Search Results - scalability in graph processing

On the Scalability and Efficiency of Graph Processing Systems

Authors: Yin, Xizhe

Subject Terms: Computer science

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/75w8211n
https://escholarship.org/content/qt75w8211n/qt75w8211n.pdf

Processamento de grandes volumes de dados em grafos

Processing large volumes of graph data

Authors: CUNHA, JOSÉ MANUEL FERREIRA DA Coelho, Jorge Manuel Neves REPOSITÓRIO P.PORTO

Contributors: CUNHA, JOSÉ MANUEL FERREIRA DA Coelho, Jorge Manuel Neves REPOSITÓRIO P.PORTO

Source: urn:tid:204033829

Subject Terms: Real-Time Quality Control, Graph Data Structures, Parallel Computing, Industry 4, Smart Manufacturing

File Description: application/pdf

Availability: http://hdl.handle.net/10400.22/30943

TFGIN: Tight-Fitting Graph Inference Network for Table-based Fact Verification.

Authors: Wu, Lianwei Wang, Kang Nie, Kunlin et al.

Source: ACM Transactions on Information Systems. Sep2025, Vol. 43 Issue 5, p1-26. 26p.

Subject Terms: *Natural language processing, *Fake news, *Semantics, Complete graphs, Subgraphs

Natural language processing methods for document-based requirements specification and validation tasks

Authors: Motger de la Encarnación, Joaquim

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació

Thesis Advisors: Franch Gutiérrez, Javier, Marco Gómez, Jordi

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/692516
https://dx.doi.org/10.5821/dissertation-2117-417795

A framework for predicting scientific disruption based on graph signal processing.

Authors: Yu, Houqiang Liang, Yian

Source: Information Processing & Management. Nov2024, Vol. 61 Issue 6, pN.PAG-N.PAG. 1p.

Subject Terms: *Signal processing, *Altmetrics, Scientific models, Entropy, Scalability

Addressing scalability and performance for community detection and clustering in complex graphs

Authors: Brennan, John David Patrick

Access URL: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.838184

Natural Scientific Language Processing and Research Knowledge Graphs : First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings

Authors: Georg Rehm Stefan Dietze Fraunhofer Institut et al.

Resource Type: eBook.

Subjects: Artificial intelligence, Natural language processing (Computer science)--Congresses, Computational linguistics

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Database Administration & Management, COMPUTERS / Speech & Audio Processing, LANGUAGE ARTS & DISCIPLINES / Linguistics / General

Can Contemporary Large Language Models Provide the Domain Knowledge Needed for Causal Inference? Evaluating Automated Causal Graph Discovery Through an ASCVD Case Study.

Authors: Aziz, Maryam Brookhart, M Alan

Source: Clinical Epidemiology; Oct2025, Vol. 17, p863-873, 11p

Subject Terms: DIRECTED acyclic graphs, CAUSAL inference, NATURAL language processing, EPIDEMIOLOGY, LANGUAGE models, CARDIOVASCULAR diseases

Allok: a machine learning approach for efficient graph execution on CPU–GPU clusters.

Authors: Moori, Marcelo Koji Rocha, Hiago Mayk G. de A. Lorenzon, Arthur F. et al.

Source: Journal of Supercomputing; Sep2024, Vol. 80 Issue 13, p18838-18865, 28p

Subject Terms: MACHINE learning, GRAPHICS processing units, ENERGY consumption, CENTRAL processing units, DECISION making, DATA analysis

BASIL DB: bioactive semantic integration and linking database.

Authors: Jackson, David Groth, Paul Harmouch, Hazar

Source: Journal of Biomedical Semantics; 8/13/2025, Vol. 16 Issue 1, p1-14, 14p

Subject Terms: BIOACTIVE compounds, KNOWLEDGE graphs, NUTRITION, DATA integration, DATABASES, FOOD science, NATURAL language processing

Hardware Architectures for Scalable Graph Processing

Authors: Fariborz, Marjan

Subject Terms: Computer engineering, Electrical engineering, Accelerator, Graph, Irregular workloads, Memory, Silicon Photonics

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/1s16f791
https://escholarship.org/content/qt1s16f791/qt1s16f791.pdf

Partitioning Strategy Selection for In-Memory Graph Pattern Matching on Multiprocessor Systems

Authors: Krause, Alexander Kissinger, Thomas Habich, Dirk et al.

Subject Terms: Graph Processing, Graph Partitioning, Non-Uniform Memory Access (NUMA), Parallel Processing, Scalability, Graphenverarbeitung, Graphpartitionierung, Nicht-einheitlicher Speicherzugriff (NUMA), Parallelverarbeitung, Skalierbarkeit, info:eu-repo/classification/ddc/004, ddc:004

Relation: info:eu-repo/grantAgreement/Deutsche Forschungsgemeinschaft/Sonderforschungsbereiche/164481002//HAEC - Highly Adaptive Energy-Efficient Computing/SFB 912

Availability: https://tud.qucosa.de/id/qucosa%3A86492
https://tud.qucosa.de/api/qucosa%3A86492/attachment/ATT-0/

Enabling knowledge-defined networks : deep reinforcement learning, graph neural networks and network analytics

Authors: Suárez-Varela Macià, José Rafael

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Barlet Ros, Pere, Cabellos Aparicio, Alberto

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/669212
https://dx.doi.org/10.5821/dissertation-2117-192449

Knowledge Graphs and Big Data Processing

Authors: Valentina Janev Damien Graux Hajira Jabeen et al.

Resource Type: eBook.

Subjects: Big data, Graph algorithms

Categories: COMPUTERS / Database Administration & Management, COMPUTERS / Artificial Intelligence / General, COMPUTERS / Business & Productivity Software / General, COMPUTERS / Management Information Systems

Scalable and Versatile Hardware Acceleration of Graph Neural Networks

Authors: Sudipta Mondal

Source: ProQuest LLC. 2024Ph.D. Dissertation, University of Minnesota.

Peer Reviewed: N

Page Count: 112

Descriptors: Graphs, Models, Computers, Scaling, Information Networks, Data Processing, Science and Society

Access URL: https://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:31335743

An Ensemble Patient Graph Framework for Predictive Modelling from Electronic Health Records and Medical Notes.

Authors: Daphne, S. Rajam, V. Mary Anita Hemanth, P. et al.

Source: Diagnostics (2075-4418); Mar2025, Vol. 15 Issue 6, p756, 18p

Subject Terms: NATURAL language processing, KNOWLEDGE graphs, ELECTRONIC health records, PATIENT readmissions, HOSPITAL mortality

Graph-based data management system for efficient information storage, retrieval and processing.

Authors: Aldwairi, Monther Jarrah, Moath Mahasneh, Naseem et al.

Source: Information Processing & Management. Mar2023, Vol. 60 Issue 2, pN.PAG-N.PAG. 1p.

Subject Terms: *Information resources management, *Data management, *RDF (Document markup language), Management information systems, Nonrelational databases, Graph algorithms, Scalability

Using Workload Characterization to Guide High Performance Graph Processing

Authors: Hassan, Mohamed Wasfy Abdelfattah

Thesis Advisors: Electrical and Computer Engineering, Athanas, Peter M., Hsiao, Michael S., Plassmann, Paul E., Hanafy, Yasser Y., Eldardiry, Hoda

Subject Terms: Configurable Computing, Graph Processing, Heterogeneous Systems, High Performance Computing

File Description: ETD; application/pdf

Availability: http://hdl.handle.net/10919/103469

Scalable Graph Processing Frameworks: A Taxonomy and Open Challenges.

Authors: HEIDARI, SAFIOLLAH SIMMHAN, YOGESH CALHEIROS, RODRIGO N. et al.

Source: ACM Computing Surveys; May2019, Vol. 51 Issue 3, p1-53, 53p

Subject Terms: WEB search engines, GRAPH algorithms, DISTRIBUTED sensors, TAXONOMY, BIG data, SOCIAL networks

Distributed Evaluation of Batches of Iterative Graph Queries

Authors: Mazloumi, Abbas

Subject Terms: Computer science, Batching Evaluation, Distributed Graph Processing, Evolving Graphs, Evolving Query Batch, Faster Convergence, Iterative Graph Algorithm

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/52d6q053
https://escholarship.org/content/qt52d6q053/qt52d6q053.pdf