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 2021-06-01 to 2025-06-01.)

Article	Citations
Parallel multi-view HEVC for heterogeneously embedded cluster system	84
Porting hypre to heterogeneous computer architectures: Strategies and experiences	39
GPU accelerated parallel reliability-guided digital volume correlation with automatic seed selection based on 3D SIFT	33
Heterogeneous sparse matrix–vector multiplication via compressed sparse row format	32
Editorial Board	28
A scalable algorithm for the optimization of neural network architectures	26
A parallel non-convex approximation framework for risk parity portfolio design	25
Integrating FPGA-based hardware acceleration with relational databases	23
Enabling GPU accelerated computing in the SUNDIALS time integration library	23
Block red–black MILU(0) preconditioner with relaxation on GPU	23
Evaluating adaptive and predictive power management strategies for optimizing visualization performance on supercomputers	22
Measurement and analysis of GPU-accelerated applications with HPCToolkit	16
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	15
Toward performance-portable PETSc for GPU-based exascale systems	15
On revisiting energy and performance in microservices applications: A cloud elasticity-driven approach	14
Using long vector extensions for MPI reductions	14
Computational records with aging hardware: Controlling half the output of SHA-256	13
Implementation and evaluation of MPI 4.0 partitioned communication libraries	11
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	10
Mobilizing underutilized storage nodes via job path: A job-aware file striping approach	10
Editorial Board	9
Editorial on Advances in High Performance Programming	9
A computational-graph partitioning method for training memory-constrained DNNs	8
Editorial Board	8
C-Lop: Accurate contention-based modeling of MPI concurrent communication	8

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

Accelerating communication for parallel programming models on GPU systems	2
Design-time performance modeling of compositional parallel programs	2
An international survey on MPI users	2
Editorial Board	2
An optimal scheduling algorithm considering the transactions worst-case delay for multi-channel hyperledger fabric network	2
A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation	2
Achieving performance portability in Gaussian basis set density functional theory on accelerator based architectures in NWChemEx	2
Metall: A persistent memory allocator for data-centric analytics	2
A scalable and low latency probe-based scheduler for data analytics frameworks	2
Towards scaling community detection on distributed-memory heterogeneous systems	2
Lowering entry barriers to developing custom simulators of distributed applications and platforms with SimGrid	2
A novel hybrid heuristic-based list scheduling algorithm in heterogeneous cloud computing environment for makespan optimization	2
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	2
Editorial for parallel computing	2
Reconfiguration algorithms for synchronous communication on switch based degradable arrays	2
GPU algorithms for Efficient Exascale Discretizations	2
Optimizing massively parallel sparse matrix computing on ARM many-core processor	2
High performance sparse multifrontal solvers on modern GPUs	2
SGPM: A coroutine framework for transaction processing	2