Ali Akoglu

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 71

Top Venues

Publications

Anish Krishnakumar, Hanguang Yu, Tutu Ajayi, A. Alper Goksoy, Vishrut Pandey, Joshua Mack, Md Sahil Hassan, Kuan-Yu Chen, Chaitali Chakrabarti, Daniel W. Bliss, Ali Akoglu, Hun-Seok Kim, Ronald G. Dreslinski, David T. Blaauw, Ümit Y. Ogras
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs). IEEE Des. Test 41 (1) (2024)
Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures. CoRR (2024)
H. Umut Suluhan, Serhan Gener, Alexander Fusco, Joshua Mack, Ismet Dagli, Mehmet E. Belviranli, Çagatay Edemen, Ali Akoglu
A Runtime Manager Integrated Emulation Environment for Heterogeneous SoC Design with RISC-V Cores. IPDPS (Workshops) (2024)
Md Sahil Hassan, Michael Inouye, Miguel Castro-Gonzalez, Ilkin Aliyev, Joshua Mack, Maisha Hafiz, Ali Akoglu
GPU-RANC: A CUDA Accelerated Simulation Framework for Neuromorphic Architectures. NICE (2024)
Serhan Gener, Md Sahil Hassan, Ali Akoglu
Value-Based Resource Management at SoC Scale. SC Workshops (2023)
H. Umut Suluhan, Serhan Gener, Alexander Fusco, H. Fatih Ugurdag, Ali Akoglu
PyTorch and CEDR: Enabling Deployment of Machine Learning Models on Heterogeneous Computing Systems. AICCSA (2023)
Joshua Mack, Md Sahil Hassan, Nirmal Kumbhare, Miguel Castro-Gonzalez, Ali Akoglu
CEDR: A Compiler-integrated, Extensible DSSoC Runtime. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Joshua Mack, Serhan Gener, Md Sahil Hassan, H. Umut Suluhan, Ali Akoglu
CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems. IPDPS Workshops (2023)
Serhan Gener, Parker Dattilo, Dhruv Gajaria, Alexander Fusco, Ali Akoglu
Gpu-based and streaming-enabled implementation of pre-processing flow towards enhancing optical character recognition accuracy and efficiency. Clust. Comput. 26 (6) (2023)
Md Sahil Hassan, Parker Dattilo, Ali Akoglu
A Novel Implementation Methodology for Error Correction Codes on a Neuromorphic Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Joshua Mack, Serhan Gener, Md Sahil Hassan, H. Umut Suluhan, Ali Akoglu
CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems. CoRR (2023)
Ismet Dagli, Andrew Depke, Andrew Mueller, Md Sahil Hassan, Ali Akoglu, Mehmet Esat Belviranli
Contention-aware Performance Modeling for Heterogeneous Edge and Cloud Systems. FRAME@HPDC (2023)
Md Sahil Hassan, Parker Dattilo, Ali Akoglu
A Novel Implementation Methodology for Error Correction Codes on a Neuromorphic Architecture. CoRR (2023)
Alexander Fusco, Md Sahil Hassan, Joshua Mack, Ali Akoglu
A Hardware-based HEFT Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs. VLSI-SoC (2022)
Ali Akoglu, José-Luis Zechinelli-Martini, Hamamache Kheddouci, Genoveva Vargas-Solar
Graph analytics workflows enactment on just in time data centres, Position Paper. CoRR (2022)
Alexander Fusco, Md Sahil Hassan, Joshua Mack, Ali Akoglu
Hardware-based Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs. CoRR (2022)
Liangliang Chang, Joshua Mack, Benjamin Willis, Xing Chen, John Brunhaver, Ali Akoglu, Chaitali Chakrabarti
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC. CoRR (2022)
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. IEEE Embed. Syst. Lett. 14 (1) (2022)
Joshua Mack, Md Sahil Hassan, Nirmal Kumbhare, Miguel Castro-Gonzalez, Ali Akoglu
CEDR - A Compiler-integrated, Extensible DSSoC Runtime. CoRR (2022)
Genoveva Vargas-Solar, Md Sahil Hassan, Ali Akoglu
JITA4DS: Disaggregated Execution of Data Science Pipelines Between the Edge and the Data Centre. J. Web Eng. 21 (1) (2022)
Liangliang Chang, Joshua Mack, Benjamin Willis, Xing Chen, John Brunhaver, Ali Akoglu, Chaitali Chakrabarti
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC. ISPA/BDCloud/SocialCom/SustainCom (2022)
Serhan Gener, Parker Dattilo, Dhruv Gajaria, Alexander Fusco, Ali Akoglu
GPGPU-based High Throughput Image Pre-processing Towards Large-Scale Optical Character Recognition. AICCSA (2022)
Daniel W. Bliss, Tutu Ajayi, Ali Akoglu, I. Aliyev, Toygun Basaklar, Leul Belayneh, David T. Blaauw, John Brunhaver, Chaitali Chakrabarti, L. Chang, Kuan-Yu Chen, M.-H. Chen, Xing Chen, Alex R. Chiriyath, Alhad Daftardar, Ronald G. Dreslinski, Arindam Dutta, Allen-Jasmin Farcas, Y. Fu, A. Alper Goksoy, X. He, Md. S. Hassan, Andrew Herschfelt, Jacob Holtom, H.-S. Kim, A. N. Krishnakumar, Y. Li, Owen Ma, Joshua Mack, Saurav Mallik, Sumit K. Mandal, Radu Marculescu, B. McCall, Trevor N. Mudge, Ümit Y. Ogras, V. Pandey, S. Siddiqui, Yu-Hsiu Sun, Adarsh Venkataramani, X. Wei, B. R. Willis, Hanguang Yu, Yufan Yue
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS (2022)
Joshua Mack, Samet E. Arda, Ümit Y. Ogras, Ali Akoglu
Performant, Multi-Objective Scheduling of Highly Interleaved Task Graphs on Heterogeneous System on Chip Devices. IEEE Trans. Parallel Distributed Syst. 33 (9) (2022)
Ali Akoglu, José-Luis Zechinelli-Martini, Hamamache Kheddouci, Genoveva Vargas-Solar
Graph Analytics Workflows Enactment on Just in Time Data Centres Position Paper. ICSOC Workshops (2021)
Joshua Mack, Samet E. Arda, Ümit Y. Ogras, Ali Akoglu
Performant, Multi-objective Scheduling of Highly Interleaved Task Graphs on Heterogeneous System on Chip Devices. CoRR (2021)
Genoveva Vargas-Solar, Ali Akoglu, Md Sahil Hassan
JITA4DS: Disaggregated execution of Data Science Pipelines between the Edge and the Data Centre. CoRR (2021)
Ali Akoglu, Genoveva Vargas-Solar
Putting Data Science Pipelines on the Edge. ICWE Workshops (2021)
Ali Akoglu, Genoveva Vargas-Solar
Putting Data Science Pipelines on the Edge. CoRR (2021)
A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. CoRR (2021)
Joshua Mack, Ruben Purdy, Kris Rockowitz, Michael Inouye, Edward Richter, Spencer Valancius, Nirmal Kumbhare, Md Sahil Hassan, Kaitlin Lindsay Fair, John Mixter, Ali Akoglu
RANC: Reconfigurable Architecture for Neuromorphic Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (11) (2021)
Joshua Mack, Ali Akoglu
FPGA Based High-Throughput Real-Time Feature Extraction for Modulation Classification. FCCM (2020)
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
User-Space Emulation Framework for Domain-Specific SoC Design. IPDPS Workshops (2020)
Joshua Mack, Ruben Purdy, Kris Rockowitz, Michael Inouye, Edward Richter, Spencer Valancius, Nirmal Kumbhare, Md Sahil Hassan, Kaitlin Lindsay Fair, John Mixter, Ali Akoglu
RANC: Reconfigurable Architecture for Neuromorphic Computing. CoRR (2020)
John Mixter, Ali Akoglu
Growing Artificial Neural Networks. CoRR (2020)
Scott Marshall, Garrett M. Vanhoy, Ali Akoglu, Tamal Bose, Bo Ryu
GPGPU Based Parallel Implementation of Spectral Correlation Density Function. J. Signal Process. Syst. 92 (1) (2020)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. IEEE Trans. Computers 69 (8) (2020)
Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Howard Jay Siegel, Ghaleb Abdulla, Salim Hariri
A Value-Oriented Job Scheduling Approach for Power-Constrained and Oversubscribed HPC Systems. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Spencer Valancius, Edward Richter, Ruben Purdy, Kris Rockowitz, Michael Inouye, Joshua Mack, Nirmal Kumbhare, Kaitlin Lindsay Fair, John Mixter, Ali Akoglu
FPGA Based Emulation Environment for Neuromorphic Architectures. IPDPS Workshops (2020)
Nirmal Kumbhare, Ali Akoglu, Aniruddha Marathe, Salim Hariri, Ghaleb Abdulla
Dynamic power management for value-oriented schedulers in power-constrained HPC system. Parallel Comput. 99 (2020)
Spencer Valancius, Edward Richter, Ruben Purdy, Kris Rockowitz, Michael Inouye, Joshua Mack, Nirmal Kumbhare, Kaitlin Lindsay Fair, John Mixter, Ali Akoglu
FPGA Based Emulation Environment for Neuromorphic Architectures. CoRR (2020)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Nirmal Kumbhare, Joshua Mack, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework. CoRR (2020)
Joshua Mack, Nirmal Kumbhare, Anish Krishnakumar, Ümit Y. Ogras, Ali Akoglu
User-Space Emulation Framework for Domain-Specific SoC Design. CoRR (2020)
Burak Unal, Md Sahil Hassan, Joshua Mack, Nirmal Kumbhare, Ali Akoglu
Design of High Throughput FPGA-Based Testbed for Accelerating Error Characterization of LDPC Codes. ReConFig (2019)
Nirmal Kumbhare, Aniruddha Marathe, Ali Akoglu, Salim Hariri, Ghaleb Abdulla
Adaptive Power Reallocation for Value-Oriented Schedulers in Power-Constrained HPC. PDCAT (2019)
Edward Richter, Ryan Raettig, Joshua Mack, Spencer Valancius, Burak Unal, Ali Akoglu
Accelerated Shadow Detection and Removal Method. AICCSA (2019)
Elnaz Tavakoli Yazdi, Ankur Limaye, Ali Akoglu, Tosiron Adegbija, Adam Buntzman
Bit-Wise and Multi-GPU Implementations of the DNA Recombination Algorithm. HiPC (2019)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips. CoRR (2019)
Dylan Machovec, Bhavesh Khemka, Nirmal Kumbhare, Sudeep Pasricha, Anthony A. Maciejewski, Howard Jay Siegel, Ali Akoglu, Gregory A. Koenig, Salim Hariri, Cihan Tunc, Michael Wright, Marcia Hilton, Rajendra Rambharos, Christopher Blandin, Farah Fargo, Ahmed Louri, Neena Imam
Utility-based resource management in an oversubscribed energy-constrained heterogeneous environment executing parallel applications. Parallel Comput. 83 (2019)
Samet E. Arda, Anish Krishnakumar, A. Alper Goksoy, Joshua Mack, Nirmal Kumbhare, Anderson L. Sartor, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras
A simulation framework for domain-specific system-on-chips: work-in-progress. CODES+ISSS (2019)
Ehsan Esmaili, Ali Akoglu, Salim Hariri, Talal Moukabary
Implementation of scalable bidomain-based 3D cardiac simulations on a graphics processing unit cluster. J. Supercomput. 75 (8) (2019)
Arpit Soni, Yoon Kah Leow, Ali Akoglu
Post-Routing Analytical Wirelength Model for Homogeneous FPGA Architectures. ReConFig (2018)
Scott Marshall, Garrett M. Vanhoy, Ali Akoglu, Tamal Bose, Bo Ryu
GPU Based Quarter Spectral Correlation Density Function. DASIP (2018)
Burak Unal, Ali Akoglu, Fakhreddine Ghaffari, Bane Vasic
Hardware Implementation and Performance Analysis of Resource Efficient Probabilistic Hard Decision LDPC Decoders. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2018)
Edward Richter, Spencer Valancius, Josiah McClanahan, John Mixter, Ali Akoglu
Balancing the learning ability and memory demand of a perceptron-based dynamically trainable neural network. J. Supercomput. 74 (7) (2018)
Jeno Szep, Ali Akoglu, Salim Hariri, Talal Moukabary
Two-Level Autonomous Optimizations Based on ML for Cardiac FEM Simulations. ICAC (2018)
Nilangshu Bidyanta, Ali Akoglu
Real-Time GPU Based Video Segmentation with Depth Information. AICCSA (2018)
Sam Gianelli, Edward Richter, Diego Jiménez, Hugo Valdez, Tosiron Adegbija, Ali Akoglu
Application-Specific Autonomic Cache Tuning for General Purpose GPUs. ICCAC (2017)
Fakhreddine Ghaffari, Burak Unal, Ali Akoglu, Khoa Le, David Declercq, Bane Vasic
Efficient FPGA implementation of probabilistic gallager B LDPC decoder. ICECS (2017)
Burak Unal, Fakhreddine Ghaffari, Ali Akoglu, David Declercq, Bane Vasic
Analysis and implementation of resource efficient probabilistic Gallager B LDPC decoder. NEWCAS (2017)
Fakhreddine Ghaffari, Ali Akoglu, Bane Vasic, David Declercq
Multi-Mode Low-Latency Software-Defined Error Correction for Data Centers. ICCCN (2017)
Nirmal Kumbhare, Cihan Tunc, Dylan Machovec, Ali Akoglu, Salim Hariri, Howard Jay Siegel
Value Based Scheduling for Oversubscribed Power-Constrained Homogeneous HPC Systems. ICCAC (2017)
Cihan Tunc, Dylan Machovec, Nirmal Kumbhare, Ali Akoglu, Salim Hariri, Bhavesh Khemka, Howard Jay Siegel
Value of service based resource management for large-scale computing systems. Clust. Comput. 20 (3) (2017)
Ehsan Esmaili, Ali Akoglu, Gregory Ditzler, Salim Hariri, Talal Moukabary, Jeno Szep
Autonomic Management of 3D Cardiac Simulations. ICCAC (2017)
MingWei Yang, Ivan B. Djordjevic, Cihan Tunc, Salim Hariri, Ali Akoglu
An Optical Interconnect Network Design for Dynamically Composable Data Centers. HPCC/SmartCity/DSS (2017)
Gregory Ditzler, Salim Hariri, Ali Akoglu
High Performance Machine Learning (HPML) Framework to Support DDDAS Decision Support Systems: Design Overview. FAS*W@SASO/ICCAC (2017)
Nirmal Kumbhare, Cihan Tunc, Salim Hariri, Ivan B. Djordjevic, Ali Akoglu, Howard Jay Siegel
Just In Time Architecture (JITA) for dynamically composable data centers. AICCSA (2016)
Burak Unal, Ali Akoglu
Resource efficient real-time processing of Contrast Limited Adaptive Histogram Equalization. FPL (2016)
Dylan Machovec, Cihan Tunc, Nirmal Kumbhare, Bhavesh Khemka, Ali Akoglu, Salim Hariri, Howard Jay Siegel
Value-Based Resource Management in High-Performance Computing Systems. ScienceCloud@HPDC (2016)
Shuqing Gu, Likai Yao, Cihan Tunc, Ali Akoglu, Salim Hariri, Elizabeth Ritchie
An Autonomic Workflow Performance Manager for Weather Research and Forecast Workflows. ICCAC (2016)
Cihan Tunc, Nirmal Kumbhare, Ali Akoglu, Salim Hariri, Dylan Machovec, Howard Jay Siegel
Value of Service Based Task Scheduling for Cloud Computing Systems. ICCAC (2016)
Farah Fargo, Cihan Tunc, Youssif B. Al-Nashif, Ali Akoglu, Salim Hariri
Autonomic Workload and Resources Management of Cloud Computing Services. ICCAC (2014)
Gregory M. Striemer, Harsha Krovi, Ali Akoglu, Benjamin Vincent, Ben Hopson, Jeffrey Frelinger, Adam Buntzman
Overcoming the Limitations Posed by TCR-beta Repertoire Modeling through a GPU-Based In-Silico DNA Recombination Algorithm. IPDPS (2014)
Peter Gadfort, Aravind Dasu, Ali Akoglu, Yoon Kah Leow, Michael Fritze
A power efficient reconfigurable system-in-stack: 3D integration of accelerators, FPGAs, and DRAM. SoCC (2014)
Priyank Gupta, Ali Akoglu, Kathleen L. Melde, Janet Meiling Wang Roveda
FPGA based single cycle, reconfigurable router for NoC applications. ISCAS (2013)
Yoon Kah Leow, Ali Akoglu
A Hybrid FPGA Model to Estimate On-Chip Crossbar Logic Utilization in SoC Platforms. IPDPS Workshops (2013)
Yoon Kah Leow, Ali Akoglu, Susan Lysecky
An Analytical Model for Evaluating Static Power of Homogeneous FPGA Architectures. ACM Trans. Reconfigurable Technol. Syst. 6 (4) (2013)
Hanyu Liu, Senthilkumar Thoravi Rajavel, Ali Akoglu
Integration of Net-Length Factor with Timing- and Routability-Driven Clustering Algorithms. ACM Trans. Reconfigurable Technol. Syst. 6 (3) (2013)
Yang Song, Ali Akoglu
An Adaptive Motion Estimation Architecture for H.264/AVC. J. Signal Process. Syst. 73 (2) (2013)
Peter E. Bailey, Tapasya Patki, Gregory M. Striemer, Ali Akoglu, David K. Lowenthal, Peter Bradbury, Matt Vaughn, Liya Wang, Stephen Goff
Quantitative Trait Locus Analysis Using a Partitioned Linear Model on a GPU Cluster. IPDPS Workshops (2012)
Yang Song, Ali Akoglu
Bit-by-Bit Pipelined and Hybrid-Grained 2D Architecture for Motion Estimation of H.264/AVC. J. Signal Process. Syst. 68 (1) (2012)
Venkata Krishna Nimmagadda, Ali Akoglu, Salim Hariri, Talal Moukabary
Cardiac simulation on multi-GPU platform. J. Supercomput. 59 (3) (2012)
Khaled Benkrid, Ali Akoglu, Cheng Ling, Yang Song, Ying Liu, Xiang Tian
High Performance Biological Pairwise Sequence Alignment: FPGA versus GPU versus Cell BE versus GPP. Int. J. Reconfigurable Comput. 2012 (2012)
Lakshmi Easwaran, Ali Akoglu
Net-length-based routability-driven power-aware clustering. ACM Trans. Reconfigurable Technol. Syst. 4 (4) (2011)
Yoon Kah Leow, Ali Akoglu, Ibrahim Guven, Erdogan Madenci
High performance linear equation solver using NVIDIA GPUs. AHS (2011)
Senthilkumar Thoravi Rajavel, Ali Akoglu
An analytical energy model to accelerate FPGA logic architecture investigation. FPT (2011)
Travis A. Hoffman, Jerzy W. Rozenblit, Ali Akoglu, Liana Suantak
Queral Networks: Toward an Approach for Engineering Large Artificial Neural Networks. ECBS (2011)
Yang Song, Ali Akoglu
Parallel Implementation of the Irregular Terrain Model (ITM) for Radio Transmission Loss Prediction Using GPU and Cell BE Processors. IEEE Trans. Parallel Distributed Syst. 22 (8) (2011)
Xuanxing Xiong, Yang Song, Ali Akoglu
Architecture design of variable block size motion estimation for full and fast search algorithms in H.264/AVC. Comput. Electr. Eng. 37 (3) (2011)
Senthilkumar Thoravi Rajavel, Ali Akoglu
MO-pack: many-objective clustering for FPGA CAD. DAC (2011)
Hanyu Liu, Ali Akoglu
Timing-Driven Nonuniform Depopulation-Based Clustering. Int. J. Reconfigurable Comput. 2010 (2010)
Adarsha Sreeramareddy, Ramachandra Kallam, Aravind Dasu, Ali Akoglu
Self-configurable architecture for reusable systems with Accelerated Relocation Circuit (SCARS-ARC). IPDPS Workshops (2010)
Arjun Hary, Ali Akoglu, Youssif B. Al-Nashif, Salim Hariri, Darrel Jenerette
Design and evaluation of a self-healing Kepler for scientific workflows. HPDC (2010)
Gregory M. Striemer, Ali Akoglu
An adaptable low density parity check (LDPC) engine for space based communication systems. AHS (2010)
Yang Song, Jeffrey A. Rudin, Ali Akoglu
Parallel implementation of Irregular Terrain Model on IBM Cell Broadband Engine. IPDPS (2009)
Gregory M. Striemer, Ali Akoglu
Sequence alignment with GPU: Performance and design challenges. IPDPS (2009)
Chad Rossmeissl, Adarsha Sreeramareddy, Ali Akoglu
Partial Bitstream 2-D Core Relocation for Reconfigurable Architectures. AHS (2009)
Ali Akoglu, Gregory M. Striemer
Scalable and highly parallel implementation of Smith-Waterman on graphics processing unit using CUDA. Clust. Comput. 12 (3) (2009)
Yang Song, Gregory M. Striemer, Ali Akoglu
Performance Analysis of IBM Cell Broadband Engine on Sequence Alignment. AHS (2009)
Yaser Jararweh, Arjun Hary, Youssif B. Al-Nashif, Salim Hariri, Ali Akoglu, Darrel Jenerette
Accelerated discovery through integration of Kepler with data turbine for ecosystem research. AICCSA (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ali Akoglu