Ali Akoglu

Orcid: 0000-0001-7982-8991

According to our database1, Ali Akoglu authored at least 102 papers between 2002 and 2024.

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Bibliography

2024
FALCON: An FPGA Emulation Platform for Domain-Specific SoCs (DSSoCs).
IEEE Des. Test, February, 2024

2023
A Novel Implementation Methodology for Error Correction Codes on a Neuromorphic Architecture.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Gpu-based and streaming-enabled implementation of pre-processing flow towards enhancing optical character recognition accuracy and efficiency.
Clust. Comput., December, 2023

CEDR: A Compiler-integrated, Extensible DSSoC Runtime.
ACM Trans. Embed. Comput. Syst., March, 2023

Value-Based Resource Management at SoC Scale.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

CEDR-API: Productive, Performant Programming of Domain-Specific Embedded Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Contention-aware Performance Modeling for Heterogeneous Edge and Cloud Systems.
Proceedings of the 3rd Workshop on Flexible Resource and Application Management on the Edge, 2023

PyTorch and CEDR: Enabling Deployment of Machine Learning Models on Heterogeneous Computing Systems.
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022
Performant, Multi-Objective Scheduling of Highly Interleaved Task Graphs on Heterogeneous System on Chip Devices.
IEEE Trans. Parallel Distributed Syst., 2022

JITA4DS: Disaggregated Execution of Data Science Pipelines Between the Edge and the Data Centre.
J. Web Eng., 2022

DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs.
IEEE Embed. Syst. Lett., 2022

Hardware-based Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs.
CoRR, 2022

A Hardware-based HEFT Scheduler Implementation for Dynamic Workloads on Heterogeneous SoCs.
Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022


GPGPU-based High Throughput Image Pre-processing Towards Large-Scale Optical Character Recognition.
Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021
RANC: Reconfigurable Architecture for Neuromorphic Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Putting Data Science Pipelines on the Edge.
Proceedings of the ICWE 2021 Workshops, 2021

Graph Analytics Workflows Enactment on Just in Time Data Centres Position Paper.
Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

2020
GPGPU Based Parallel Implementation of Spectral Correlation Density Function.
J. Signal Process. Syst., 2020

A Value-Oriented Job Scheduling Approach for Power-Constrained and Oversubscribed HPC Systems.
IEEE Trans. Parallel Distributed Syst., 2020

DS3: A System-Level Domain-Specific System-on-Chip Simulation Framework.
IEEE Trans. Computers, 2020

Dynamic power management for value-oriented schedulers in power-constrained HPC system.
Parallel Comput., 2020

Growing Artificial Neural Networks.
CoRR, 2020

FPGA Based Emulation Environment for Neuromorphic Architectures.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

User-Space Emulation Framework for Domain-Specific SoC Design.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

FPGA Based High-Throughput Real-Time Feature Extraction for Modulation Classification.
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2019
Implementation of scalable bidomain-based 3D cardiac simulations on a graphics processing unit cluster.
J. Supercomput., 2019

Utility-based resource management in an oversubscribed energy-constrained heterogeneous environment executing parallel applications.
Parallel Comput., 2019

Work-in-Progress: A Simulation Framework for Domain-Specific System-on-Chips.
CoRR, 2019

Design of High Throughput FPGA-Based Testbed for Accelerating Error Characterization of LDPC Codes.
Proceedings of the 2019 International Conference on ReConFigurable Computing and FPGAs, 2019

Adaptive Power Reallocation for Value-Oriented Schedulers in Power-Constrained HPC.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019

Bit-Wise and Multi-GPU Implementations of the DNA Recombination Algorithm.
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

A simulation framework for domain-specific system-on-chips: work-in-progress.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019

Accelerated Shadow Detection and Removal Method.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018
Balancing the learning ability and memory demand of a perceptron-based dynamically trainable neural network.
J. Supercomput., 2018

Hardware Implementation and Performance Analysis of Resource Efficient Probabilistic Hard Decision LDPC Decoders.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Post-Routing Analytical Wirelength Model for Homogeneous FPGA Architectures.
Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

Two-Level Autonomous Optimizations Based on ML for Cardiac FEM Simulations.
Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018

GPU Based Quarter Spectral Correlation Density Function.
Proceedings of the 2018 Conference on Design and Architectures for Signal and Image Processing, 2018

Real-Time GPU Based Video Segmentation with Depth Information.
Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017
Value of service based resource management for large-scale computing systems.
Clust. Comput., 2017

High Performance Machine Learning (HPML) Framework to Support DDDAS Decision Support Systems: Design Overview.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017

Analysis and implementation of resource efficient probabilistic Gallager B LDPC decoder.
Proceedings of the 15th IEEE International New Circuits and Systems Conference, 2017

Efficient FPGA implementation of probabilistic gallager B LDPC decoder.
Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Multi-Mode Low-Latency Software-Defined Error Correction for Data Centers.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Value Based Scheduling for Oversubscribed Power-Constrained Homogeneous HPC Systems.
Proceedings of the 2017 International Conference on Cloud and Autonomic Computing, 2017

Application-Specific Autonomic Cache Tuning for General Purpose GPUs.
Proceedings of the 2017 International Conference on Cloud and Autonomic Computing, 2017

Autonomic Management of 3D Cardiac Simulations.
Proceedings of the 2017 International Conference on Cloud and Autonomic Computing, 2017

An Optical Interconnect Network Design for Dynamically Composable Data Centers.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

2016
Value of Service Based Task Scheduling for Cloud Computing Systems.
Proceedings of the 2016 International Conference on Cloud and Autonomic Computing, 2016

An Autonomic Workflow Performance Manager for Weather Research and Forecast Workflows.
Proceedings of the 2016 International Conference on Cloud and Autonomic Computing, 2016

Value-Based Resource Management in High-Performance Computing Systems.
Proceedings of the ACM 7th Workshop on Scientific Cloud Computing, 2016

Resource efficient real-time processing of Contrast Limited Adaptive Histogram Equalization.
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Just In Time Architecture (JITA) for dynamically composable data centers.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2014
A power efficient reconfigurable system-in-stack: 3D integration of accelerators, FPGAs, and DRAM.
Proceedings of the 27th IEEE International System-on-Chip Conference, 2014

Overcoming the Limitations Posed by TCR-beta Repertoire Modeling through a GPU-Based In-Silico DNA Recombination Algorithm.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Autonomic Workload and Resources Management of Cloud Computing Services.
Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014

2013
An Adaptive Motion Estimation Architecture for H.264/AVC.
J. Signal Process. Syst., 2013

Integration of Net-Length Factor with Timing- and Routability-Driven Clustering Algorithms.
ACM Trans. Reconfigurable Technol. Syst., 2013

An Analytical Model for Evaluating Static Power of Homogeneous FPGA Architectures.
ACM Trans. Reconfigurable Technol. Syst., 2013

FPGA based single cycle, reconfigurable router for NoC applications.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

A Hybrid FPGA Model to Estimate On-Chip Crossbar Logic Utilization in SoC Platforms.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012
Bit-by-Bit Pipelined and Hybrid-Grained 2D Architecture for Motion Estimation of H.264/AVC.
J. Signal Process. Syst., 2012

Cardiac simulation on multi-GPU platform.
J. Supercomput., 2012

High Performance Biological Pairwise Sequence Alignment: FPGA versus GPU versus Cell BE versus GPP.
Int. J. Reconfigurable Comput., 2012

Quantitative Trait Locus Analysis Using a Partitioned Linear Model on a GPU Cluster.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Net-length-based routability-driven power-aware clustering.
ACM Trans. Reconfigurable Technol. Syst., 2011

Parallel Implementation of the Irregular Terrain Model (ITM) for Radio Transmission Loss Prediction Using GPU and Cell BE Processors.
IEEE Trans. Parallel Distributed Syst., 2011

Architecture design of variable block size motion estimation for full and fast search algorithms in H.264/AVC.
Comput. Electr. Eng., 2011

An analytical energy model to accelerate FPGA logic architecture investigation.
Proceedings of the 2011 International Conference on Field-Programmable Technology, 2011

Queral Networks: Toward an Approach for Engineering Large Artificial Neural Networks.
Proceedings of the 18th IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, 2011

MO-pack: many-objective clustering for FPGA CAD.
Proceedings of the 48th Design Automation Conference, 2011

High performance linear equation solver using NVIDIA GPUs.
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems, 2011

2010
Timing-Driven Nonuniform Depopulation-Based Clustering.
Int. J. Reconfigurable Comput., 2010

Self-configurable architecture for reusable systems with Accelerated Relocation Circuit (SCARS-ARC).
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Design and evaluation of a self-healing Kepler for scientific workflows.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

An adaptable low density parity check (LDPC) engine for space based communication systems.
Proceedings of the 2010 NASA/ESA Conference on Adaptive Hardware and Systems, 2010

2009
FPGA based distributed self healing architecture for reusable systems.
Clust. Comput., 2009

Scalable and highly parallel implementation of Smith-Waterman on graphics processing unit using CUDA.
Clust. Comput., 2009

Sequence alignment with GPU: Performance and design challenges.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Parallel implementation of Irregular Terrain Model on IBM Cell Broadband Engine.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Accelerated discovery through integration of Kepler with data turbine for ecosystem research.
Proceedings of the 7th IEEE/ACS International Conference on Computer Systems and Applications, 2009

Performance Analysis of IBM Cell Broadband Engine on Sequence Alignment.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

Partial Bitstream 2-D Core Relocation for Reconfigurable Architectures.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

2008
A coarse grained and hybrid reconfigurable architecture with flexible NoC router for variable block size motion estimation.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

A hybrid processing element based reconfigurable architecture for hashing algorithms.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Concurrent timing based and routability driven depopulation technique for FPGA packing.
Proceedings of the 2008 International Conference on Field-Programmable Technology, 2008

Highly Parallel FPGA Based IEEE-754 Compliant Double-Precision Floating-Point Division.
Proceedings of the 2008 International Conference on Engineering of Reconfigurable Systems & Algorithms, 2008

SCARS: Scalable Self-Configurable Architecture for Reusable Space Systems.
Proceedings of the 2008 International Conference on Engineering of Reconfigurable Systems & Algorithms, 2008

SCARS: Scalable Self-Configurable Architecture for Reusable Space Systems.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2008

2007
A Coarse Grained Reconfigurable Architecture for Variable Block Size Motion Estimation.
Proceedings of the 2007 International Conference on Field-Programmable Technology, 2007

A Highly Parallel FPGA based IEEE-754 Compliant Double-Precision Binary Floating-Point Multiplication Algorithm.
Proceedings of the 2007 International Conference on Field-Programmable Technology, 2007

Net Length based Routability Driven Packing.
Proceedings of the 2007 International Conference on Field-Programmable Technology, 2007

Wirelength Prediction for FPGAs.
Proceedings of the FPL 2007, 2007

Methodology and Toolset for ASIP Design and Development Targeting Cryptography-Based Applications.
Proceedings of the IEEE International Conference on Application-Specific Systems, 2007

Hierarchical Built-in Self-testing and FPGA Based Healing Methodology for System-on-a-Chip.
Proceedings of the Second NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2007), 2007

FPGA Based Fault Detection, Isolation and Healing for Integrated Vehicle Health.
Proceedings of the Artificial Intelligence for Prognostics, 2007

2005
Application Specific Reconfigurable Architecture Design.
Proceedings of The 2005 International Conference on Engineering of Reconfigurable Systems and Algorithms, 2005

2004
Cluster Extraction for Hybrid FPGA Architecture in Computation Intensive Applications.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, 2004

2003
An Analysis Tool Set for Reconfigurable Media Processing.
Proceedings of the International Conference on Engineering of Reconfigurable Systems and Algorithms, June 23, 2003

2002
Pattern Recognition Tool to Detect Reconfigurable Patterns in MPEG4 Video Processing.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002


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