value. A data structure diagram can be used to represent the design of a network model.
The ergodic hypothesis, which assumes the independence of each cell of the
ensemble from all the others, is a necessary prerequisite to attach single cell
based explanations to the grand averages taken from population data. This
was the prevailing view about the interpretation of cellular biology experi-ments that typically are performed on colonies of billions of cells.
This Health System Assessment (HSA) was carried out to identify strengths and challenges of the
Ugandan health system, and to make recommendations for interventions to strengthen the system. It
has three specific objectives: First, it provides a baseline for monitoring health system performance
throughout the period of the country‟s Health Sector Strategic and Investment Plan 2010/11–2014/15
Language Integrated Query (LINQ), as well as the C# 3.0 and VB 9.0 language extensions to support it, is
the most import single new feature of Visual Studio 2008 and the .NET Framework 3.x. LINQ is
Microsoft ’ s first attempt to define a universal query language for a diverse set of in - memory collections
of generic objects, entities persisted in relational database tables, and element and attributes of XML
documents or fragments, as well as a wide variety of other data types, such as RSS and Atom
syndication feeds. Microsoft invested millions of dollars in Anders Hejlsberg...
Establishing a network performance baseline requires collecting key performance data from the ports and devices that are essential to network operation.1 Gather symptoms - Troubleshooting begins with the process of gathering and documenting symptoms from the network, end systems, and users.
Stage 2 Isolate the problem - The problem is not truly isolated until a single problem, or a set of related problems, is identified.
ICC White Papers are one of the formal deliverables of the International Color Consortium, the
other being the ICC specification itself – ISO 15076: Image technology color management –
Architecture, profile format, and data structure. The White Papers undergo an exhaustive
internal development process, followed by a formal technical review by the membership and a
ballot for approval by the ICC Steering Committee.
Installing Oracle Database 11g
Automatic Diagnostic Repository
Oracle Database 11g offers a new automatic diagnostic repository (ADR), which provides a single directory location for all the diagnostic data needed for diagnosing and repairing database problems. The ADR uses standard methods to store diagnostic data for the database as well as other Oracle products. Various automatic diagnostic tools then use this diagnostic data to quickly diagnose and resolve problems.
A Grid can be deﬁned as a layer of networked services that allow users single sign-on access to a distributed collection of compute, data, and application resources. The Grid services allow the entire collection to be seen as a seamless information processing system that the user can access from any location. Unfortunately, for application developers, this Grid vision has been a rather elusive goal. The problem is that while there are several good frameworks for Grid architectures (Globus  and Legion/Avaki ), the task of application development and deployment has not become easier....
Protocols and data sources present other variables considered determining average and peak
load requirements. In terms of effect on EPS rates, our experience is that systems using UDP can
generate more events more quickly, but this creates a higher load for the management tool,
which actually slows collection and correlation when compared to TCP. One of our reviewing
analysts has seen UDP packets dropped at 3,000 EPS, while TCP could maintain a 100,000 EPS
load. It’s also been our experience that use of both protocols in single environment....
2nd aggregate data type: struct.
Recall: aggregate meaning "grouping".
Recall array: collection of values of same type.
Structure: collection of values of different types.
Treated as a single item, like arrays.
Major difference: Must first "define" struct.
Prior to declaring any variables.
It is clear from such a deﬁnition that unusual event de-
tection entails a number of challenges. The rarity of an un-
usual event means that collecting sufﬁcient training data for
supervised learning will often be infeasible, necessitating
methods for learning from small numbers of examples. In
addition, more than one type of unusual event may occur
in a given data sequence, where the event types can be ex-
pected to differ markedly from one another.
Now that we have said so much about EPS, it is important to note that no one
ever analyzes a single second’s worth of data. An EPS rating is simply designed as
a guideline to be used for evaluation, planning and comparison. When design-
ing a SIEM system, one must also consider the volume of data that may be ana-
lyzed for a single incident. If an organization collects an average of 20,000 EPS
over eight hours of an ongoing incident, that will require sorting and analysis of
576,000,000 data records. Using a 300 byte average size, that...
We propose a simple generative, syntactic language model that conditions on overlapping windows of tree context (or treelets) in the same way that n-gram language models condition on overlapping windows of linear context. We estimate the parameters of our model by collecting counts from automatically parsed text using standard n-gram language model estimation techniques, allowing us to train a model on over one billion tokens of data using a single machine in a matter of hours.
Structure is collection of different types Class used to combine data and functionsinto single unit - object, Member variables and member functions Can be public , accessed outside class Can be private , accessed only in a memberfunction’s definition.
An efficient, organized approach is needed. Java and most other high-level languages provide a data structure, the array, which stores a fixed-size sequential collection of elements of the same type. In the present case, you can store all 100 numbers into an array and access them through a single array variable.