OOIR: Observatory of International Research

Papers

(The median citation count of Parallel Computing is 1. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Parallel multi-view HEVC for heterogeneously embedded cluster system	150
Editorial Board	45
Heterogeneous sparse matrix–vector multiplication via compressed sparse row format	36
NPDP benchmark suite for the evaluation of the effectiveness of automatic optimizing compilers	29
Integrating FPGA-based hardware acceleration with relational databases	28
A parallel non-convex approximation framework for risk parity portfolio design	24
Editorial Board	18
LSHDP: Locally sharded heterogeneous data parallel for distributed deep learning	16
Mobilizing underutilized storage nodes via job path: A job-aware file striping approach	14
Octopus-DF: Unified DataFrame-based cross-platform data analytic system	12
Editorial on Advances in High Performance Programming	11
OF-WFBP: A near-optimal communication mechanism for tensor fusion in distributed deep learning	11
Task graph-based performance analysis of parallel-in-time methods	11
Adaptively parallel runtime verification based on distributed network for temporal properties	11
Distributed consensus-based estimation of the leading eigenvalue of a non-negative irreducible matrix	11
C-Lop: Accurate contention-based modeling of MPI concurrent communication	10
EESF: Energy-efficient scheduling framework for deadline-constrained workflows with computation speed estimation method in cloud	10
New YARN sharing GPU based on graphics memory granularity scheduling	8
Parallel optimization and application of unstructured sparse triangular solver on new generation of Sunway architecture	8
Optimizing convolutional neural networks on multi-core vector accelerator	7
ParVoro++: A scalable parallel algorithm for constructing 3D Voronoi tessellations based on kd-tree decomposition	7
Special issue of Selected Papers from EuroMPI/USA 2020	7
Editorial Board	7
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers	7
Using Java to create and analyze models of parallel computing systems	6

Editorial Board	6
Multi-level parallelism optimization for two-dimensional convolution vectorization method on multi-core vector accelerator	6
Efficient parallel reduction of bandwidth for symmetric matrices	6
Targeting performance and user-friendliness: GPU-accelerated finite element computation with automated code generation in FEniCS	6
PPS: Fair and efficient black-box scheduling for multi-tenant GPU clusters	6
Byzantine-tolerant detection of causality: There is no holy grail	5
A survey of software techniques to emulate heterogeneous memory systems in high-performance computing	5
Spatial- and time- division multiplexing in CNN accelerator	5
A sleek lock-free hash map in an ERA of safe memory reclamation methods	5
Tausch: A halo exchange library for large heterogeneous computing systems using MPI, OpenCL, and CUDA	5
GPU acceleration of Levenshtein distance computation between long strings	5
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
Lifeline-based load balancing schemes for Asynchronous Many-Task runtimes in clusters	4
Analyzing the impact of CUDA versions on GPU applications	4
Optimal ATAPE task scheduling on reconfigurable and partitionable hierarchical hypercube networks	4
Editorial Board	4
A lightweight semi-centralized strategy for the massive parallelization of branching algorithms	4
A flexible sparse matrix data format and parallel algorithms for the assembly of finite element matrices on shared memory systems	4
Editorial Board	3
FastPTM: Fast weights loading of pre-trained models for parallel inference service provisioning	3
A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation	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
QoS-aware dynamic resource allocation with improved utilization and energy efficiency on GPU	3
Reconfiguration algorithms for synchronous communication on switch based degradable arrays	3
LSAF: A load-balancing SpGEMM acceleration framework with dynamic package and static partition for multi-core systolic arrays	3
Editorial Board	3
Butterfly factorization for vision transformers on multi-IPU systems	3
Editorial Board	3
NekRS, a GPU-accelerated spectral element Navier–Stokes solver	3
Editorial for parallel computing	3
Enable cross-iteration parallelism for PIM-based graph processing with vertex-level synchronization	3
Parallel Pattern Compiler for Automatic Global Optimizations	3
HRPF: A parallel programming framework for recursive algorithms on heterogeneous CPU–GPU systems	2
Operational Data Analytics in practice: Experiences from design to deployment in production HPC environments	2
High performance sparse multifrontal solvers on modern GPUs	2
Benchmark of classical disk array and software-defined storage on near-identical hardware	2
An optimal scheduling algorithm considering the transactions worst-case delay for multi-channel hyperledger fabric network	2
SGPM: A coroutine framework for transaction processing	2
Analysis of the impact of NUMA node configuration on the performance of offloading computations to GPUs	2
Towards scaling community detection on distributed-memory heterogeneous systems	2
Cache partitioning for sparse matrix–vector multiplication on the A64FX	2
Accelerating communication for parallel programming models on GPU systems	2
Metall: A persistent memory allocator for data-centric analytics	2
Optimizing massively parallel sparse matrix computing on ARM many-core processor	2
GPU/CUDA-Accelerated gradient growth optimizer for efficient complex numerical global optimization	1
Multi-level parallel multi-layer block reproducible summation algorithm	1
Extending the limit of LR-TDDFT on two different approaches: Numerical algorithms and new Sunway heterogeneous supercomputer	1

ALBBA: An efficient ALgebraic Bypass BFS Algorithm on long vector architectures	1
An evaluation of fast segmented sorting implementations on GPUs	1
Editorial Board	1
A dependency-aware task offloading in IoT-based edge computing system using an optimized deep learning approach	1
parGeMSLR: A parallel multilevel Schur complement low-rank preconditioning and solution package for general sparse matrices	1
OpenACC + Athread collaborative optimization of Silicon-Crystal application on Sunway TaihuLight	1
Task-parallel tiled direct solver for dense symmetric indefinite systems	1
WBSP: Addressing stragglers in distributed machine learning with worker-busy synchronous parallel	1
Fast data-dependence profiling through prior static analysis	1
Editorial Board	1
Seesaw: A 4096-bit vector processor for accelerating Kyber based on RISC-V ISA extensions	1
FPGA-based accelerator for YOLOv5 object detection with optimized computation and data access for edge deployment	1
A coarse-grained multicomputer parallel algorithm for the sequential substring constrained longest common subsequence problem	1
An approach for low-power heterogeneous parallel implementation of ALC-PSO algorithm using OmpSs and CUDA	1
Performance and accuracy predictions of approximation methods for shortest-path algorithms on GPUs	1
Big data BPMN workflow resource optimization in the cloud	1
Ginkgo—A math library designed for platform portability	1
Fast calculation of isostatic compensation correction using the GPU-parallel prism method	1
PROAD: Boosting Caffe Training via improving LevelDB I/O performance with Parallel Read, Out-of-Order Optimization, and Adaptive Design	1
Low-synch Gram–Schmidt with delayed reorthogonalization for Krylov solvers	1
Lowering entry barriers to developing custom simulators of distributed applications and platforms with SimGrid	1