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 2020-04-01 to 2024-04-01.)

Article	Citations
NekRS, a GPU-accelerated spectral element Navier–Stokes solver	40
Porting WarpX to GPU-accelerated platforms	25
Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms	17
Parallel and scalable Dunn Index for the validation of big data clusters	17
OpenMP application experiences: Porting to accelerated nodes	16
A thread-adaptive sparse approximate inverse preconditioning algorithm on multi-GPUs	16
SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent	16
Toward performance-portable PETSc for GPU-based exascale systems	15
Benchmarking the performance of irregular computations in AutoDock-GPU molecular docking	14
A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization	13
GPU algorithms for Efficient Exascale Discretizations	12
GPU-based parallel multi-objective particle swarm optimization for large swarms and high dimensional problems	11
LU-Cholesky QR algorithms for thin QR decomposition	11
Enabling GPU accelerated computing in the SUNDIALS time integration library	11
Implementation and evaluation of MPI 4.0 partitioned communication libraries	10
Multiscale modeling and cinematic visualization of photosynthetic energy conversion processes from electronic to cell scales	10
Building a novel physical design of a distributed big data warehouse over a Hadoop cluster to enhance OLAP cube query performance	9
HBPFP-DC: A parallel frequent itemset mining using Spark	9
Porting hypre to heterogeneous computer architectures: Strategies and experiences	9
Dynamic power management for value-oriented schedulers in power-constrained HPC system	8
On revisiting energy and performance in microservices applications: A cloud elasticity-driven approach	8
Linear solvers for power grid optimization problems: A review of GPU-accelerated linear solvers	8
AIR: Iterative refinement acceleration using arbitrary dynamic precision	8
Measurement and analysis of GPU-accelerated applications with HPCToolkit	8
AMG based on compatible weighted matching for GPUs	7

A new scalable distributed k-means algorithm based on Cloud micro-services for High-performance computing	7
Graph optimization algorithm for low-latency interconnection networks	7
High performance sparse multifrontal solvers on modern GPUs	7
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers	7
Achieving performance portability in Gaussian basis set density functional theory on accelerator based architectures in NWChemEx	7
Towards performance portability in the Spark astrophysical magnetohydrodynamics solver in the Flash-X simulation framework	6
ImRP: A Predictive Partition Method for Data Skew Alleviation in Spark Streaming Environment	6
Callback-based completion notification using MPI Continuations	6
Exploring GPU acceleration of Deep Neural Networks using Block Circulant Matrices	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
A novel method of grouping target paths for parallel programs	5
Optimizing small channel 3D convolution on GPU with tensor core	5
Optimal task scheduling for partially heterogeneous systems	5
Ginkgo—A math library designed for platform portability	5
A computational-graph partitioning method for training memory-constrained DNNs	5
GPU acceleration of Levenshtein distance computation between long strings	5
Asynchronous parallel stochastic Quasi-Newton methods	5
Collectives in hybrid MPI+MPI code: Design, practice and performance	5
Using long vector extensions for MPI reductions	5
An international survey on MPI users	4
Low-synch Gram–Schmidt with delayed reorthogonalization for Krylov solvers	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
A parallel strategy for density functional theory computations on accelerated nodes	4
MPI detach — Towards automatic asynchronous local completion	4
Performance portability through machine learning guided kernel selection in SYCL libraries	4
High performance solution of skew-symmetric eigenvalue problems with applications in solving the Bethe-Salpeter eigenvalue problem	4
CCF: An efficient SpMV storage format for AVX512 platforms	4
Parallel branch and bound algorithm for solving integer linear programming models derived from behavioral synthesis	4
Speedup vs. quality: Asynchronous and cluster-based distributed adaptive genetic algorithms for ordered problems	4
An optimisation of allreduce communication in message-passing systems	4
GPU accelerated parallel reliability-guided digital volume correlation with automatic seed selection based on 3D SIFT	4
OpenCL-like offloading with metaprogramming for SX-Aurora TSUBASA	4
Delaunay triangulation of large-scale datasets using two-level parallelism	3
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	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
QMPI: A next generation MPI profiling interface for modern HPC platforms	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
Improving the I/O of large geophysical models using PnetCDF and BeeGFS	3
An on-node scalable sparse incomplete LU factorization for a many-core iterative solver with Javelin	3
AIOC2: A deep	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
Improved probabilistic I/O scheduling for limited-size Burst-Buffers deployed HPC	2
Evaluating adaptive and predictive power management strategies for optimizing visualization performance on supercomputers	2

Characterizing the performance of node-aware strategies for irregular point-to-point communication on heterogeneous architectures	2
Visualizing the world’s largest turbulence simulation	2
Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval	2
Metall: A persistent memory allocator for data-centric analytics	2
Efficient parallel branch-and-bound approaches for exact graph edit distance problem	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
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	2
Robust parallel eigenvector computation for the non-symmetric eigenvalue problem	2
Asynchronous runtime with distributed manager for task-based programming models	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
Immortal rays: Rethinking random ray neutron transport on GPU architectures	2
An evaluation of fast segmented sorting implementations on GPUs	2
Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices	2
Context switch cost aware joint task merging and scheduling for deep learning applications	2
Data stream processing in HPC systems: New frameworks and architectures for high-frequency streaming	2
GPU-accelerated Lagrangian heuristic for multidimensional assignment problems with decomposable costs	2
Multi-level parallel multi-layer block reproducible summation algorithm	2
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis	2
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	2
MPI collective communication through a single set of interfaces: A case for orthogonality	2
Towards scaling community detection on distributed-memory heterogeneous 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
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