A computer cluster is a group of tightly coupled computers that work together like a single computer (Paragraph 1). Clusters are commonly connected through fast local area networks and have evolved to support applications ranging from e-commerce to databases (Paragraph 2). A cluster uses interconnected standalone computers that cooperate to create the illusion of a single computer with parallel processing capabilities. Clusters provide benefits like reduced costs, high availability if components fail, and scalability by allowing addition of nodes (Paragraphs 3-4). The history of clusters began in the 1970s and operating systems like Linux are now commonly used (Paragraph 5). Clusters have architectures with interconnected nodes that appear as a single system to users (Paragraph 6). Clusters are categorized based on availability
This is the presentation on clusters computing which includes information from other sources too including my own research and edition. I hope this will help everyone who required to know on this topic.
Cluster computing is a type of computing where a group of several computers are linked together, allowing the entire group of computers to behave as if it were a single entity. There are a wide variety of different reasons why people might use cluster computing for various computer tasks. It s also used to make sure that a computing system will always be available. It is unknown when this cluster computing concept was first developed, and several different organizations have claimed to have invented it.
This is the presentation on clusters computing which includes information from other sources too including my own research and edition. I hope this will help everyone who required to know on this topic.
Cluster computing is a type of computing where a group of several computers are linked together, allowing the entire group of computers to behave as if it were a single entity. There are a wide variety of different reasons why people might use cluster computing for various computer tasks. It s also used to make sure that a computing system will always be available. It is unknown when this cluster computing concept was first developed, and several different organizations have claimed to have invented it.
A cluster is a type of parallel or distributed computer system, which consists of a collection of inter-connected stand-alone computers working together as a single integrated computing resource.
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A cluster is a type of parallel or distributed computer system, which consists of a collection of inter-connected stand-alone computers working together as a single integrated computing resource.
This Presentation was prepared by Abdussamad Muntahi for the Seminar on High Performance Computing on 11/7/13 (Thursday) Organized by BRAC University Computer Club (BUCC) in collaboration with BRAC University Electronics and Electrical Club (BUEEC).
Cloud computing introduction and concept as per the RGPV, BE syllabus. PPt contains the material from various cloud Draft (NIST) and other research material to fulfill the Syllabus requirement.
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3. INTRODUCTION
A computer cluster is a group of tightly coupled
computers that work together closely so that it
can be viewed as a single computer.
Clusters are commonly connected through fast
local area networks.
Clusters have evolved to support applications
ranging from e-commerce, to high performance
database applications.
5. CLUSTER COMPUTERS
A group of interconnected WHOLE
COMPUTERS works together as a unified
computing resource that can create the
illusion of being one machine having parallel
processing.
The components of a cluster are commonly,
but not always, connected to each other
through fast local area networks.
6. WHY TO USE CLUSTERS
Price/Performance
The reason for the growth in use of clusters is that they
have significantly reduced the cost of processing power.
Availability
Single points of failure can be eliminated, if any one
system component goes down, the system as a whole stay
highly available.
Scalability
HPC clusters can grow in overall capacity because
processors and nodes can be added as demand
increases.
7. HISTORY
The first commodity clustering product was ARCsystem,
developed by Datapoint in 1977.
The next product was VAXcluster, released by DEC in
1980’s.
Microsoft, Sun Microsystems, and other leading hardware
and software companies offer clustering packages.
But Linux is the most widely used operating systems ever
since for cluster computers around the world.
8. ARCHITECTURE
A cluster is a type of parallel /distributed processing
system,which consists of a collection of interconnected
stand-alone computers cooperatively working together a
single, integrated computing resource.
A node:
a single or multiprocessor system with memory, I/O
facilities, &OS
generally 2 or more computers (nodes) connected
together
in a single cabinet, or physically separated & connected
via a LAN
appear as a single system to users and applications
provide a cost-effective way to gain features and benefits
11. HIGH AVAILABILITY CLUSTERS
Avoid single point of failure
This requires atleast two nodes - a primary a
nd a backup.
Always with redundancy
Almost all load balancing cluster are with HA
capability.
12. LOAD BALANCING CLUSTERS
PC cluster deliver load balancing performanc
e
Commonly used with busy ftp and web serve
rs with large client base
Large number of nodes to share load
13. HIGH-PERFORMANCE
Start from 1994
Donald Becker of NASA assembled this clust
er.
Also called Beowulf cluster
Applications like data mining, simulations, pa
rallel
processing, weather modeling, etc.
15. CLUSTER NETWORKING
Huge difference in the speed of data
accessibility and transferability and how the
nodes communicate.
Just got to make sure that if it’s in your
budget then the clusters have the similar
networking capabilities and if possible, then
buy the network adapters from the same
manufacturer.
16. CLUSTER SOFTWARE
You will have to build versions of clustering
software for each kind of system you include
in your cluster.
17. PROGRAMMING
Our code will have to be written to support
the lowest common denominator for data
types supported by the least powerful node
in our cluster. With mixed machines, the
more powerful machines will have attributes
that cannot be attained in the powerful
machine.
18. TIMING
This is the most problematic aspect of
cluster. Since these machines have different
performance profile our code will execute at
different rates on the different kinds of nodes.
This can cause serious bottlenecks if a
process on one node is waiting for results of
a calculation on a slower node..
19. NETWORK SELECTION
There are a number of different kinds of
network topologies, including buses, cubes
of various degrees, and grids/meshes. These
network topologies will be implemented by
use of one or more network interface cards,
or NICs, installed into the head-node and
compute nodes of our cluster.
20. SPEED SELECTION
No matter what topology you choose for
your cluster, you will want to get fastest
network that your budget allows. Fortunately,
the availability of high speed computers has
also forced the development of high speed
networking systems.
Examples are :
10Mbit Ethernet, 100Mbit Ethernet, gigabit
networking, channel bonding etc.