Julian M. Kunkel

Orcid: 0000-0002-6915-1179

Affiliations:
  • University of Hamburg, Department of Informatics


According to our database1, Julian M. Kunkel authored at least 85 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Online presence:

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Bibliography

2024
Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services.
CoRR, 2024

Revolutionizing System Reliability: The Role of AI in Predictive Maintenance Strategies.
CoRR, 2024

Interactive and Urgent HPC: Challenges and Opportunities.
CoRR, 2024

HOSHMAND: Accelerated AI-Driven Scheduler Emulating Conventional Task Distribution Techniques for Cloud Workloads.
Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework.
Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022
Performance Evaluation of Open-Source Serverless Platforms for Kubernetes.
Algorithms, 2022

Road Intersection Coordination Scheme for Mixed Traffic (Human Driven and Driver-Less Vehicles): A Systematic Review.
Proceedings of the Intelligent Computing, 2022

Speed Harmonisation Strategy for Human-Driven and Autonomous Vehicles Co-existence.
Proceedings of the Intelligent Computing, 2022

2021
Understanding I/O Behavior in Scientific and Data-Intensive Computing (Dagstuhl Seminar 21332).
Dagstuhl Reports, 2021

Toward a Workflow for Identifying Jobs with Similar I/O Behavior Utilizing Time Series Analysis.
Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2020
AIMES: Advanced Computation and I/O Methods for Earth-System Simulations.
Proceedings of the Software for Exascale Computing - SPPEXA 2016-2019, 2020

Potential of I/O Aware Workflows in Climate and Weather.
Supercomput. Front. Innov., 2020

The HPC Certification Forum: Toward a Globally Acknowledged HPC Certification.
Comput. Sci. Eng., 2020

Investigating the Overhead of the REST Protocol When Using Cloud Services for HPC Storage.
Proceedings of the High Performance Computing, 2020

The Importance of Temporal Behavior When Classifying Job IO Patterns Using Machine Learning Techniques.
Proceedings of the High Performance Computing, 2020

Semi-automatic Assessment of I/O Behavior by Inspecting the Individual Client-Node Timelines - An Explorative Study on 10<sup>6</sup> Jobs.
Proceedings of the High Performance Computing - 35th International Conference, 2020

2019
A similarity study of I/O traces via string kernels.
J. Supercomput., 2019

Interference of billing and scheduling strategies for energy and cost savings in modern data centers.
Sustain. Comput. Informatics Syst., 2019

Analysis of parallel I/O use on the UK national supercomputing service, ARCHER using Cray LASSi and EPCC SAFE.
CoRR, 2019

Automatic Vectorization of Stencil Codes with the GGDML Language Extensions.
Proceedings of the 5th Workshop on Programming Models for SIMD/Vector Processing, 2019

Tracking User-Perceived I/O Slowdown via Probing.
Proceedings of the High Performance Computing, 2019

Scalable Parallelization of Stencils Using MODA.
Proceedings of the High Performance Computing, 2019

Footprinting Parallel I/O - Machine Learning to Classify Application's I/O Behavior.
Proceedings of the High Performance Computing, 2019

What Company Does My News Article Refer to? Tackling Multi Class Problems With Topic Modeling.
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

Optimizing Memory Bandwidth Efficiency with User-Preferred Kernel Merge.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

2018
Understanding hardware and software metrics with respect to power consumption.
Sustain. Comput. Informatics Syst., 2018

Survey of Storage Systems for High-Performance Computing.
Supercomput. Front. Innov., 2018

Cost and Performance Modeling for Earth System Data Management and Beyond.
Proceedings of the High Performance Computing, 2018

Understanding Metadata Latency with MDWorkbench.
Proceedings of the High Performance Computing, 2018

Tools for Analyzing Parallel I/O.
Proceedings of the High Performance Computing, 2018

Performance Portability of Earth System Models with User-Controlled GGDML Code Translation.
Proceedings of the High Performance Computing, 2018

Benefit of DDN's IME-FUSE for I/O Intensive HPC Applications.
Proceedings of the High Performance Computing, 2018

Toward Understanding I/O Behavior in HPC Workflows.
Proceedings of the 3rd IEEE/ACM International Workshop on Parallel Data Storage & Data Intensive Scalable Computing Systems, 2018

Towards Green Scientific Data Compression Through High-Level I/O Interfaces.
Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018

Comparison of Clang Abstract Syntax Trees using String Kernels.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

2017
Towards Decoupling the Selection of Compression Algorithms from Quality Constraints - An Investigation of Lossy Compression Efficiency.
Supercomput. Front. Innov., 2017

Simulation of Hierarchical Storage Systems for TCO and QoS.
Proceedings of the High Performance Computing, 2017

Toward Decoupling the Selection of Compression Algorithms from Quality Constraints.
Proceedings of the High Performance Computing, 2017

HPC I/O in the Data Center Workshop (HPC-IODC).
Proceedings of the High Performance Computing, 2017

An MPI-IO In-Memory Driver for Non-volatile Pooled Memory of the Kove XPD.
Proceedings of the High Performance Computing, 2017

Real-Time I/O-Monitoring of HPC Applications with SIOX, Elasticsearch, Grafana and FUSE.
Proceedings of the High Performance Computing, 2017

A Novel String Representation and Kernel Function for the Comparison of I/O Access Patterns.
Proceedings of the Parallel Computing Technologies, 2017

2016
Predicting I/O Performance in HPC Using Artificial Neural Networks.
Supercomput. Front. Innov., 2016

Analyzing Data Properties using Statistical Sampling - Illustrated on Scientific File Formats.
Supercomput. Front. Innov., 2016

Data Compression for Climate Data.
Supercomput. Front. Innov., 2016

An analytical methodology to derive power models based on hardware and software metrics.
Comput. Sci. Res. Dev., 2016

Analyzing Data Properties Using Statistical Sampling Techniques - Illustrated on Scientific File Formats and Compression Features.
Proceedings of the High Performance Computing, 2016

Towards Automatic and Flexible Unit Test Generation for Legacy HPC Code.
Proceedings of the Fourth International Workshop on Software Engineering for High Performance Computing in Computational Science and Engineering, 2016

2015
Monitoring energy consumption with SIOX.
Comput. Sci. Res. Dev., 2015

Predicting Performance of Non-contiguous I/O with Machine Learning.
Proceedings of the High Performance Computing - 30th International Conference, 2015

2014
Exascale Storage Systems - An Analytical Study of Expenses.
Supercomput. Front. Innov., 2014

The SIOX Architecture - Coupling Automatic Monitoring and Optimization of Parallel I/O.
Proceedings of the Supercomputing - 29th International Conference, 2014

Feign: in-silico laboratory for researching I/O strategies: using the flexible event imitation engine (feign) to alter application I/O.
Proceedings of the 9th Parallel Data Storage Workshop, 2014

2013
Simulation of Parallel Programs on Application and System Level.
PhD thesis, 2013

Towards I/O analysis of HPC systems and a generic architecture to collect access patterns.
Comput. Sci. Res. Dev., 2013

Simulating parallel programs on application and system level.
Comput. Sci. Res. Dev., 2013

Editorial for the ISC'12 research paper sessions proceedings.
Comput. Sci. Res. Dev., 2013

Reducing the HPC-datastorage footprint with MAFISC - Multidimensional Adaptive Filtering Improved Scientific data Compression.
Comput. Sci. Res. Dev., 2013

Towards Self-optimization in HPC I/O.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Using Simulation to Validate Performance of MPI(-IO) Implementations.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

Evaluating Lossy Compression on Climate Data.
Proceedings of the Supercomputing - 28th International Supercomputing Conference, 2013

A Comparison of Trace Compression Methods for Massively Parallel Applications in Context of the SIOX Project.
Proceedings of the Tools for High Performance Computing 2013, 2013

2012
Tool Environments to Measure Power Consumption and Computational Performance.
Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

Towards an energy-aware scientific I/O interface - Stretching the ADIOS interface to foster performance analysis and energy awareness.
Comput. Sci. Res. Dev., 2012

A study on data deduplication in HPC storage systems.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

IOPm - Modeling the I/O Path with a Functional Representation of Parallel File System and Hardware Architecture.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Simulation-Aided Performance Evaluation of Server-Side Input/Output Optimizations.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Tracing and Visualization of Energy-Related Metrics.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
ISC'11 research paper sessions proceedings.
Comput. Sci. Res. Dev., 2011

Visualization of MPI(-IO) Datatypes.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

Optimizations for Two-Phase Collective I/O.
Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

2010
I/O performance evaluation with Parabench - programmable I/O benchmark.
Proceedings of the International Conference on Computational Science, 2010

Simulation of power consumption of energy efficient cluster hardware.
Comput. Sci. Res. Dev., 2010

Collecting energy consumption of scientific data - Energy demands for files during their life cycle.
Comput. Sci. Res. Dev., 2010

2009
Dynamic file system semantics to enable metadata optimizations in PVFS.
Concurr. Comput. Pract. Exp., 2009

Using Non-blocking I/O Operations in High Performance Computing to Reduce Execution Times.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2009

Tracing Internal Communication in MPI and MPI-I/O.
Proceedings of the 2009 International Conference on Parallel and Distributed Computing, 2009

Tracing Performance of MPI-I/O with PVFS2: A Case Study of Optimization.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

Small-file access in parallel file systems.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

USB flash drives as an energy efficient storage alternative.
Proceedings of the 2009 10th IEEE/ACM International Conference on Grid Computing, 2009

2008
Bottleneck Detection in Parallel File Systems with Trace-Based Performance Monitoring.
Proceedings of the Euro-Par 2008, 2008

Directory-Based Metadata Optimizations for Small Files in PVFS.
Proceedings of the Euro-Par 2008, 2008

2007
Analysis of the MPI-IO Optimization Levels with the PIOViz Jumpshot Enhancement.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 14th European PVM/MPI User's Group Meeting, Paris, France, September 30, 2007

Performance Evaluation of the PVFS2 Architecture.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

2006
Tracing the MPI-IO Calls' Disk Accesses.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2006


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