Virtual Machine Monitor: the Original Execution Environment
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A Case for High Performance Computing with Virtual Machines
A Case for High Performance Computing with Virtual Machines Wei Huangy Jiuxing Liuz Bulent Abaliz Dhabaleswar K. Panday y Computer Science and Engineering z IBM T. J. Watson Research Center The Ohio State University 19 Skyline Drive Columbus, OH 43210 Hawthorne, NY 10532 fhuanwei, [email protected] fjl, [email protected] ABSTRACT in the 1960s [9], but are experiencing a resurgence in both Virtual machine (VM) technologies are experiencing a resur- industry and research communities. A VM environment pro- gence in both industry and research communities. VMs of- vides virtualized hardware interfaces to VMs through a Vir- fer many desirable features such as security, ease of man- tual Machine Monitor (VMM) (also called hypervisor). VM agement, OS customization, performance isolation, check- technologies allow running different guest VMs in a phys- pointing, and migration, which can be very beneficial to ical box, with each guest VM possibly running a different the performance and the manageability of high performance guest operating system. They can also provide secure and computing (HPC) applications. However, very few HPC ap- portable environments to meet the demanding requirements plications are currently running in a virtualized environment of computing resources in modern computing systems. due to the performance overhead of virtualization. Further, Recently, network interconnects such as InfiniBand [16], using VMs for HPC also introduces additional challenges Myrinet [24] and Quadrics [31] are emerging, which provide such as management and distribution of OS images. very low latency (less than 5 µs) and very high bandwidth In this paper we present a case for HPC with virtual ma- (multiple Gbps). -
A Light-Weight Virtual Machine Monitor for Blue Gene/P
A Light-Weight Virtual Machine Monitor for Blue Gene/P Jan Stoessx{1 Udo Steinbergz1 Volkmar Uhlig{1 Jonathan Appavooy1 Amos Waterlandj1 Jens Kehnex xKarlsruhe Institute of Technology zTechnische Universität Dresden {HStreaming LLC jHarvard School of Engineering and Applied Sciences yBoston University ABSTRACT debugging tools. CNK also supports I/O only via function- In this paper, we present a light-weight, micro{kernel-based shipping to I/O nodes. virtual machine monitor (VMM) for the Blue Gene/P Su- CNK's lightweight kernel model is a good choice for the percomputer. Our VMM comprises a small µ-kernel with current set of BG/P HPC applications, providing low oper- virtualization capabilities and, atop, a user-level VMM com- ating system (OS) noise and focusing on performance, scal- ponent that manages virtual BG/P cores, memory, and in- ability, and extensibility. However, today's HPC application terconnects; we also support running native applications space is beginning to scale out towards Exascale systems of directly atop the µ-kernel. Our design goal is to enable truly global dimensions, spanning companies, institutions, compatibility to standard OSes such as Linux on BG/P via and even countries. The restricted support for standardized virtualization, but to also keep the amount of kernel func- application interfaces of light-weight kernels in general and tionality small enough to facilitate shortening the path to CNK in particular renders porting the sprawling diversity applications and lowering OS noise. of scalable applications to supercomputers more and more a Our prototype implementation successfully virtualizes a bottleneck in the development path of HPC applications. -
Opportunities for Leveraging OS Virtualization in High-End Supercomputing
Opportunities for Leveraging OS Virtualization in High-End Supercomputing Kevin T. Pedretti Patrick G. Bridges Sandia National Laboratories∗ University of New Mexico Albuquerque, NM Albuquerque, NM [email protected] [email protected] ABSTRACT formance, making modest virtualization performance over- This paper examines potential motivations for incorporating heads viable. In these cases,the increased flexibility that vir- virtualization support in the system software stacks of high- tualization provides can be used to support a wider range end capability supercomputers. We advocate that this will of applications, to enable exascale co-design research and increase the flexibility of these platforms significantly and development, and provide new capabilities that are not pos- enable new capabilities that are not possible with current sible with the fixed software stacks that high-end capability fixed software stacks. Our results indicate that compute, supercomputers use today. virtual memory, and I/O virtualization overheads are low and can be further mitigated by utilizing well-known tech- The remainder of this paper is organized as follows. Sec- niques such as large paging and VMM bypass. Furthermore, tion 2 discusses previous work dealing with the use of virtu- since the addition of virtualization support does not affect alization in HPC. Section 3 discusses several potential areas the performance of applications using the traditional native where platform virtualization could be useful in high-end environment, there is essentially no disadvantage to its ad- supercomputing. Section 4 presents single node native vs. dition. virtual performance results on a modern Intel platform that show that compute, virtual memory, and I/O virtualization 1. -
A Virtual Machine Environment for Real Time Systems Laboratories
AC 2007-904: A VIRTUAL MACHINE ENVIRONMENT FOR REAL-TIME SYSTEMS LABORATORIES Mukul Shirvaikar, University of Texas-Tyler MUKUL SHIRVAIKAR received the Ph.D. degree in Electrical and Computer Engineering from the University of Tennessee in 1993. He is currently an Associate Professor of Electrical Engineering at the University of Texas at Tyler. He has also held positions at Texas Instruments and the University of West Florida. His research interests include real-time imaging, embedded systems, pattern recognition, and dual-core processor architectures. At the University of Texas he has started a new real-time systems lab using dual-core processor technology. He is also the principal investigator for the “Back-To-Basics” project aimed at engineering student retention. Nikhil Satyala, University of Texas-Tyler NIKHIL SATYALA received the Bachelors degree in Electronics and Communication Engineering from the Jawaharlal Nehru Technological University (JNTU), India in 2004. He is currently pursuing his Masters degree at the University of Texas at Tyler, while working as a research assistant. His research interests include embedded systems, dual-core processor architectures and microprocessors. Page 12.152.1 Page © American Society for Engineering Education, 2007 A Virtual Machine Environment for Real Time Systems Laboratories Abstract The goal of this project was to build a superior environment for a real time system laboratory that would allow users to run Windows and Linux embedded application development tools concurrently on a single computer. These requirements were dictated by real-time system applications which are increasingly being implemented on asymmetric dual-core processors running different operating systems. A real time systems laboratory curriculum based on dual- core architectures has been presented in this forum in the past.2 It was designed for a senior elective course in real time systems at the University of Texas at Tyler that combines lectures along with an integrated lab. -
Three Architectural Models for Compiler-Controlled Speculative
Three Architectural Mo dels for Compiler-Controlled Sp eculative Execution Pohua P. Chang Nancy J. Warter Scott A. Mahlke Wil liam Y. Chen Wen-mei W. Hwu Abstract To e ectively exploit instruction level parallelism, the compiler must move instructions across branches. When an instruction is moved ab ove a branch that it is control dep endent on, it is considered to b e sp eculatively executed since it is executed b efore it is known whether or not its result is needed. There are p otential hazards when sp eculatively executing instructions. If these hazards can b e eliminated, the compiler can more aggressively schedule the co de. The hazards of sp eculative execution are outlined in this pap er. Three architectural mo dels: re- stricted, general and b o osting, whichhave increasing amounts of supp ort for removing these hazards are discussed. The p erformance gained by each level of additional hardware supp ort is analyzed using the IMPACT C compiler which p erforms sup erblo ckscheduling for sup erscalar and sup erpip elined pro cessors. Index terms - Conditional branches, exception handling, sp eculative execution, static co de scheduling, sup erblo ck, sup erpip elining, sup erscalar. The authors are with the Center for Reliable and High-Performance Computing, University of Illinois, Urbana- Champaign, Illinoi s, 61801. 1 1 Intro duction For non-numeric programs, there is insucient instruction level parallelism available within a basic blo ck to exploit sup erscalar and sup erpip eli ned pro cessors [1][2][3]. Toschedule instructions b eyond the basic blo ck b oundary, instructions havetobemoved across conditional branches. -
GT-Virtual-Machines
College of Design Virtual Machine Setup for CP 6581 Fall 2020 1. You will have access to multiple College of Design virtual machines (VMs). CP 6581 will require VMs with ArcGIS installed, and for class sessions we will start the semester using the K2GPU VM. You should open each VM available to you and check to see if ArcGIS is installed. 2. Here are a few general notes on VMs. a. Because you will be a new user when you first start a VM, you may be prompted to set up Microsoft Explorer, Microsoft Edge, Adobe Creative Suite, or other software. You can close these windows and set up specific software later, if you wish. b. Different VMs allow different degrees of customization. To customize right-click on an empty Desktop area and choose “Personalize”. Change your background to a solid color that’s a distinctive color so you can easily distinguish your virtual desktop from your local computer’s desktop. Some VMs will remember your desktop color, other VMs must be re-set at each login, other VMs won’t allow you to change the background color but may allow you to change a highlight color from the “Colors” item on the left menu just below “Background”. c. Your desktop will look exactly the same as physical computer’s desktop except for the small black rectangle at the middle of the very top of the VM screen. Click on the rectangle and a pop-down horizontal menu of VM options will appear. Here are two useful options. i. Preferences then File Access will allow you to grant VM access to your local computer’s drives and files. -
Opportunities and Open Problems for Static and Dynamic Program Analysis Mark Harman∗, Peter O’Hearn∗ ∗Facebook London and University College London, UK
1 From Start-ups to Scale-ups: Opportunities and Open Problems for Static and Dynamic Program Analysis Mark Harman∗, Peter O’Hearn∗ ∗Facebook London and University College London, UK Abstract—This paper1 describes some of the challenges and research questions that target the most productive intersection opportunities when deploying static and dynamic analysis at we have yet witnessed: that between exciting, intellectually scale, drawing on the authors’ experience with the Infer and challenging science, and real-world deployment impact. Sapienz Technologies at Facebook, each of which started life as a research-led start-up that was subsequently deployed at scale, Many industrialists have perhaps tended to regard it unlikely impacting billions of people worldwide. that much academic work will prove relevant to their most The paper identifies open problems that have yet to receive pressing industrial concerns. On the other hand, it is not significant attention from the scientific community, yet which uncommon for academic and scientific researchers to believe have potential for profound real world impact, formulating these that most of the problems faced by industrialists are either as research questions that, we believe, are ripe for exploration and that would make excellent topics for research projects. boring, tedious or scientifically uninteresting. This sociological phenomenon has led to a great deal of miscommunication between the academic and industrial sectors. I. INTRODUCTION We hope that we can make a small contribution by focusing on the intersection of challenging and interesting scientific How do we transition research on static and dynamic problems with pressing industrial deployment needs. Our aim analysis techniques from the testing and verification research is to move the debate beyond relatively unhelpful observations communities to industrial practice? Many have asked this we have typically encountered in, for example, conference question, and others related to it. -
A Parallel Program Execution Model Supporting Modular Software Construction
A Parallel Program Execution Model Supporting Modular Software Construction Jack B. Dennis Laboratory for Computer Science Massachusetts Institute of Technology Cambridge, MA 02139 U.S.A. [email protected] Abstract as a guide for computer system design—follows from basic requirements for supporting modular software construction. A watershed is near in the architecture of computer sys- The fundamental theme of this paper is: tems. There is overwhelming demand for systems that sup- port a universal format for computer programs and software The architecture of computer systems should components so users may benefit from their use on a wide reflect the requirements of the structure of pro- variety of computing platforms. At present this demand is grams. The programming interface provided being met by commodity microprocessors together with stan- should address software engineering issues, in dard operating system interfaces. However, current systems particular, the ability to practice the modular do not offer a standard API (application program interface) construction of software. for parallel programming, and the popular interfaces for parallel computing violate essential principles of modular The positions taken in this presentation are contrary to or component-based software construction. Moreover, mi- much conventional wisdom, so I have included a ques- croprocessor architecture is reaching the limit of what can tion/answer dialog at appropriate places to highlight points be done usefully within the framework of superscalar and of debate. We start with a discussion of the nature and VLIW processor models. The next step is to put several purpose of a program execution model. Our Parallelism processors (or the equivalent) on a single chip. -
Virtualizationoverview
VMWAREW H WHITEI T E PPAPERA P E R Virtualization Overview 1 VMWARE WHITE PAPER Table of Contents Introduction .............................................................................................................................................. 3 Virtualization in a Nutshell ................................................................................................................... 3 Virtualization Approaches .................................................................................................................... 4 Virtualization for Server Consolidation and Containment ........................................................... 7 How Virtualization Complements New-Generation Hardware .................................................. 8 Para-virtualization ................................................................................................................................... 8 VMware’s Virtualization Portfolio ........................................................................................................ 9 Glossary ..................................................................................................................................................... 10 2 VMWARE WHITE PAPER Virtualization Overview Introduction Virtualization in a Nutshell Among the leading business challenges confronting CIOs and Simply put, virtualization is an idea whose time has come. IT managers today are: cost-effective utilization of IT infrastruc- The term virtualization broadly describes the separation -
Virtual Machine Benchmarking Kim-Thomas M¨Oller Diploma Thesis
Universitat¨ Karlsruhe (TH) Institut fur¨ Betriebs- und Dialogsysteme Lehrstuhl Systemarchitektur Virtual Machine Benchmarking Kim-Thomas Moller¨ Diploma Thesis Advisors: Prof. Dr. Frank Bellosa Joshua LeVasseur 17. April 2007 I hereby declare that this thesis is the result of my own work, and that all informa- tion sources and literature used are indicated in the thesis. I also certify that the work in this thesis has not previously been submitted as part of requirements for a degree. Hiermit erklare¨ ich, die vorliegende Arbeit selbstandig¨ und nur unter Benutzung der angegebenen Literatur und Hilfsmittel angefertigt zu haben. Alle Stellen, die wortlich¨ oder sinngemaߨ aus veroffentlichten¨ und nicht veroffentlichten¨ Schriften entnommen wurden, sind als solche kenntlich gemacht. Die Arbeit hat in gleicher oder ahnlicher¨ Form keiner anderen Prufungsbeh¨ orde¨ vorgelegen. Karlsruhe, den 17. April 2007 Kim-Thomas Moller¨ Abstract The resurgence of system virtualization has provoked diverse virtualization tech- niques targeting different application workloads and requirements. However, a methodology to compare the performance of virtualization techniques at fine gran- ularity has not yet been introduced. VMbench is a novel benchmarking suite that focusses on virtual machine environments. By applying the pre-virtualization ap- proach for hypervisor interoperability, VMbench achieves hypervisor-neutral in- strumentation of virtual machines at the instruction level. Measurements of dif- ferent virtual machine configurations demonstrate how VMbench helps rate and predict virtual machine performance. Kurzfassung Das wiedererwachte Interesse an der Systemvirtualisierung hat verschiedenartige Virtualisierungstechniken fur¨ unterschiedliche Anwendungslasten und Anforde- rungen hervorgebracht. Jedoch wurde bislang noch keine Methodik eingefuhrt,¨ um Virtualisierungstechniken mit hoher Granularitat¨ zu vergleichen. VMbench ist eine neuartige Benchmarking-Suite fur¨ Virtuelle-Maschinen-Umgebungen. -
Visual Representations of Executing Programs
Visual Representations of Executing Programs Steven P. Reiss Department of Computer Science Brown University Providence, RI 02912-1910 401-863-7641, FAX: 401-863-7657 {spr}@cs.brown.edu Abstract Programmers have always been curious about what their programs are doing while it is exe- cuting, especially when the behavior is not what they are expecting. Since program execution is intricate and involved, visualization has long been used to provide the programmer with appro- priate insights into program execution. This paper looks at the evolution of on-line visual repre- sentations of executing programs, showing how they have moved from concrete representations of relatively small programs to abstract representations of larger systems. Based on this examina- tion, we describe the challenges implicit in future execution visualizations and methodologies that can meet these challenges. 1. Introduction An on-line visual representation of an executing program is a graphical display that provides information about what a program is doing as the program does it. Visualization is used to make the abstract notion of a computer executing a program concrete in the mind of the programmer. The concurrency of the visualization in con- junction with the execution lets the programmer correlate real time events (e.g., inputs, button presses, error messages, or unexpected delays) with the visualization, making the visualization more useful and meaningful. Visual representations of executing programs have several uses. First, they have traditionally been used for program understanding as can be seen from their use in most algorithm animation systems [37,52]. Second, in various forms they have been integrated into debuggers and used for debugging [2,31]. -
Distributed Virtual Machines: a System Architecture for Network Computing
Distributed Virtual Machines: A System Architecture for Network Computing Emin Gün Sirer, Robert Grimm, Arthur J. Gregory, Nathan Anderson, Brian N. Bershad {egs,rgrimm,artjg,nra,bershad}@cs.washington.edu http://kimera.cs.washington.edu Dept. of Computer Science & Engineering University of Washington Seattle, WA 98195-2350 Abstract Modern virtual machines, such as Java and Inferno, are emerging as network computing platforms. While these virtual machines provide higher-level abstractions and more sophisticated services than their predecessors from twenty years ago, their architecture has essentially remained unchanged. State of the art virtual machines are still monolithic, that is, they are comprised of closely-coupled service components, which are thus replicated over all computers in an organization. This crude replication of services forms one of the weakest points in today’s networked systems, as it creates widely acknowledged and well-publicized problems of security, manageability and performance. We have designed and implemented a new system architecture for network computing based on distributed virtual machines. In our system, virtual machine services that perform rule checking and code transformation are factored out of clients and are located in enterprise- wide network servers. The services operate by intercepting application code and modifying it on the fly to provide additional service functionality. This architecture reduces client resource demands and the size of the trusted computing base, establishes physical isolation between virtual machine services and creates a single point of administration. We demonstrate that such a distributed virtual machine architecture can provide substantially better integrity and manageability than a monolithic architecture, scales well with increasing numbers of clients, and does not entail high overhead.