Ajay Dholakia

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 19

Top Topics

Artificial Intelligence

Workflow Management

Top Venues

Publications

Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison
TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings. CoRR (2023)
Yingrui Liu Olesiuk, Miro Hodak, David Ellison, Ajay Dholakia
More the Merrier: Comparative Evaluation of TPCx-AI and MLPerf Benchmarks for AI. TPCTC (2022)
Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters. CCGRID (2022)
Ajay Dholakia, David Ellison, Miro Hodak, Debojyoti Dutta
Benchmarking Considerations for Trustworthy and Responsible AI (Panel). TPCTC (2022)
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. CoRR (2022)
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debuggin. Expert Syst. Appl. 202 (2022)
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. COMPSAC (2022)
Peini Liu, Gusseppe Bravo Rocca, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
Scanflow: an end-to-end agent-based autonomic ML workflow manager for clusters. Middleware Demos/Posters (2021)
Miro Hodak, David Ellison, Ajay Dholakia
Everyone is a Winner: Interpreting MLPerf Inference Benchmark Results. TPCTC (2021)
Miro Hodak, Ajay Dholakia
Recent Efficiency Gains in Deep Learning: Performance, Power, and Sustainability. IEEE BigData (2021)
Gusseppe Bravo Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Jeffrey Falkanger, Miroslav Hodak
Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging. CoRR (2021)
Miro Hodak, David Ellison, Ajay Dholakia
Benchmarking AI Inference: Where we are in 2020. TPCTC (2020)
Carla Sauvanaud, Ajay Dholakia, Jordi Guitart, Chulho Kim, Peter Mayes
Big data deployment in containerized infrastructures through the interconnection of network namespaces. Softw. Pract. Exp. 50 (7) (2020)
Miro Hodak, Masha Gorkovenko, Ajay Dholakia
Towards Power Efficiency in Deep Learning on Data Center Hardware. IEEE BigData (2019)
Miro Hodak, Ajay Dholakia
Challenges in Distributed MLPerf. TPCTC (2019)
Miro Hodak, David Ellison, Peter Seidel, Ajay Dholakia
Performance Implications of Big Data in Scalable Deep Learning: On the Importance of Bandwidth and Caching. IEEE BigData (2018)
Miro Hodak, Ajay Dholakia
Towards Evaluation of Tensorflow Performance in a Distributed Compute Environment. TPCTC (2018)
Raghunath Nambiar, Shahram Ghandeharizadeh, Gary Little, Christoph Boden, Ajay Dholakia
Industry Panel on Defining Industry Standards for Benchmarking Artificial Intelligence. TPCTC (2018)
Ajay Dholakia, Prasad Venkatachar, Kshitij A. Doshi, Ravikanth Durgavajhala, Stewart Tate, Berni Schiefer, Matthew Sheard, Ramnath Sai Sagar
Designing a high performance cluster for large-scale SQL-on-hadoop analytics. IEEE BigData (2017)
Ajay Dholakia, Evangelos Eleftheriou, Xiao-Yu Hu, Ilias Iliadis, Jai Menon, K. K. Rao
A new intra-disk redundancy scheme for high-reliability RAID storage systems in the presence of unrecoverable errors. ACM Trans. Storage 4 (1) (2008)
Ajay Dholakia, Evangelos Eleftheriou, Xiao-Yu Hu, Ilias Iliadis, Jai Menon, K. K. Rao
Analysis of a new intra-disk redundancy scheme for high-reliability RAID storage systems in the presence of unrecoverable errors. SIGMETRICS/Performance (2006)
Jinghu Chen, Ajay Dholakia, Evangelos Eleftheriou, Marc P. C. Fossorier, Xiao-Yu Hu
Reduced-Complexity Decoding of LDPC Codes. IEEE Trans. Commun. 53 (8) (2005)
Ajay Dholakia, Sedat Ölçer
Rate-compatible array LDPC codes. ISIT (2004)
Ajay Dholakia, Sedat Ölçer
Rate-compatible low-density parity-check codes for digital subscriber lines. ICC (2004)
Ajay Dholakia, Evangelos Eleftheriou, Thomas Mittelholzer, Marc P. C. Fossorier
Capacity-approaching codes: can they be applied to the magnetic recording channel? IEEE Commun. Mag. 42 (2) (2004)
Evangelos Eleftheriou, Peter Bächtold, Giovanni Cherubini, Ajay Dholakia, Christoph Hagleitner, T. Loeliger, Aggeliki Pantazi, Haralampos Pozidis, T. R. Albrecht, Gerd Karl Binnig, Michel Despont, Ute Drechsler, Urs Dürig, Bernd Gotsmann, Daniel Jubin, Walter Häberle, Mark A. Lantz, Hugo E. Rothuizen, Richard Stutz, Peter Vettiger, Dorothea Wiesmann
A Nanotechnology-based Approach to Data Storage. VLDB (2003)
Xiao-Yu Hu, Evangelos Eleftheriou, Dieter-Michael Arnold, Ajay Dholakia
Efficient implementations of the sum-product algorithm for decoding LDPC codes. GLOBECOM (2001)
Michael Tüchler, Christian Weiss, Evangelos Eleftheriou, Ajay Dholakia, Joachim Hagenauer
Application of high-rate tail-biting codes to generalized partial response channels. GLOBECOM (2001)
Donald L. Bitzer, Ajay Dholakia, Havish Koorapaty, Mladen A. Vouk
On Locally Invertible Rate-1/n Convolutional Encoders. IEEE Trans. Inf. Theory 44 (1) (1998)
Gaurav Sharma, Amer A. Hassan, Ajay Dholakia
Performance evaluation of burst-error-correcting codes on a Gilbert-Elliott channel. IEEE Trans. Commun. 46 (7) (1998)
Ajay Dholakia, Mladen A. Vouk, Donald L. Bitzer
Table based decoding of rate one-half convolutional codes. IEEE Trans. Commun. 43 (2/3/4) (1995)
Ajay Dholakia, Mladen A. Vouk, Donald L. Bitzer
A variable-redundancy hybrid ARQ scheme using invertible convolutional codes. VTC (1994)
Ajay Dholakia, Mladen A. Vouk, Donald L. Bitzer
A Lost Cell Recovery Technique Using Convolutional Coding at the ATM Adaptation Layer in B-ISDN/ATM. Data Communication Networks and their Performance (1993)
Havish Koorapaty, Donald L. Bitzer, Ajay Dholakia, Mladen A. Vouk
Table-Driven Decoding of Convolutional Codes with Soft Decision. Coding And Quantization (1992)
Ajay Dholakia, T. M. Lee, Donald L. Bitzer, Mladen A. Vouk, L. Wang, Paul D. Franzon
An efficient table-driven decoder for one-half rate convolutional codes. ACM Southeast Regional Conference (1992)