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 2020-11-01 to 2024-11-01.)

Article	Citations
NekRS, a GPU-accelerated spectral element Navier–Stokes solver	49
Porting WarpX to GPU-accelerated platforms	30
Towards electronic structure-based ab-initio molecular dynamics simulations with hundreds of millions of atoms	24
OpenMP application experiences: Porting to accelerated nodes	21
Toward performance-portable PETSc for GPU-based exascale systems	21
Parallel and scalable Dunn Index for the validation of big data clusters	19
SVM-SMO-SGD: A hybrid-parallel support vector machine algorithm using sequential minimal optimization with stochastic gradient descent	18
A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization	18
Linear solvers for power grid optimization problems: A review of GPU-accelerated linear solvers	17
GPU algorithms for Efficient Exascale Discretizations	17
Benchmarking the performance of irregular computations in AutoDock-GPU molecular docking	16
A thread-adaptive sparse approximate inverse preconditioning algorithm on multi-GPUs	16
High performance sparse multifrontal solvers on modern GPUs	12
Multiscale modeling and cinematic visualization of photosynthetic energy conversion processes from electronic to cell scales	12
Implementation and evaluation of MPI 4.0 partitioned communication libraries	12
Porting hypre to heterogeneous computer architectures: Strategies and experiences	12
Enabling GPU accelerated computing in the SUNDIALS time integration library	12
Building a novel physical design of a distributed big data warehouse over a Hadoop cluster to enhance OLAP cube query performance	11
Dynamic power management for value-oriented schedulers in power-constrained HPC system	10
On revisiting energy and performance in microservices applications: A cloud elasticity-driven approach	10
HBPFP-DC: A parallel frequent itemset mining using Spark	10
A new scalable distributed k-means algorithm based on Cloud micro-services for High-performance computing	9
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers	9
Measurement and analysis of GPU-accelerated applications with HPCToolkit	9
Achieving performance portability in Gaussian basis set density functional theory on accelerator based architectures in NWChemEx	9

Ginkgo—A math library designed for platform portability	8
Towards performance portability in the Spark astrophysical magnetohydrodynamics solver in the Flash-X simulation framework	7
Exploring GPU acceleration of Deep Neural Networks using Block Circulant Matrices	7
Callback-based completion notification using MPI Continuations	7
Scalable communication for high-order stencil computations using CUDA-aware MPI	7
Graph optimization algorithm for low-latency interconnection networks	6
Low-synch Gram–Schmidt with delayed reorthogonalization for Krylov solvers	6
Using long vector extensions for MPI reductions	6
CCF: An efficient SpMV storage format for AVX512 platforms	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
An international survey on MPI users	6
Optimizing small channel 3D convolution on GPU with tensor core	6
GPU acceleration of Levenshtein distance computation between long strings	5
Asynchronous parallel stochastic Quasi-Newton methods	5
NVIDIA IndeX accelerated computing for visualizing Cholla's galactic winds	5
Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems	5
Collectives in hybrid MPI+MPI code: Design, practice and performance	5
A case study on parallel HDF5 dataset concatenation for high energy physics data analysis	5
Optimal task scheduling for partially heterogeneous systems	5
Towards scaling community detection on distributed-memory heterogeneous systems	5
Improving the I/O of large geophysical models using PnetCDF and BeeGFS	5
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	4
OpenCL-like offloading with metaprogramming for SX-Aurora TSUBASA	4
MPI detach — Towards automatic asynchronous local completion	4
Parallelization of network motif discovery using star contraction	4
GPU accelerated parallel reliability-guided digital volume correlation with automatic seed selection based on 3D SIFT	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
An optimisation of allreduce communication in message-passing systems	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
Immortal rays: Rethinking random ray neutron transport on GPU architectures	4
A parallel strategy for density functional theory computations on accelerated nodes	4
HySet: A hybrid framework for exact set similarity join using a GPU	4
Performance portability through machine learning guided kernel selection in SYCL libraries	4
Parallel graph coloring algorithms for distributed GPU environments	4
Improved probabilistic I/O scheduling for limited-size Burst-Buffers deployed HPC	4
Design-time performance modeling of compositional parallel programs	3
Resource allocation for task-level speculative scientific applications: A proof of concept using Parallel Trajectory Splicing	3
Visualizing the world’s largest turbulence simulation	3
Heterogeneous sparse matrix–vector multiplication via compressed sparse row format	3
Metall: A persistent memory allocator for data-centric analytics	3
AIOC2: A deep	3
The BondMachine, a moldable computer architecture	3
Tight Lower bound on power consumption for scheduling real-time periodic tasks in core-level DVFS systems	3
Tree cutting approach for domain partitioning on forest-of-octrees-based block-structured static adaptive mesh refinement with lattice Boltzmann method	3
Optimizing convolutional neural networks on multi-core vector accelerator	3
Segment based power-efficient scheduling for real-time DAG tasks on edge devices	2
Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices	2

Evaluating MPI resource usage summary statistics	2
Towards leveraging collective performance with the support of MPI 4.0 features in MPC	2
Energy-efficient scheduling algorithms based on task clustering in heterogeneous spark clusters	2
Big data BPMN workflow resource optimization in the cloud	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
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
Reducing queuing impact in streaming applications with irregular dataflow	2
OpenACC + Athread collaborative optimization of Silicon-Crystal application on Sunway TaihuLight	2
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	2
Computational records with aging hardware: Controlling half the output of SHA-256	2
Robust parallel eigenvector computation for the non-symmetric eigenvalue problem	2
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	2
ESA: An efficient sequence alignment algorithm for biological database search on Sunway TaihuLight	2
Efficient parallel branch-and-bound approaches for exact graph edit distance problem	2
Lifeline-based load balancing schemes for Asynchronous Many-Task runtimes in clusters	2
Context switch cost aware joint task merging and scheduling for deep learning applications	2
Optimal ATAPE task scheduling on reconfigurable and partitionable hierarchical hypercube networks	2
Multi-level parallel multi-layer block reproducible summation algorithm	2
Parallel FFT algorithms for high-order approximations on three-dimensional compact stencils	2
Scalable line and plane relaxation in a parallel structured multigrid solver	2
Program partitioning and deadlock analysis for MPI based on logical clocks	2