Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Falkanger, Jeffrey, Hodak, Miroslav
Published in Expert systems with applications (15.09.2022)
Published in Expert systems with applications (15.09.2022)
Get full text
Journal Article
Challenges in Distributed MLPerf
Hodak, Miro, Dholakia, Ajay
Published in Performance Evaluation and Benchmarking for the Era of Cloud(s) (2020)
Published in Performance Evaluation and Benchmarking for the Era of Cloud(s) (2020)
Get full text
Book Chapter
Reduced-complexity decoding of LDPC codes
Jinghu Chen, Dholakia, A., Eleftheriou, E., Fossorier, M.P.C., Xiao-Yu Hu
Published in IEEE transactions on communications (01.08.2005)
Published in IEEE transactions on communications (01.08.2005)
Get full text
Journal Article
Industry Panel on Defining Industry Standards for Benchmarking Artificial Intelligence
Nambiar, Raghunath, Ghandeharizadeh, Shahram, Little, Gary, Boden, Christoph, Dholakia, Ajay
Published in Performance Evaluation and Benchmarking for the Era of Artificial Intelligence (2019)
Published in Performance Evaluation and Benchmarking for the Era of Artificial Intelligence (2019)
Get full text
Book Chapter
Benchmarking AI Inference: Where we are in 2020
Hodak, Miro, Ellison, David, Dholakia, Ajay
Published in Performance Evaluation and Benchmarking (2021)
Published in Performance Evaluation and Benchmarking (2021)
Get full text
Book Chapter
Recent Efficiency Gains in Deep Learning: Performance, Power, and Sustainability
Hodak, Miro, Dholakia, Ajay
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Published in 2021 IEEE International Conference on Big Data (Big Data) (15.12.2021)
Get full text
Conference Proceeding
Towards Power Efficiency in Deep Learning on Data Center Hardware
Hodak, Miro, Gorkovenko, Masha, Dholakia, Ajay
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Published in 2019 IEEE International Conference on Big Data (Big Data) (01.12.2019)
Get full text
Conference Proceeding
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David
Year of Publication 20.06.2023
Year of Publication 20.06.2023
Get full text
Journal Article
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters
Liu, Peini, Bravo-Rocca, Gusseppe, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
Published in 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (01.05.2022)
Get full text
Conference Proceeding
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Published in 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2022)
Published in 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC) (01.06.2022)
Get full text
Conference Proceeding
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Hodak, Miroslav
Year of Publication 29.04.2022
Year of Publication 29.04.2022
Get full text
Journal Article
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging
Bravo-Rocca, Gusseppe, Liu, Peini, Guitart, Jordi, Dholakia, Ajay, Ellison, David, Falkanger, Jeffrey, Hodak, Miroslav
Year of Publication 04.11.2021
Year of Publication 04.11.2021
Get full text
Journal Article
DYNAMIC BASEBOARD MANAGEMENT CONTROLLER MEMORY USE
Johnson, Glenn D, Lei, Ming, Shah, Mehul, Cudak, Gary D, Dholakia, Ajay
Year of Publication 03.10.2024
Get full text
Year of Publication 03.10.2024
Patent