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 2021-07-01 to 2025-07-01.)

Article	Citations
Parallel multi-view HEVC for heterogeneously embedded cluster system	88
GPU accelerated parallel reliability-guided digital volume correlation with automatic seed selection based on 3D SIFT	41
Porting hypre to heterogeneous computer architectures: Strategies and experiences	35
Heterogeneous sparse matrix–vector multiplication via compressed sparse row format	32
Editorial Board	29
A scalable algorithm for the optimization of neural network architectures	29
A parallel non-convex approximation framework for risk parity portfolio design	26
Enabling GPU accelerated computing in the SUNDIALS time integration library	25
Integrating FPGA-based hardware acceleration with relational databases	23
Evaluating adaptive and predictive power management strategies for optimizing visualization performance on supercomputers	23
Measurement and analysis of GPU-accelerated applications with HPCToolkit	22
Computational records with aging hardware: Controlling half the output of SHA-256	16
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	16
Using long vector extensions for MPI reductions	15
On revisiting energy and performance in microservices applications: A cloud elasticity-driven approach	15
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	14
Toward performance-portable PETSc for GPU-based exascale systems	14
Mobilizing underutilized storage nodes via job path: A job-aware file striping approach	13
Editorial Board	11
Implementation and evaluation of MPI 4.0 partitioned communication libraries	10
Editorial on Advances in High Performance Programming	10
Evaluating MPI resource usage summary statistics	9
Editorial Board	9
A computational-graph partitioning method for training memory-constrained DNNs	8
C-Lop: Accurate contention-based modeling of MPI concurrent communication	8

Adaptively parallel runtime verification based on distributed network for temporal properties	8
OF-WFBP: A near-optimal communication mechanism for tensor fusion in distributed deep learning	7
New YARN sharing GPU based on graphics memory granularity scheduling	7
EESF: Energy-efficient scheduling framework for deadline-constrained workflows with computation speed estimation method in cloud	7
HySet: A hybrid framework for exact set similarity join using a GPU	7
Distributed consensus-based estimation of the leading eigenvalue of a non-negative irreducible matrix	7
Task graph-based performance analysis of parallel-in-time methods	7
Optimization of DNS code and visualization of entrainment and mixing phenomena at cloud edges	6
Editorial Board	6
ParVoro++: A scalable parallel algorithm for constructing 3D Voronoi tessellations based on kd-tree decomposition	6
Parallel optimization and application of unstructured sparse triangular solver on new generation of Sunway architecture	6
Editorial Board	6
Editorial Board	5
The BondMachine, a moldable computer architecture	5
Special issue of Selected Papers from EuroMPI/USA 2020	5
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers	5
PPS: Fair and efficient black-box scheduling for multi-tenant GPU clusters	5
Efficient parallel reduction of bandwidth for symmetric matrices	5
Optimizing convolutional neural networks on multi-core vector accelerator	5
Editorial Board	5
Distributed software defined network-based fog to fog collaboration scheme	4
Accelerating the scheduling of the network resources of the next-generation optical data centers	4
A survey of software techniques to emulate heterogeneous memory systems in high-performance computing	4
Targeting performance and user-friendliness: GPU-accelerated finite element computation with automated code generation in FEniCS	4
A lightweight semi-centralized strategy for the massive parallelization of branching algorithms	4
Lifeline-based load balancing schemes for Asynchronous Many-Task runtimes in clusters	4
A flexible sparse matrix data format and parallel algorithms for the assembly of finite element matrices on shared memory systems	4
Tausch: A halo exchange library for large heterogeneous computing systems using MPI, OpenCL, and CUDA	4
Analyzing the impact of CUDA versions on GPU applications	4
Byzantine-tolerant detection of causality: There is no holy grail	4
Editorial Board	4
Optimal ATAPE task scheduling on reconfigurable and partitionable hierarchical hypercube networks	4
Accelerating domain propagation: An efficient GPU-parallel algorithm over sparse matrices	4
Spatial- and time- division multiplexing in CNN accelerator	4
GPU acceleration of Levenshtein distance computation between long strings	4
Multi-level parallelism optimization for two-dimensional convolution vectorization method on multi-core vector accelerator	4
Editorial Board	4
Parallel Pattern Compiler for Automatic Global Optimizations	3
Improving the I/O of large geophysical models using PnetCDF and BeeGFS	3
Achieving performance portability in Gaussian basis set density functional theory on accelerator based architectures in NWChemEx	3
Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval	3
Building a novel physical design of a distributed big data warehouse over a Hadoop cluster to enhance OLAP cube query performance	3
Optimal task scheduling for partially heterogeneous systems	3
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU	3
FastPTM: Fast weights loading of pre-trained models for parallel inference service provisioning	3
MPI collective communication through a single set of interfaces: A case for orthogonality	3
Editorial Board	3
NekRS, a GPU-accelerated spectral element Navier–Stokes solver	3
Editorial Board	3
Lowering entry barriers to developing custom simulators of distributed applications and platforms with SimGrid	2

An optimal scheduling algorithm considering the transactions worst-case delay for multi-channel hyperledger fabric network	2
Towards scaling community detection on distributed-memory heterogeneous systems	2
High performance sparse multifrontal solvers on modern GPUs	2
Editorial for parallel computing	2
Optimizing massively parallel sparse matrix computing on ARM many-core processor	2
GPU algorithms for Efficient Exascale Discretizations	2
Sphynx: A parallel multi-GPU graph partitioner for distributed-memory systems	2
Benchmarking the performance of irregular computations in AutoDock-GPU molecular docking	2
SGPM: A coroutine framework for transaction processing	2
A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation	2
A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization	2
Design-time performance modeling of compositional parallel programs	2
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	2
Accelerating communication for parallel programming models on GPU systems	2
Editorial Board	2
Metall: A persistent memory allocator for data-centric analytics	2
Reconfiguration algorithms for synchronous communication on switch based degradable arrays	2
An international survey on MPI users	2