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  • Published as a conference paper at ICLR 2022 - ETH Z
    Published as a conference paper at ICLR 2022 NEURAL PARAMETER ALLOCATION SEARCH Bryan A Plummer*†, Nikoli Dryden* ‡, Julius Frost †, Torsten Hoefler ‡, Kate Saenko †§ †Boston University, ‡ETH Zurich,¨ §MIT-IBM Watson AI Lab †{bplum,juliusf,saenko}@bu edu ‡{nikoli dryden,torsten hoefler}@inf ethz ch ABSTRACT Training neural networks requires increasing amounts of memory
  • Application Communication Needs - spcl. inf. ethz. ch
    • flits cs vu nl now resolves eng washington edu – And previous resolutions cut out most of the process 29 1: query 2: query UW nameserver (for washington edu) 4: eng washington edu 3: eng washington edu Local nameserver (for cs vu nl) I know the server for washington edu! Cache 30 Local Nameservers • Local nameserverstypically run by IT
  • Software Resource Disaggregation for HPC with Serverless Computing
    Software Resource Disaggregation for HPC with Serverless Computing Marcin Copik ∗, Marcin Chrapek , Larissa Schmid†, Alexandru Calotoiu , Torsten Hoefler∗ ∗Department of Computer Science, ETH Zurich, Z¨ urich, Switzerland¨ †Karlsruhe Institute of Technology, Germany ∗firstname lastname@inf ethz ch†larissa schmid@kit edu Abstract—Aggregated HPC resources have rigid allocation
  • ALVATORE I GIROLAMO DIGIROLS INF ETHZ CH DPHPC: Roofline Model
    spcl inf ethz ch @spcl_eth Usually, floating point performance (Gflop s) is the metric of interest Road to peak in-core performance: Improve ILP and apply SIMD Balance floating-point operation mix: equal number of additions and multiplications Hardware may have Fused Multiple-Add instructions (FMA) or equal number of adders multipliers 3
  • SPCL - Jobs - ETH Z
    ETH Zurich and the Computer Science departments offer excellent facilities for studying and recreation The department is among the leading institutions in Europe and worldwide The SPCL group has excellent contacts to US research institutions and universities, such as University of Illinois, Indiana University, Argonne National Laboratory
  • SPCL - People - ETH Z
    Contact: htor at inf ethz ch Office: OAT V 15 Torsten is a Full Professor of Computer Science at ETH Zürich, Switzerland Before joining ETH, he led the performance modeling and simulation efforts of parallel petascale applications for the NSF-funded Blue Waters project He is also a key member of the Message Passing Interface (MPI) Forum
  • ADRIAN PERRIG TORSTEN H Networks and Operating Systems (252-0062-00 . . .
    2015‐02‐18 8 spcl inf ethz ch @spcl_eth There are lots of operating systems concepts… Systems calls Concurrency and asynchrony Processes and threads Security, authorization, protection Memory, virtual memory, and paging Files and file systems, data management I O: Devices, Interrupts, DMA Network interfaces and protocol stacks
  • Today: We start on Operating Systems! - ETH Z
    spcl inf ethz ch @spcl_eth ADRIAN PERRIG T ORSTEN HOEFLER Networks and Operating Systems (252 -0062 -00) Chapter 1: Introduction to Operating Systems If Operating Systems were Airways (~year 2000) UNIX Airways Everyone brings one piece of the plane along when they come to the airport They all go out on the
  • September 2023 - Spcl - example. com - spcl. inf. ethz. ch
    Prior to CMU, Virginia was a postdoc at Stanford University and received a Ph D in Computer Science from UC Berkeley More details future talks <https: spcl inf ethz ch Bcast > Scalable Parallel Computing Lab (SPCL) Department of Computer Science, ETH Zurich Website, Twitter, Youtube, Github
  • PolarStar: Expanding the Horizon of Diameter-3 Networks - ETH Z
    kisham@colgate edu Colgate University Hamilton, NY, USA Maciej Besta mbesta@inf ethz ch ETH Zürich Zurich, Switzerland Nils Blach nils blach@inf ethz ch ETH Zürich Zurich, Switzerland Torsten Hoefler torsten hoefler@inf ethz ch ETH Zürich Zurich, Switzerland Fabrizio Petrini fabrizio petrini@intel com Intel Santa Clara, CA, USA ABSTRACT
  • Operang)Systems)and)Networks) Network)Lecture)12:)Applicaon)Layer) - ETH Z
    Operang)Systems)and)Networks)) Network)Lecture)12:)Applicaon)Layer) Adrian)Perrig) Network)Security)Group) ETHZürich)
  • Scaling Betweenness Centrality using Communication-Efficient . . . - ETH Z
    2Department of Computer Science, ETH Zurich 3Sapienza University of Rome solomon2@illinois edu, maciej besta@inf ethz ch, vella@di uniroma1 it, htor@inf ethz ch ABSTRACT Betweenness centrality (BC) is a crucial graph problem that mea-sures the signi˙cance of a vertex by the number of shortest paths leading through it
  • PolarFly: A Cost-Effective and Flexible Low-Diameter Topology - ETH Z
    fmaciej besta, patrick iff, torsten hoeflerg@inf ethz ch zHigh Performance Computing Division, Los Alamos National Laboratory, Los Alamos, NM, 87545, USA Hamilton, NY, 13346, USA kisham@colgate edu Abstract—In this paper we present PolarFly, a diameter-2 network topology based on the Erd˝os-R enyi family of polarity´
  • ATLAHS Network Simulator Toolchain - spcl. inf. ethz. ch
    ATLAHS Network Simulator Toolchain Network simulators play a crucial role in evaluating the performance of large-scale systems However, existing simulators rely heavily on synthetic microbenchmarks or narrowly focus on specific domains, limiting their ability to provide comprehensive performance insights
  • Software Resource Disaggregation for HPC with Serverless Computing - ETH Z
    Software Resource Disaggregation for HPC with Serverless Computing Marcin Copik ∗, Marcin Chrapek , Larissa Schmid†, Alexandru Calotoiu , Torsten Hoefler∗ ∗Department of Computer Science, ETH Zurich, Z¨ urich, Switzerland¨ †Karlsruhe Institute of Technology, Germany ∗firstname lastname@inf ethz ch†larissa schmid@kit edu Abstract—Aggregated HPC resources have rigid allocation





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