OOIR: Observatory of International Research

Papers

(The median citation count of Parallel Computing is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-05-01 to 2024-05-01.)

Article	Citations
NekRS, a GPU-accelerated spectral element Navier–Stokes solver	42
Porting WarpX to GPU-accelerated platforms	27
Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms	19
SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent	17
OpenMP application experiences: Porting to accelerated nodes	17
Parallel and scalable Dunn Index for the validation of big data clusters	17
A thread-adaptive sparse approximate inverse preconditioning algorithm on multi-GPUs	16
Benchmarking the performance of irregular computations in AutoDock-GPU molecular docking	15
Toward performance-portable PETSc for GPU-based exascale systems	15
GPU algorithms for Efficient Exascale Discretizations	13
A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization	13
Implementation and evaluation of MPI 4.0 partitioned communication libraries	11
Multiscale modeling and cinematic visualization of photosynthetic energy conversion processes from electronic to cell scales	11
Enabling GPU accelerated computing in the SUNDIALS time integration library	11
Porting hypre to heterogeneous computer architectures: Strategies and experiences	11
Building a novel physical design of a distributed big data warehouse over a Hadoop cluster to enhance OLAP cube query performance	10
Dynamic power management for value-oriented schedulers in power-constrained HPC system	9
On revisiting energy and performance in microservices applications: A cloud elasticity-driven approach	9
HBPFP-DC: A parallel frequent itemset mining using Spark	9
Measurement and analysis of GPU-accelerated applications with HPCToolkit	8
AIR: Iterative refinement acceleration using arbitrary dynamic precision	8
A new scalable distributed k-means algorithm based on Cloud micro-services for High-performance computing	8
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers	8
Linear solvers for power grid optimization problems: A review of GPU-accelerated linear solvers	8
High performance sparse multifrontal solvers on modern GPUs	8

Achieving performance portability in Gaussian basis set density functional theory on accelerator based architectures in NWChemEx	7
Graph optimization algorithm for low-latency interconnection networks	7
A novel method of grouping target paths for parallel programs	7
Callback-based completion notification using MPI Continuations	6
A computational-graph partitioning method for training memory-constrained DNNs	6
ImRP: A Predictive Partition Method for Data Skew Alleviation in Spark Streaming Environment	6
A domain partitioning method using a multi-phase-field model for block-based AMR applications	6
Scalable communication for high-order stencil computations using CUDA-aware MPI	6
Towards performance portability in the Spark astrophysical magnetohydrodynamics solver in the Flash-X simulation framework	6
Exploring GPU acceleration of Deep Neural Networks using Block Circulant Matrices	6
Asynchronous parallel stochastic Quasi-Newton methods	5
Optimizing small channel 3D convolution on GPU with tensor core	5
Collectives in hybrid MPI+MPI code: Design, practice and performance	5
Using long vector extensions for MPI reductions	5
Ginkgo—A math library designed for platform portability	5
GPU acceleration of Levenshtein distance computation between long strings	5
Optimal task scheduling for partially heterogeneous systems	5
OpenCL-like offloading with metaprogramming for SX-Aurora TSUBASA	4
Speedup vs. quality: Asynchronous and cluster-based distributed adaptive genetic algorithms for ordered problems	4
Minimizing development costs for efficient many-core visualization using MCD3	4
Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems	4
Accelerated molecular dynamics simulation of Silicon Crystals on TaihuLight using OpenACC	4
Parallel branch and bound algorithm for solving integer linear programming models derived from behavioral synthesis	4
Low-synch Gram–Schmidt with delayed reorthogonalization for Krylov solvers	4
An optimisation of allreduce communication in message-passing systems	4
Improving the I/O of large geophysical models using PnetCDF and BeeGFS	4
GPU accelerated parallel reliability-guided digital volume correlation with automatic seed selection based on 3D SIFT	4
CCF: An efficient SpMV storage format for AVX512 platforms	4
An international survey on MPI users	4
Performance portability through machine learning guided kernel selection in SYCL libraries	4
MPI detach — Towards automatic asynchronous local completion	4
High performance solution of skew-symmetric eigenvalue problems with applications in solving the Bethe-Salpeter eigenvalue problem	4
A parallel strategy for density functional theory computations on accelerated nodes	4
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	3
AIOC2: A deep	3
Analysis of energy efficiency of a parallel AES algorithm for CPU-GPU heterogeneous platforms	3
Parallelization of network motif discovery using star contraction	3
Towards scaling community detection on distributed-memory heterogeneous systems	3
Delaunay triangulation of large-scale datasets using two-level parallelism	3
On the scalability of CFD tool for supersonic jet flow configurations	3
A multi-improvement local search using dataflow and GPU to solve the minimum latency problem	3
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis	3
An on-node scalable sparse incomplete LU factorization for a many-core iterative solver with Javelin	3
QMPI: A next generation MPI profiling interface for modern HPC platforms	3
Parallel graph coloring algorithms for distributed GPU environments	3
Tree cutting approach for domain partitioning on forest-of-octrees-based block-structured static adaptive mesh refinement with lattice Boltzmann method	3
NVIDIA IndeX accelerated computing for visualizing Cholla's galactic winds	3
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	2
Characterizing the performance of node-aware strategies for irregular point-to-point communication on heterogeneous architectures	2
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	2

Immortal rays: Rethinking random ray neutron transport on GPU architectures	2
MPI collective communication through a single set of interfaces: A case for orthogonality	2
Metall: A persistent memory allocator for data-centric analytics	2
Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices	2
Evaluating MPI resource usage summary statistics	2
OpenACC + Athread collaborative optimization of Silicon-Crystal application on Sunway TaihuLight	2
An improved exact algorithm and an NP-completeness proof for sparse matrix bipartitioning	2
Multi-level parallel multi-layer block reproducible summation algorithm	2
Robust parallel eigenvector computation for the non-symmetric eigenvalue problem	2
Evaluating adaptive and predictive power management strategies for optimizing visualization performance on supercomputers	2
Optimizing convolutional neural networks on multi-core vector accelerator	2
Tight Lower bound on power consumption for scheduling real-time periodic tasks in core-level DVFS systems	2
Resource allocation for task-level speculative scientific applications: A proof of concept using Parallel Trajectory Splicing	2
HySet: A hybrid framework for exact set similarity join using a GPU	2
Towards leveraging collective performance with the support of MPI 4.0 features in MPC	2
Optimal ATAPE task scheduling on reconfigurable and partitionable hierarchical hypercube networks	2
GPU-accelerated Lagrangian heuristic for multidimensional assignment problems with decomposable costs	2
Improved probabilistic I/O scheduling for limited-size Burst-Buffers deployed HPC	2
Asynchronous runtime with distributed manager for task-based programming models	2
Visualizing the world’s largest turbulence simulation	2
Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval	2
An evaluation of fast segmented sorting implementations on GPUs	2
Efficient parallel branch-and-bound approaches for exact graph edit distance problem	2
Context switch cost aware joint task merging and scheduling for deep learning applications	2
Lifeline-based load balancing schemes for Asynchronous Many-Task runtimes in clusters	2
Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming	2