- Seyed Vahid Azhari, Simar Bhamra, Naser Ezzati-Jivan, François Tetreault:
Efficient heap monitoring tool for memory leak detection and root-cause analysis. IEEE BigData 2021: 3020-3030 - Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, Odej Kao:
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. IEEE BigData 2021: 65-75 - Juhyun Bae, Ling Liu
, Ka Ho Chow, Yanzhao Wu
, Gong Su, Arun Iyengar:
Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds. IEEE BigData 2021: 76-85 - Nitish Bahadur, Randy C. Paffenroth:
Dimension Estimation using Second Order data in Finance. IEEE BigData 2021: 4551-4560 - Ibrahim Balogun, Mark Leadingham, Dominique Gulliot, Nii O. Attoh-Okine:
Deep Learning Approach Towards Squat Isolation in a Multi-Embedded Track Geometry Defects. IEEE BigData 2021: 4491-4495 - Divya Banesh, Natalie Klein
, Steven Morley, Ayan Biswas
, Vania Jordanova, Michael Henderson, Earl Lawrence:
Topological Segmentation and Tracking for Space Weather Modeling. IEEE BigData 2021: 3784-3788 - Divya Banesh, Nishant Panda
, Ayan Biswas
, Luke Van Roekel, Diane Oyen
, Nathan M. Urban
, Michael Grosskopf
, Jonathan David Wolfe, Earl Lawrence:
Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks. IEEE BigData 2021: 3731-3739 - Petros T. Barbas, Aristidis G. Vrahatis, Sotiris K. Tasoulis:
RLAC: Random Line Approximation Clustering. IEEE BigData 2021: 985-993 - Syed Raza Bashir, Vojislav B. Misic:
Detecting Fake Points of Interest from Location Data. IEEE BigData 2021: 5347-5356 - Peter Baumann:
Towards a Model-Driven Datacube Analytics Language. IEEE BigData 2021: 3740-3746 - Eric Bax:
When to Re-Draw a Sample, and Why. IEEE BigData 2021: 5848-5850 - Eric Bax, Frédéric Ouimet
:
Bounding Means of Discrete Distributions. IEEE BigData 2021: 5024-5032 - Edmon Begoli, Ian Goethert, Kathryn Knight
:
A Lakehouse Architecture for the Management and Analysis of Heterogeneous Data for Biomedical Research and Mega-biobanks. IEEE BigData 2021: 4643-4651 - Edmon Begoli, Seung-Hwan Lim, Sudarshan Srinivasan:
Performance Profile of Transformer Fine-Tuning in Multi-GPU Cloud Environments. IEEE BigData 2021: 3095-3100 - Oceane Bel, Sinjoni Mukhopadhyay, Nathan R. Tallent
, Faisal Nawab, Darrell D. E. Long:
WinnowML: Stable feature selection for maximizing prediction accuracy of time-based system modeling. IEEE BigData 2021: 3031-3041 - Valerio Bellandi
, Paolo Ceravolo, Samira Maghool, Margherita Pindaro, Stefano Siccardi:
Correlation and pattern detection in event networks. IEEE BigData 2021: 4103-4112 - Lencia Beltran, Emily Ping O'Brien, Greg Jansen
, Richard Marciano:
A Framework for Unlocking and Linking WWII Japanese American Incarceration Biographical Data. IEEE BigData 2021: 2200-2209 - Alberto Berenguer, Jose-Norberto Mazón, David Tomás:
Towards a tabular open data search engine for public sector information. IEEE BigData 2021: 5851-5853 - Sven van den Berghe:
A processing architecture for real-time predictive smart city digital twins. IEEE BigData 2021: 2867-2874 - Alessio Bernardo, Emanuele Della Valle:
SMOTE-OB: Combining SMOTE and Online Bagging for Continuous Rebalancing of Evolving Data Streams. IEEE BigData 2021: 5033-5042 - Andy S. Berres, Brett C. Bass, Mark B. Adams, Eric Garrison, Joshua R. New:
A Data-Driven Approach to Nation-Scale Building Energy Modeling. IEEE BigData 2021: 1558-1565 - Colin Berry:
Compliance with Stay-at-Home Orders During COVID-19. IEEE BigData 2021: 4323-4326 - Paolo Bethaz, Khalid Belhajjame, Genoveva Vargas-Solar, Tania Cerquitelli:
DS4ALL: All you need for democratizing data exploration and analysis. IEEE BigData 2021: 4235-4242 - Srini Bhagavan, Mohamed Gharibi, Praveen Rao:
FedSmarteum: Secure Federated Matrix Factorization Using Smart Contracts for Multi-Cloud Supply Chain. IEEE BigData 2021: 4054-4063 - Rathakrishnan Bhaskaran, Ramakrishnan Kannan, Brian Barr, Stephan Priebe:
Science-Guided Machine Learning for Wall-Modeled Large Eddy Simulation. IEEE BigData 2021: 1809-1816 - Parantapa Bhattacharya, Dustin Machi, Jiangzhuo Chen, Stefan Hoops, Bryan L. Lewis
, Henning S. Mortveit, Srinivasan Venkatramanan, Mandy L. Wilson, Achla Marathe, Przemyslaw J. Porebski, Brian Klahn, Joseph Outten, Anil Vullikanti, Dawen Xie, Abhijin Adiga, Shawn Brown, Christopher L. Barrett, Madhav V. Marathe:
AI-Driven Agent-Based Models to Study the Role of Vaccine Acceptance in Controlling COVID-19 Spread in the US. IEEE BigData 2021: 1566-1574 - Prem Bhusal, A. K. M. Mubashwir Alam, Keke Chen, Ning Jiang, Jun Xiao:
Scalable Sequence Clustering for Large-Scale Immune Repertoire Analysis. IEEE BigData 2021: 1349-1358 - Bikram Pratim Bhuyan
, Ravi Tomar, Maanak Gupta, Amar Ramdane-Cherif:
An Ontological Knowledge Representation for Smart Agriculture. IEEE BigData 2021: 3400-3406 - Yiming Bian, Arun K. Somani:
An Efficient Systematic Approach to Find All Cyclic Quorum Sets with All-pairs Property. IEEE BigData 2021: 197-206 - Sandro Bimonte, Élodie Edoh-Alove, Fagnine Alassane Coulibaly:
Map4OLAP: A web-based tool for interactive map visualization of OLAP queries. IEEE BigData 2021: 3747-3750