Nikolaos Alachiotis

Orcid: 0000-0001-8162-3792

Affiliations:
  • University of Twente, Enschede, The Netherlands
  • Technical University Munich, Germany (PhD 2012)


According to our database1, Nikolaos Alachiotis authored at least 53 papers between 2009 and 2023.

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Bibliography

2023
A Survey of Processing Systems for Phylogenetics and Population Genetics.
ACM Trans. Reconfigurable Technol. Syst., September, 2023

Genome-wide scans for selective sweeps using convolutional neural networks.
Bioinform., 2023

SweepNet: A Lightweight CNN Architecture for the Classification of Adaptive Genomic Regions.
Proceedings of the Platform for Advanced Scientific Computing Conference, 2023

Accelerated Real-Time Classification of Evolving Data Streams using Adaptive Random Forests.
Proceedings of the International Conference on Field Programmable Technology, 2023

FPGA-accelerated Quantum Transport Measurements.
Proceedings of the International Conference on Field Programmable Technology, 2023

An unprotected RISC-V Soft-core processor on an SRAM FPGA: Is it as bad as it sounds?
Proceedings of the IEEE European Test Symposium, 2023

Exploring Genomic Sequence Alignment for Improving Side-Channel Analysis.
Proceedings of the Computer Security - ESORICS 2023, 2023

Neutron Radiation Tests of the NEORV32 RISC-V SoC on Flash-Based FPGAs.
Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2023

Effective Data Preprocessing Techniques for CNN-based Selective Sweep Detection.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Scalable Phylogeny Reconstruction with Disaggregated Near-memory Processing.
ACM Trans. Reconfigurable Technol. Syst., 2022

A novel approximation scheme for floating-point square root and inverse square root for FPGAs.
Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

Accelerated LD-based selective sweep detection using GPUs and FPGAs.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

An Event-driven Recurrent Spiking Neural Network Architecture for Efficient Inference on FPGA.
Proceedings of the ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27, 2022

2021
Accelerating Phylogenetics Using FPGAs in the Cloud.
IEEE Micro, 2021

An Energy-Efficient FPGA-based Convolutional Neural Network Implementation.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

EDRA: A Hardware-Assisted Decoupled Access/Execute Framework on the Digital Market - Invited Paper.
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

Increasing Flexibility of FPGA-based CNN Accelerators with Dynamic Partial Reconfiguration.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Integrative hierarchical ensemble clustering for improved disease subtype discovery.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
RAiSD-X: A Fast and Accurate FPGA System for the Detection of Positive Selection in Thousands of Genomes.
ACM Trans. Reconfigurable Technol. Syst., 2020

Near-memory Acceleration for Scalable Phylogenetic Inference.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

qLD: High-performance Computation of Linkage Disequilibrium on CPU and GPU.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Exploring Modern FPGA Platforms for Faster Phylogeny Reconstruction with RAxML.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019
Accelerating Binarized Convolutional Neural Networks with Dynamic Partial Reconfiguration on Disaggregated FPGAs.
Proceedings of the Parallel Computing: Technology Trends, 2019

2018
ReFiRe: Efficient Deployment of Remote Fine-Grained Reconfigurable Accelerators.
Proceedings of the International Conference on Field-Programmable Technology, 2018

Accelerated Inference of Positive Selection on Whole Genomes.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

dReDBox: Materializing a full-stack rack-scale system prototype of a next-generation disaggregated datacenter.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

REMAP: Remote mEmory Manager for disAggregated Platforms.
Proceedings of the 29th IEEE International Conference on Application-specific Systems, 2018

2017
FPGA-based evaluation platform for disaggregated computing.
Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017

Deploying FPGAs to future-proof genome-wide analyses based on linkage disequilibrium.
Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

Versatile deployment of FPGA accelerators in disaggregated data centers: A bioinformatics case study.
Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017

Multi-FPGA Evaluation Platform for Disaggregated Computing.
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

2016
Efficient Computation of Linkage Disequilibria as Dense Linear Algebra Operations.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

High Performance Linkage Disequilibrium: FPGAs Hold the Key.
Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

2015
Enabling portable energy efficiency with memory accelerated library.
Proceedings of the 48th International Symposium on Microarchitecture, 2015

Generating FPGA accelerators for chemical similarity assessment.
Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015

2013
libgapmis: extending short-read alignments.
BMC Bioinform., 2013

A Generic Vectorization Scheme and a GPU Kernel for the Phylogenetic Likelihood Library.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012
Algorithms and Computer Architectures for Evolutionary Bioinformatics.
PhD thesis, 2012

Coupling SIMD and SIMT architectures to boost performance of a phylogeny-aware alignment kernel.
BMC Bioinform., 2012

OmegaPlus: a scalable tool for rapid detection of selective sweeps in whole-genome datasets.
Bioinform., 2012

A versatile UDP/IP based PC ↔ FPGA communication platform.
Proceedings of the 2012 International Conference on Reconfigurable Computing and FPGAs, 2012

An Optimized Reconfigurable System for Computing the Phylogenetic Likelihood Function on DNA Data.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Exploiting Multi-grain Parallelism for Efficient Selective Sweep Detection.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2012

Libgapmis: An ultrafast library for short-read single-gap alignment.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
A Vector-Like Reconfigurable Floating-Point Unit for the Logarithm.
Int. J. Reconfigurable Comput., 2011

FPGA Acceleration of the Phylogenetic Parsimony Kernel?
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

Accelerating Phylogeny-Aware Short DNA Read Alignment with FPGAs.
Proceedings of the IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines, 2011

FPGA Optimizations for a Pipelined Floating-Point Exponential Unit.
Proceedings of the Reconfigurable Computing: Architectures, Tools and Applications, 2011

2010
Time and memory efficient likelihood-based tree searches on phylogenomic alignments with missing data.
Bioinform., 2010

Efficient floating-point logarithm unit for FPGAs.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Efficient PC-FPGA Communication over Gigabit Ethernet.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Exploring FPGAs for accelerating the phylogenetic likelihood function.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

A reconfigurable architecture for the Phylogenetic Likelihood Function.
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009


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