Mohammed Alser

Orcid: 0000-0002-6117-3701

According to our database1, Mohammed Alser authored at least 53 papers between 2011 and 2024.

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Bibliography

2024
GateKeeper-GPU: Fast and Accurate Pre-Alignment Filtering in Short Read Mapping.
IEEE Trans. Computers, May, 2024

ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-efficient Genome Analysis.
ACM Trans. Archit. Code Optim., March, 2024

QUETZAL: Vector Acceleration Framework for Modern Genome Sequence Analysis Algorithms.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

MegIS: High-Performance, Energy-Efficient, and Low-Cost Metagenomic Analysis with In-Storage Processing.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

2023
Scrooge: a fast and memory-frugal genomic sequence aligner for CPUs, GPUs, and ASICs.
Bioinform., May, 2023

A framework for high-throughput sequence alignment using real processing-in-memory systems.
Bioinform., May, 2023

MetaStore: High-Performance Metagenomic Analysis via In-Storage Computing.
CoRR, 2023

MetaFast: Enabling Fast Metagenomic Classification via Seed Counting and Edit Distance Approximation.
CoRR, 2023

SequenceLab: A Comprehensive Benchmark of Computational Methods for Comparing Genomic Sequences.
CoRR, 2023

GateSeeder: Near-memory CPU-FPGA Acceleration of Short and Long Read Mapping.
CoRR, 2023

2022
pLUTo: Enabling Massively Parallel Computation In DRAM via Lookup Tables.
Dataset, July, 2022

TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering.
CoRR, 2022

Taming Large-Scale Genomic Analyses via Sparsified Genomics.
CoRR, 2022

A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers.
CoRR, 2022

COVIDHunter: COVID-19 pandemic wave prediction and mitigation via seasonality-aware modeling.
CoRR, 2022

Going From Molecules to Genomic Variations to Scientific Discovery: Intelligent Algorithms and Architectures for Intelligent Genome Analysis.
CoRR, 2022

Packaging, containerization, and virtualization of computational omics methods: Advances, challenges, and opportunities.
CoRR, 2022

GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis.
CoRR, 2022

Demeter: A Fast and Energy-Efficient Food Profiler Using Hyperdimensional Computing in Memory.
IEEE Access, 2022

GenPIP: In-Memory Acceleration of Genome Analysis via Tight Integration of Basecalling and Read Mapping.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables.
Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

GenStore: In-Storage Filtering of Genomic Data for High-Performance and Energy-Efficient Genome Analysis.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Exploiting Near-Data Processing to Accelerate Time Series Analysis.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

SeGraM: a universal hardware accelerator for genomic sequence-to-graph and sequence-to-sequence mapping.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Algorithmic Improvement and GPU Acceleration of the GenASM Algorithm.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

High-throughput Pairwise Alignment with the Wavefront Algorithm using Processing-in-Memory.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

GenStore: a high-performance in-storage processing system for genome sequence analysis.
Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021
FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications.
IEEE Micro, 2021

SIMDRAM: An End-to-End Framework for Bit-Serial SIMD Computing in DRAM.
CoRR, 2021

pLUTo: In-DRAM Lookup Tables to Enable Massively Parallel General-Purpose Computation.
CoRR, 2021

COVIDHunter: An Accurate, Flexible, and Environment-Aware Open-Source COVID-19 Outbreak Simulation Model.
CoRR, 2021

SneakySnake: a fast and accurate universal genome pre-alignment filter for CPUs, GPUs and FPGAs.
Bioinform., 2021

IChannels: Exploiting Current Management Mechanisms to Create Covert Channels in Modern Processors.
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

SIMDRAM: a framework for bit-serial SIMD processing using DRAM.
Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020
Accelerating Genome Analysis: A Primer on an Ongoing Journey.
IEEE Micro, 2020

Apollo: a sequencing-technology-independent, scalable and accurate assembly polishing algorithm.
Bioinform., 2020

FlexWatts: A Power- and Workload-Aware Hybrid Power Delivery Network for Energy-Efficient Microprocessors.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

GenASM: A High-Performance, Low-Power Approximate String Matching Acceleration Framework for Genome Sequence Analysis.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors.
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

NATSA: A Near-Data Processing Accelerator for Time Series Analysis.
Proceedings of the 38th IEEE International Conference on Computer Design, 2020

Techniques for Reducing the Connected-Standby Energy Consumption of Mobile Devices.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019
AirLift: A Fast and Comprehensive Technique for Remapping Alignments between Reference Genomes.
CoRR, 2019

Accelerating the Understanding of Life's Code Through Better Algorithms and Hardware Design.
CoRR, 2019

Shouji: a fast and efficient pre-alignment filter for sequence alignment.
Bioinform., 2019

2018
Accelerating the understanding of life\'s code through better algorithms and hardware design (Yaşamın kodunu anlamayı daha iyi algoritmalar ve donanım tasarımlarıyla hızlandırmak)
PhD thesis, 2018

SLIDER: Fast and Efficient Computation of Banded Sequence Alignment.
CoRR, 2018

GRIM-Filter: Fast seed location filtering in DNA read mapping using processing-in-memory technologies.
BMC Genom., 2018

2017
GateKeeper: a new hardware architecture for accelerating pre-alignment in DNA short read mapping.
Bioinform., 2017

2016
GateKeeper: Enabling Fast Pre-Alignment in DNA Short Read Mapping with a New Streaming Accelerator Architecture.
CoRR, 2016

2015
Can you Really Anonymize the Donors of Genomic Data in Today's Digital World?
Proceedings of the Data Privacy Management, and Security Assurance, 2015

2013
Design and Characterization of Low Power and Low Noise Truly All-Digital Clock and Data Recovery Circuit for SERDES Devices.
J. Low Power Electron., 2013

2012
Design of an All-Digital Synchronized Frequency Multiplier Based on a Dual-Loop (D/FLL) Architecture.
VLSI Design, 2012

2011
An FPGA-based design and implementation of an all-digital serializer for inter module communication in SoC.
IEICE Electron. Express, 2011


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