School of Computer and Cyber Sciences

Research output

Research output per year 1988 2020 2021 2022 2023 2024

• 225 Conference contribution
• 171 Paper
• 170 Article
• 13 Editorial
• 34 More
  • 12 Conference article
  • 11 Chapter
  • 5 Anthology
  • 2 Book
  • 2 Review article
  • 1 Comment/debate
  • 1 Letter

Research output per year

Research output per year

Search results

• 2024

  Power of Posted-price Mechanisms for Prophet Inequalities

  Banihashem, K., Hajiaghayi, M. T., Kowalski, D. R., Krysta, P. & Olkowski, J., 2024, p. 4580-4604. 25 p.

  Research output: Contribution to conference › Paper › peer-review

  • Prophet Inequality 100%
  • Pricing 44%
  • Welfare 40%
  • Online Optimization 32%
  • Costs 23%
• 2020

  A novel data transformation and execution strategy for accelerating sparse matrix multiplication on GPUs

  Jiang, P., Hong, C. & Agrawal, G., Feb 19 2020, p. 376-388.

  Research output: Contribution to conference › Paper › peer-review
  34 Scopus citations

• A Pattern-Based API for Mapping Applications to a Hierarchy of Multi-Core Devices

  Guo, J., Teodorescu, R. & Agrawal, G., May 2020, p. 11-20.

  Research output: Contribution to conference › Paper

• Scaling out speculative execution of finite-state machines with parallel merge

  Xia, Y., Jiang, P. & Agrawal, G., Feb 19 2020, p. 160-172.

  Research output: Contribution to conference › Paper
  4 Scopus citations
• 2019

  Accelerating array joining with integrated value-index

  Xing, H. & Agrawal, G., Jul 23 2019, p. 145-156.

  Research output: Contribution to conference › Paper › peer-review
  6 Scopus citations

• Accelerating distributed stochastic gradient descent with adaptive periodic parameter averaging: poster

  Jiang, P. & Agrawal, G., Feb 16 2019, p. 403-404.

  Research output: Contribution to conference › Paper › peer-review
  4 Scopus citations

• A Methodology for Characterizing Sparse Datasets and Its Application to SIMD Performance Prediction

  Zhu, G., Jiang, P. & Agrawal, G., Sep 2019, p. 445-456.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• Enabling prefix sum parallelism pattern for recurrences with principled function reconstruction

  Xia, Y., Jiang, P. & Agrawal, G., 2019, p. 17-28.

  Research output: Contribution to conference › Paper › peer-review
  2 Scopus citations
• 2018

  Achieving Performance and Programmability for MapReduce(-Like) Frameworks

  Guo, J. & Agrawal, G., Dec 2018, p. 314-323.

  Research output: Contribution to conference › Paper › peer-review
  2 Scopus citations

• A Novel Approach for Handling Soft Error in Conjugate Gradients

  Ozturk, M. E., Renardy, M., Li, Y., Agrawal, G. & Chou, C., Dec 2018, p. 193-202.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• A Performance Prediction Framework for Irregular Applications

  Zhu, G. & Agrawal, G., Dec 2018, p. 304-313.

  Research output: Contribution to conference › Paper › peer-review
  5 Scopus citations

• Automatic epileptic seizure detection based on empirical mode decomposition and deep neural network

  Daoud, H. G., Abdelhameed, A. M. & Bayoumi, M., Mar 2018, p. 182-186.

  Research output: Contribution to conference › Paper › peer-review
  38 Scopus citations

• COMPASS: compact array storage with value index

  Xing, H. & Agrawal, G., Jul 9 2018, p. 1-12.

  Research output: Contribution to conference › Paper › peer-review
  3 Scopus citations

• Conflict-free vectorization of associative irregular applications with recent SIMD architectural advances

  Jiang, P. & Agrawal, G., Feb 24 2018, p. 175-187.

  Research output: Contribution to conference › Paper › peer-review
  8 Scopus citations

• Deep Convolutional Bidirectional LSTM Recurrent Neural Network for Epileptic Seizure Detection

  Abdelhameed, A. M., Daoud, H. G. & Bayoumi, M., Jun 2018, p. 139-143.

  Research output: Contribution to conference › Paper › peer-review
  47 Scopus citations

• Deep Learning based Reliable Early Epileptic Seizure Predictor

  Daoud, H. & Bayoumi, M., Oct 2018, p. 1-4.

  Research output: Contribution to conference › Paper › peer-review
  18 Scopus citations

• Epileptic Seizure Detection using Deep Convolutional Autoencoder

  Abdelhameed, A. M., Daoud, H. G. & Bayoumi, M., Oct 2018, p. 223-228.

  Research output: Contribution to conference › Paper › peer-review
  26 Scopus citations

• FDQ: Advance Analytics Over Real Scientific Array Datasets

  Ebenstein, R., Agrawal, G., Wang, J., Boley, J. & Kettimuthu, R., Oct 2018, p. 453-463.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• Revealing parallel scans and reductions in recurrences through function reconstruction

  Jiang, P., Chen, L. & Agrawal, G., Nov 2018, p. 1-13.

  Research output: Contribution to conference › Paper › peer-review
  7 Scopus citations
• 2017

  Culture and Social Capital: Effect on the Growth of Small Medium Enterprise - The Case of Software Firms

  Dorantes, C. A., Hallam, C. & Zanella, G., Jul 2017, p. 1-8.

  Research output: Contribution to conference › Paper › peer-review

• Efficient SIMD and MIMD parallelization of hash-based aggregation by conflict mitigation

  Jiang, P. & Agrawal, G., Jun 14 2017, p. 1-11.

  Research output: Contribution to conference › Paper › peer-review
  12 Scopus citations

• Par-eXpress: A Tool for Analysis of Sequencing Experiments With Ambiguous Assignment of Fragments in Parallel

  Kutlu, M., Agrawal, G. & Blachly, J. S., May 2017, p. 303-310.

  Research output: Contribution to conference › Paper › peer-review

• Supporting Fault-Tolerance in Presence of In-Situ Analytics.

  Liu, J. & Agrawal, G., 2017, p. 304-313.

  Research output: Contribution to conference › Paper › peer-review
  6 Scopus citations

• Technological Opportunity Detection and SMEs: A Mix of Individual and Organizational Factors

  Solano, D. B. C., Hallam, C. & Zanella, G., Jul 2017, p. 1-5.

  Research output: Contribution to conference › Paper › peer-review
  4 Scopus citations
• 2016

  Differentiated Scheduling of Response-Critical and Best-Effort Wide-Area Data Transfers

  Kettimuthu, R., Agrawal, G., Sadayappan, P. & Foster, I., May 2016, p. 1113-1122.

  Research output: Contribution to conference › Paper › peer-review
  8 Scopus citations

• Ensemble of Heterogeneous Classifiers for Improving Automated Tweet Classification

  Cui, R., Agrawal, G., Ramnath, R. & Khuc, V., Dec 2016, p. 1045-1052.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• Exploiting recent SIMD architectural advances for irregular applications

  Chen, L., Jiang, P. & Agrawal, G., Feb 29 2016, p. 47-58.

  Research output: Contribution to conference › Paper › peer-review
  33 Scopus citations

• Fault Tolerant Frequent Pattern Mining

  Shohdy, S., Vishnu, A. & Agrawal, G., Dec 2016, p. 12-21.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• Fault Tolerant Support Vector Machines

  Shohdy, S., Vishnu, A. & Agrawal, G., Aug 2016, p. 598-607.

  Research output: Contribution to conference › Paper › peer-review
  2 Scopus citations

• Reusing Data Reorganization for Efficient SIMD Parallelization of Adaptive Irregular Applications

  Jiang, P., Chen, L. & Agrawal, G., Jun 2016, p. 1-10.

  Research output: Contribution to conference › Paper › peer-review
  14 Scopus citations

• Soft Error Detection for Iterative Applications Using Offline Training

  Liu, J. & Agrawal, G., Dec 2016, p. 2-11.

  Research output: Contribution to conference › Paper › peer-review
  5 Scopus citations

• User-assisted storage reuse determination for dynamic task graphs

  Kurt, M. C., Ren, B., Krishnamoorthy, S. & Agrawal, G., Feb 27 2016, p. 1-2.

  Research output: Contribution to conference › Paper › peer-review
• 2015

  Algorithm Level Fault Tolerance for Molecular Dynamic Applications

  Liu, J. & Agrawal, G., Dec 2015, p. 406-415.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• An elegant sufficiency: load-aware differentiated scheduling of data transfers

  Kettimuthu, R., Vardoyan, G., Agrawal, G., Sadayappan, P. & Foster, I., Nov 15 2015, p. 1-12.

  Research output: Contribution to conference › Paper › peer-review
  11 Scopus citations

• A novel approach for approximate aggregations over arrays

  Wang, Y., Su, Y. & Agrawal, G., Jun 29 2015, p. 1-12.

  Research output: Contribution to conference › Paper › peer-review
  37 Scopus citations

• A Pattern Specification and Optimizations Framework for Accelerating Scientific Computations on Heterogeneous Clusters

  Chen, L., Huo, X. & Agrawal, G., May 2015, p. 591-600.

  Research output: Contribution to conference › Paper › peer-review
  3 Scopus citations

• A Practical Approach for Handling Soft Errors in Iterative Applications

  Liu, J., Kurt, M. C. & Agrawal, G., Sep 2015, p. 158-161.

  Research output: Contribution to conference › Paper › peer-review
  10 Scopus citations

• DSDQuery DSI - Querying scientific data repositories with structured operators

  Ebenstein, R. & Agrawal, G., Oct 2015, p. 485-492.

  Research output: Contribution to conference › Paper › peer-review
  4 Scopus citations

• Efficient and Simplified Parallel Graph Processing over CPU and MIC

  Chen, L., Huo, X., Ren, B., Jain, S. & Agrawal, G., May 2015, p. 819-828.

  Research output: Contribution to conference › Paper › peer-review
  22 Scopus citations

• GEM: A Framework for Developing Shared-Memory Parallel Genomic Applications on Memory Constrained Architectures

  Kutlu, M. & Agrawal, G., Sep 2015, p. 829-838.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• In-Situ Bitmaps Generation and Efficient Data Analysis based on Bitmaps

  Su, Y., Wang, Y. & Agrawal, G., Jun 15 2015, p. 61-72.

  Research output: Contribution to conference › Paper › peer-review
  35 Scopus citations

• Load Balancing and Accelerating Parallel Spatial Join Operations Using Bitmap Indexing

  Shohdy, S., Su, Y. & Agrawal, G., Dec 2015, p. 396-405.

  Research output: Contribution to conference › Paper › peer-review
  6 Scopus citations

• RE-PAGE: Domain-Specific REplication and PArallel Processing of GEnomic Data

  Kutlu, M. & Agrawal, G., Sep 2015, p. 332-341.

  Research output: Contribution to conference › Paper › peer-review

• SciCSM: novel contrast set mining over scientific datasets using bitmap indices

  Zhu, G., Wang, Y. & Agrawal, G., Jun 29 2015, p. 1-6.

  Research output: Contribution to conference › Paper › peer-review
  4 Scopus citations

• Smart: a MapReduce-like framework for in-situ scientific analytics

  Wang, Y., Agrawal, G., Bicer, T. & Jiang, W., Nov 15 2015, p. 1-12.

  Research output: Contribution to conference › Paper › peer-review
  36 Scopus citations

• Supporting online analytics with user-defined estimation and early termination in a MapReduce-like framework

  Wang, Y., Chen, L. & Agrawal, G., 2015, p. 1-8.

  Research output: Contribution to conference › Paper › peer-review
  2 Scopus citations

• Towards methods for systematic research on big data

  Das, M., Cui, R., Campbell, D. R., Agrawal, G. & Ramnath, R., Oct 2015, p. 2072-2081.

  Research output: Contribution to conference › Paper › peer-review
  37 Scopus citations
• 2014

  A programming system for xeon phis with runtime SIMD parallelization

  Huo, X., Ren, B. & Agrawal, G., 2014, p. 283-292.

  Research output: Contribution to conference › Paper › peer-review
  14 Scopus citations

• Automating and optimizing data transfers for many-core coprocessors

  Ren, B., Ravi, N., Yang, Y., Feng, M., Agrawal, G. & Chakradhar, S., 2014, p. 177-177.

  Research output: Contribution to conference › Paper › peer-review

• Cluster-Based SNP Calling on Large-Scale Genome Sequencing Data

  Kutlu, M. & Agrawal, G., May 2014, p. 455-464.

  Research output: Contribution to conference › Paper › peer-review
  5 Scopus citations