Balanced parallel triangle enumeration with an adaptive algorithm

A Farouzi, X Zhou, L Bellatreche, M Malki… - Distributed and Parallel …, 2024 - Springer
Triangle enumeration is a foundation brick for solving harder graph problems related to
social networks, the Internet and transportation, to name a few applications. This problem is …

[PDF][PDF] Core Graph: Exploiting edge centrality to speedup the evaluation of iterative graph queries

X Jiang, M Afarin, Z Zhao, N Abu-Ghazaleh… - 2024 Proceedings of the …, 2024 - cs.ucr.edu
When evaluating an iterative graph query over a large graph, systems incur significant
overheads due to repeated graph transfer across the memory hierarchy coupled with …

An effective algorithm for genealogical graph partitioning

S Sheng, Z Zhang, P Zhou, X Wu - Applied Intelligence, 2024 - Springer
This study proposes a novel Approximately Balanced Tree Partitioning Algorithm (TPA) to
overcome the significant challenges in genealogical data management, encompassing the …

TGLite: A Lightweight Programming Framework for Continuous-Time Temporal Graph Neural Networks

Y Wang, C Mendis - Proceedings of the 29th ACM International …, 2024 - dl.acm.org
In recent years, Temporal Graph Neural Networks (TGNNs) have achieved great success in
learning tasks for graphs that change over time. These dynamic/temporal graphs represent …

Dynamic-ACTS-A Dynamic Graph Analytics Accelerator For HBM-Enabled FPGAs

O Jaiyeoba, K Skadron - ACM Transactions on Reconfigurable …, 2024 - dl.acm.org
Graph processing frameworks suffer performance degradation from under-utilization of
available memory bandwidth, because graph traversal often exhibits poor locality. A prior …

Parallel optimization and application of unstructured sparse triangular solver on new generation of sunway architecture

J Li, L Li, Q Wang, W Xue, J Liang, J Shi - Parallel Computing, 2024 - Elsevier
Large-scale sparse linear equation solver plays an important role in both numerical
simulation and artificial intelligence, and sparse triangular equation solver is a key step in …

Secure shortest distance queries over encrypted graph in cloud computing

J Guo, J Sun - Wireless Networks, 2024 - Springer
Graph databases have received increased interests as many applications are handled as
graph problems. Shortest distance queries are one of the fundamental operations and have …

Graph Crypto‐Stego System for Securing Graph Data Using Association Schemes

A Sabharwal, P Yadav, K Kumar - Journal of Applied …, 2024 - Wiley Online Library
Cryptography has recently become a critical area to research and advance in order to
transmit information safely and securely among various entities, especially when the …

Towards Geo-Distributed Training of ML Models in a Multi-Cloud Environment

C Phalak, D Chahal, M Ramesh… - Companion of the 15th …, 2024 - dl.acm.org
Geo-distributed (GD) training is a machine-learning technique that uses geographically
distributed data for model training. Like Federated Learning, geo-distributed machine …

TEORI EKONOMI BERBASIS BIG DATA

A Wibowo - Penerbit Yayasan Prima Agus Teknik, 2024 - penerbit.stekom.ac.id
Abstract “Teori Ekonomi Berbasis Big Data” merupakan pendekatan yang menggabungkan
prinsip-prinsip ekonomi tradisional dengan analisis data yang massif dan kompleks. Dalam …