The technical papers program for SC13 received 449 submissions of which 90 where selected for the program giving an acceptance rate of 20%. A rigorous peer review process, including author rebuttals and a 1.5 day face...
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The technical papers program for SC13 received 449 submissions of which 90 where selected for the program giving an acceptance rate of 20%. A rigorous peer review process, including author rebuttals and a 1.5 day face-to-face program committee meeting ensured that selected papers were the very best in our field. One of the tasks at the face-to-face meeting was also to select finalists for the best paper award, from which one is selected by a committee during the conference. To further highlight their achievement of being selected as the very top tier of all the submitted papers to SC13, the authors of these finalist papers were offered the opportunity to publish extended versions of their papers in this special issue journal;all eight authors accepted.
The proceedings contain 89 papers. The topics discussed include: a data-centric approach to extreme-scale ab initio dissipative quantum transport simulations;fast, scalable and accurate finite-element based ab initio ...
ISBN:
(纸本)9781450362290
The proceedings contain 89 papers. The topics discussed include: a data-centric approach to extreme-scale ab initio dissipative quantum transport simulations;fast, scalable and accurate finite-element based ab initio calculations using mixed precision computing: 46PFLOPS simulation of a metallic dislocation system;GrapHM: an efficient storage system for high throughput of concurrent graph processing;semantic query transformations for increased parallelization in distributed knowledge graph query processing;MIQS: metadata indexing and querying service for self-describing file formats;and scalable simulation of realistic volume fraction red blood cell flows through vascular networks.
The proceedings contain 8 papers. The topics discussed include: exploring the construction of a domain-aware toolchain for high-performancecomputing;a data flow language to develop highperformancecomputing DSLs;PTG...
ISBN:
(纸本)9781479970209
The proceedings contain 8 papers. The topics discussed include: exploring the construction of a domain-aware toolchain for high-performancecomputing;a data flow language to develop highperformancecomputing DSLs;PTG: an abstraction for unhindered parallelism;HSLOT: the HERCULES scriptable loop transformations engine;ExaSlang: a domain-specific language for highly scalable multigrid solvers;target-specific refinement of multigrid codes;the OPS domain specific abstraction for multi-block structured grid computations;and GridPACK: a framework for developing power grid simulations on highperformancecomputing platforms.
The proceedings contain 5 papers. The topics discussed include: on clustering techniques for the analysis of electric power grids;power system probabilistic and security analysis on commodity highperformance computin...
ISBN:
(纸本)9781450325103
The proceedings contain 5 papers. The topics discussed include: on clustering techniques for the analysis of electric power grids;power system probabilistic and security analysis on commodity highperformancecomputing systems;large-scale exploratory analysis, cleaning, and modeling for event detection in real-world power systems data;and evaluation of overlapping restricted additive Schwarz preconditioning for parallel solution of very large power flow problems.
The proceedings contain 9 papers. The topics discussed include: using the pilot library to teach message-passing programming;HPC/PDC immunization in the introductory computer science sequence;PDC education in the BGU ...
ISBN:
(纸本)9781479970216
The proceedings contain 9 papers. The topics discussed include: using the pilot library to teach message-passing programming;HPC/PDC immunization in the introductory computer science sequence;PDC education in the BGU ECE department;development of a computational and data-enabled science and engineering Ph.D. program;trusted high-performancecomputing in the classroom;teaching highperformancecomputing: lessons from a flipped classroom, project-based course on finite element methods;teaching parallelism without programming: a data science curriculum for non-CS students;the blue waters student internship program: promoting competence and confidence for next generation researchers in high-performancecomputing;and teaching parallel programming using java.
The proceedings contain 101 papers. The topics discussed include: an efficient and non-intrusive GPU scheduling framework for deep learning training systems;preparing nuclear astrophysics for exascale;SEFEE: lightweig...
ISBN:
(纸本)9781728199986
The proceedings contain 101 papers. The topics discussed include: an efficient and non-intrusive GPU scheduling framework for deep learning training systems;preparing nuclear astrophysics for exascale;SEFEE: lightweight storage error forecasting in large-scale enterprise storage systems;speeding up SpMV for power-law graph analytics by enhancing locality % vectorization;a 1024-member ensemble data assimilation with 3.5-km mesh global weather simulations;MoHA: a composable system for efficient in-situ analytics on heterogeneous HPC systems;term quantization: furthering quantization at run time;job characteristics on large-scale systems: long-term analysis, quantification, and implications;an in-depth analysis of the slingshot interconnect;VERITAS: accurately estimating the correct output on noisy intermediate-scale quantum computers;and evaluation of a minimally synchronous algorithm for 2:1 octree balance.
The proceedings contain 6 papers. The topics discussed include: the benefits and challenges of vHPC and cloud computing;integration of high-performancecomputing into a VCL cloud;archipelago: unified storage over comm...
ISBN:
(纸本)9781450323789
The proceedings contain 6 papers. The topics discussed include: the benefits and challenges of vHPC and cloud computing;integration of high-performancecomputing into a VCL cloud;archipelago: unified storage over commodity hardware using RADOS;the evolution of the ARM architecture towards big data and the data-center;and maximizing performance with cloud-virtualized dataflow engine co-processors.
The proceedings contain 64 papers. The topics discussed include: redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on sunway TaihuLight;18.9-Pflops nonlinear earthquake simulatio...
ISBN:
(纸本)9781450351140
The proceedings contain 64 papers. The topics discussed include: redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on sunway TaihuLight;18.9-Pflops nonlinear earthquake simulation on sunway TaihuLight: enabling depiction of 18-hz and 8-meter scenarios;massively parallel 3D image reconstruction;LocoFS: a loosely-coupled metadata service for distributed file systems;tagit: an integrated indexing and search service for file systems;a configurable rule based classful token bucket filter network request scheduler for the luster file system;and understanding error propagation in deep learning neural network (DNN) accelerators and applications.
The proceedings contain 8 papers. The topics discussed include: experimental multi-threading support for the Julia programming language;petascale Tcl with NAMD, VMD, and swift/T;convex optimization in Julia;parallel a...
ISBN:
(纸本)9781479970209
The proceedings contain 8 papers. The topics discussed include: experimental multi-threading support for the Julia programming language;petascale Tcl with NAMD, VMD, and swift/T;convex optimization in Julia;parallel algebraic modeling for stochastic optimization;Julia and the numerical homogenization of PDEs;comparing a high and low-level deep neural network implementation for automatic speech recognition;parallel prefix polymorphism permits parallelization, presentation & proof;and a practical framework for infinite-dimensional linear algebra.
The proceedings contain 5 papers. The topics discussed include: supporting software engineering practices in the development of data-intensive HPC applications with the JuML framework;experiences on clustering high-di...
ISBN:
(纸本)9781450351355
The proceedings contain 5 papers. The topics discussed include: supporting software engineering practices in the development of data-intensive HPC applications with the JuML framework;experiences on clustering high-dimensional data using pbdR;software engineering for efficient development of flexible numerical software;pFLogger: the parallel Fortran logging framework for HPC applications;and proposal for a scientific software lifecycle model.
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