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High Performance Computing on Virtualized Environments Ganesh Thiagarajan Fall 2014 Instructor: Yuzhe(Richard) Tang Syracuse University
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Overview Virtualization refers to act of creating a virtual version of hardware or software Virtual machine is an emulation of a computer system In this paper, we are mainly discussing about Virtualization, how to achieve virtualization in Higher Performance Computing applications XEN which is a Hypervisor various other factors that affect achieving high performance in Virtualization
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Introduction Virtualization: a technique which utilizes the underlying hardware for creating different many copies of virtual machines Benefits Reduction of power Cooling costs Increased availability Isolation Reduce Hardware Vendor lock-in Every Virtual Machine is a distinct copy Depending on the availability of Hardware Resources, a number of Virtual Machines can be allocated Allocating virtual machines to available hardware is called Virtual Machine Placement Problem
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Virtualization (Cont.) Virtualization modes Full-Virtualization Para-Virtualization Full VirtualizationPara Virtualization
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Virtualization (Cont.) Full Virtualization: Advantages: improves CPU and performance gives the flexibility of running different Operating Systems Live migration is very easy Disadvantages: Hardware and Software components needs to be compatible Due to x86 protected instruction, performance might be low
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Virtualization (Cont.) Para Virtualization: Advantages: very easier to implement Considerable increase in the performance Disadvantages: Guest OS requires modification which in turn results in poor compatibility
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Virtual Machine Placement Bin Packing solution problem Offline Algorithms Online Algorithms Next Fit Algorithm First Fit Algorithm Best Fit Algorithm
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Virtual Machine Live Migration can be migrated from one hardware to other available hardware resource without disturbing the running virtual machine without shutting down the Operating System can be performed by Hypervisor Sample Live Migration Code:
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Virtual Machine Monitor Software program which runs over the hardware is Hypervisor Types: Type 1 Hypervisor Type 2 Hypervisor Type 1 HypervisorType 2 Hypervisor
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Virtual Machine Monitor (Cont.) a piece of software which manages Virtual Machines also termed as Hypervisor Examples: Adeos, Hyper-V, VMWare – VSphere and VCloud and Xen Ganeti is a Virtual Machine cluster management tool developed by Google uses either Xen or KVM as the virtualization platform
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High Performance Computing Computers are expected to process on large data in a shorter time tradeoffs in achieving the desired process with the available resource done with Super Computers Examples: 3D Nuclear Test Simulation, Genomic Assembly pipelines, Satellite Image Processing
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High Performance Computing (Cont.) Can be achieved with Recent technologies Grid Computing Cluster Computing Systems Cloud Computing Our Focus is on: Cloud Computing – Virtualized Environments
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High Performance Computing (Cont.) Challenges for High Performance Computing lack of high speed interconnects maximum of 10Gigabit Ethernet Security of private data on Cloud Environments Amazon Cloud Service On-demand instances, Reserved instances and Spot instances
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XEN – Hypervisor Type 1 Hypervisor Para Virtualization Modules: DOM0 Host Operating System has complete access to hardware DOMU Virtual Machine which runs its own Operating Systems Guest Machines Hypervisor Virtual Machine Monitor complete access to control and manage CPUs, Memory
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XEN Architecture:
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XEN Architecture (Cont.) access to the tables are restricted to the virtual machines read access to the page tables VMM is the key component more levels of access Handles traps and interrupts latest development XenoLinux capable of running more than 100 virtual machines
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HPC on Virtualized Environments process large volume of data requires extensive computational power to execute the set of instructions produce results for the same Hardware failures can be completely taken care Example: For example, if one of HPC application is trying to run an intense algorithms and a Hardware failure is detected where the virtual machine is residing, the VMM can effectively migrate the virtual machine to the next available server without interrupting the tasks which are running in the virtual environment.
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HPC on Virtualized Environments (Cont.) increases productivity in HPC applications VMM authorizes other virtual machines to get information performance of the HPC applications benefits New Release Virtualization Spectrum
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Conclusion Virtualization concepts, VM based computing in High Performance Computing application and Xen Architecture and its applications key notes in High Performance Computing how High Performance Computing applications can benefits from the Virtualized environment key features like Live Migration Server consolidation would be the tedious task saved by running the HPC in the virtualized environment
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Thank You!
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