Youngjae Kim

Affiliations:
  • Sogang University, Seoul, South Korea
  • Ajou University, South Korea (2015 - 2016)
  • Oak Ridge National Laboratory, National Center for Computational Sciences, USA (2009 - 2015)
  • Pennsylvania State University, Department of Compute Science, University Park, PA, USA (PhD 2009)


According to our database1, Youngjae Kim authored at least 99 papers between 2006 and 2022.

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Bibliography

2022
A Content-Based Ransomware Detection and Backup Solid-State Drive for Ransomware Defense.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Probabilistic Machine Learning Approach to Scheduling Parallel Loops with Bayesian Optimization.
CoRR, 2022

DENOVA: Deduplication Extended NOVA File System.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Compaction-aware zone allocation for LSM based key-value store on ZNS SSDs.
Proceedings of the HotStorage '22: 14th ACM Workshop on Hot Topics in Storage and File Systems, Virtual Event, June 27, 2022

2021
A Probabilistic Machine Learning Approach to Scheduling Parallel Loops With Bayesian Optimization.
IEEE Trans. Parallel Distributed Syst., 2021

A Policy-based Versioning SSD with Intel SGX.
CoRR, 2021

Parallelizing Shared File I/O Operations of NVM File System for Manycore Servers.
IEEE Access, 2021

MOSIQS: Persistent Memory Object Storage With Metadata Indexing and Querying for Scientific Computing.
IEEE Access, 2021

Enabling manycore scalability in F2FS metadata for <i>unlink()</i> operation.
Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

Concurrent file metadata structure using readers-writer lock.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

GPUKV: an integrated framework with KVSSD and GPU through P2P communication support.
Proceedings of the SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, 2021

An Analysis of System Balance and Architectural Trends Based on Top500 Supercomputers.
Proceedings of the HPC Asia 2021: The International Conference on High Performance Computing in Asia-Pacific Region, 2021

Isolating namespace and performance in key-value SSDs for multi-tenant environments.
Proceedings of the HotStorage '21: 13th ACM Workshop on Hot Topics in Storage and File Systems, 2021

Towards Scalable Manycore-Aware Persistent B+- Trees for Efficient Indexing in Cloud Environments.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

Is Data Migration Evil in the NVM File System?
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020
An Integrated Indexing and Search Service for Distributed File Systems.
IEEE Trans. Parallel Distributed Syst., 2020

Crocus: Enabling Computing Resource Orchestration for Inline Cluster-Wide Deduplication on Scalable Storage Systems.
IEEE Trans. Parallel Distributed Syst., 2020

Optimizing Placement of Heap Memory Objects in Energy-Constrained Hybrid Memory Systems.
CoRR, 2020

SGX-SSD: A Policy-based Versioning SSD with Intel SGX.
CoRR, 2020

GARET: improving throughput using gas consumption-aware relocation in Ethereum sharding environments.
Clust. Comput., 2020

Low-overhead dynamic sharing of graphics memory space in GPU virtualization environments.
Clust. Comput., 2020

Optimizing Heap Memory Object Placement in the Hybrid Memory System With Energy Constraints.
IEEE Access, 2020

A Content Fingerprint-Based Cluster-Wide Inline Deduplication for Shared-Nothing Storage Systems.
IEEE Access, 2020

PhantomFS-v2: Dare You to Avoid This Trap.
IEEE Access, 2020

Persistent Memory Object Storage and Indexing for Scientific Computing.
Proceedings of the IEEE/ACM Workshop on Memory Centric High Performance Computing, 2020

ScaleML: Machine Learning based Heap Memory Object Scaling Prediction.
Proceedings of the 9th Non-Volatile Memory Systems and Applications Symposium, 2020

A NUMA-aware NVM File System Design for Manycore Server Applications.
Proceedings of the 28th International Symposium on Modeling, 2020

Position: GPUKV: Towards a GPU-Driven Computing on Key-Value SSD.
Proceedings of the 12th USENIX Workshop on Hot Topics in Storage and File Systems, 2020

Position: SGX-SSD: A Policy-based Versioning SSD with Intel SGX.
Proceedings of the 12th USENIX Workshop on Hot Topics in Storage and File Systems, 2020

DISKSHIELD: A Data Tamper-Resistant Storage for Intel SGX.
Proceedings of the ASIA CCS '20: The 15th ACM Asia Conference on Computer and Communications Security, 2020

2019
An Analysis Workflow-Aware Storage System for Multi-Core Active Flash Arrays.
IEEE Trans. Parallel Distributed Syst., 2019

SciSpace: A scientific collaboration workspace for geo-distributed HPC data centers.
Future Gener. Comput. Syst., 2019

KEY-SSD: Access-Control Drive to Protect Files from Ransomware Attacks.
CoRR, 2019

RFTL: improving performance of selective caching-based page-level FTL through replication.
Clust. Comput., 2019

A programmable shared-memory system for an array of processing-in-memory devices.
Clust. Comput., 2019

Understanding the performance of storage class memory file systems in the NUMA architecture.
Clust. Comput., 2019

iStore: Towards the Optimization of Federation File Systems.
IEEE Access, 2019

FTLADS: Object-Logging Based Fault-Tolerant Big Data Transfer System Using Layout Aware Data Scheduling.
IEEE Access, 2019

Write optimization of log-structured flash file system for parallel I/O on manycore servers.
Proceedings of the 12th ACM International Conference on Systems and Storage, 2019

Gas Consumption-Aware Dynamic Load Balancing in Ethereum Sharding Environments.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

iLSM-SSD: An Intelligent LSM-Tree Based Key-Value SSD for Data Analytics.
Proceedings of the 27th IEEE International Symposium on Modeling, 2019

Towards Robust Data-Driven Parallel Loop Scheduling Using Bayesian Optimization.
Proceedings of the 27th IEEE International Symposium on Modeling, 2019

pNOVA: Optimizing Shared File I/O Operations of NVM File System on Manycore Servers.
Proceedings of the 10th ACM SIGOPS Asia-Pacific Workshop on Systems, 2019

2018
NUMA-Aware Thread Scheduling for Big Data Transfers over Terabits Network Infrastructure.
Sci. Program., 2018

HPC Software and Programming Environments for Big Data Applications.
Sci. Program., 2018

FT-LADS: Fault-Tolerant Object-Logging based Big Data Transfer System using Layout-Aware Data Scheduling.
CoRR, 2018

SCISPACE: A Scientific Collaboration Workspace for File Systems in Geo-Distributed HPC Data Centers.
CoRR, 2018

Amoeba: An Autonomous Backup and Recovery SSD for Ransomware Attack Defense.
IEEE Comput. Archit. Lett., 2018

DymGPU: Dynamic Memory Management for Sharing GPUs in Virtualized Clouds.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

A Robust Fault-Tolerant and Scalable Cluster-Wide Deduplication for Shared-Nothing Storage Systems.
Proceedings of the 26th IEEE International Symposium on Modeling, 2018

EDGESTORE: A Single Namespace and Resource-Aware Federation File System for Edge Servers.
Proceedings of the 2018 IEEE International Conference on Edge Computing, 2018

2017
Optimizing End-to-End Big Data Transfers over Terabits Network Infrastructure.
IEEE Trans. Parallel Distributed Syst., 2017

LAWC: Optimizing Write Cache Using Layout-Aware I/O Scheduling for All Flash Storage.
IEEE Trans. Computers, 2017

A quantitative model of application slow-down in multi-resource shared systems.
Perform. Evaluation, 2017

VNF-EQ: dynamic placement of virtual network functions for energy efficiency and QoS guarantee in NFV.
Clust. Comput., 2017

FeSSD: A Fast Encrypted SSD Employing On-Chip Access-Control Memory.
IEEE Comput. Archit. Lett., 2017

Tagit: an integrated indexing and search service for file systems.
Proceedings of the International Conference for High Performance Computing, 2017

Understanding object-level memory access patterns across the spectrum.
Proceedings of the International Conference for High Performance Computing, 2017

ZonFS: A Storage Class Memory File System with Memory Zone Partitioning on Linux.
Proceedings of the 2nd IEEE International Workshops on Foundations and Applications of Self* Systems, 2017

Vulnerability Analysis of On-Chip Access-Control Memory.
Proceedings of the 9th USENIX Workshop on Hot Topics in Storage and File Systems, 2017

AnalyzeThat: A Programmable Shared-Memory System for an Array of Processing-In-Memory Devices.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
Android RMI: a user-level remote method invocation mechanism between Android devices.
J. Supercomput., 2016

Minimizing CMT Miss Penalty in Selective Page-Level Address Mapping Table.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Time Optimization Modeling for Big Data Placement and Analysis for Geo-Distributed Data Centers.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

Design and Analysis of Fault Tolerance Mechanisms for Big Data Transfers.
Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015
Understanding I/O workload characteristics of a Peta-scale storage system.
J. Supercomput., 2015

An empirical study of redundant array of independent solid-state drives (RAIS).
Clust. Comput., 2015

Synchronous I/O Scheduling of Independent Write Caches for an Array of SSDs.
IEEE Comput. Archit. Lett., 2015

AnalyzeThis: an analysis workflow-aware storage system.
Proceedings of the International Conference for High Performance Computing, 2015

LADS: Optimizing Data Transfers Using Layout-Aware Data Scheduling.
Proceedings of the 13th USENIX Conference on File and Storage Technologies, 2015

2014
HybridPlan: a capacity planning technique for projecting storage requirements in hybrid storage systems.
J. Supercomput., 2014

Coordinating Garbage Collectionfor Arrays of Solid-State Drives.
IEEE Trans. Computers, 2014

Best Practices and Lessons Learned from Deploying and Operating Large-Scale Data-Centric Parallel File Systems.
Proceedings of the International Conference for High Performance Computing, 2014

Feedback Computing in Leadership Compute Systems.
Proceedings of the 9th International Workshop on Feedback Computing, 2014

2013
Preemptible I/O Scheduling of Garbage Collection for Solid State Drives.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2013

A Temporal Locality-Aware Page-Mapped Flash Translation Layer.
J. Comput. Sci. Technol., 2013

End-to-end data movement using MPI-IO over routed terabits infrastructures.
Proceedings of the Third International Workshop on Network-Aware Data Management, 2013

Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines.
Proceedings of the 11th USENIX conference on File and Storage Technologies, 2013

Layout-aware I/O Scheduling for terabits data movement.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Dynamic Thermal Management for High-Performance Storage Systems.
Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

Workload Characterization and Performance Implications of Large-Scale Blog Servers.
ACM Trans. Web, 2012

D-factor: a quantitative model of application slow-down in multi-resource shared systems.
Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD.
Proceedings of the 2012 Workshop on Power-Aware Computing Systems, HotPower'12, 2012

Active Flash: Out-of-core data analytics on flash storage.
Proceedings of the IEEE 28th Symposium on Mass Storage Systems and Technologies, 2012

NVMalloc: Exposing an Aggregate SSD Store as a Memory Partition in Extreme-Scale Machines.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011
A comprehensive study of energy efficiency and performance of flash-based SSD.
J. Syst. Archit., 2011

Harmonia: A globally coordinated garbage collector for arrays of Solid-State Drives.
Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

HybridStore: A Cost-Efficient, High-Performance Storage System Combining SSDs and HDDs.
Proceedings of the MASCOTS 2011, 2011

A semi-preemptive garbage collector for solid state drives.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2011

Enhancing I/O throughput via efficient routing and placement for large-scale parallel file systems.
Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

Provisioning a Multi-tiered Data Staging Area for Extreme-Scale Machines.
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Migration, Assignment, and Scheduling of Jobs in Virtualized Environment.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

2010
Measurement, Modeling, and Analysis of a Large-scale Blog Sever Workload.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Functional Partitioning to Optimize End-to-End Performance on Many-core Architectures.
Proceedings of the Conference on High Performance Computing Networking, 2010

2009
DFTL: a flash translation layer employing demand-based selective caching of page-level address mappings.
Proceedings of the 14th International Conference on Architectural Support for Programming Languages and Operating Systems, 2009

2008
A CFD-Based Tool for Studying Temperature in Rack-Mounted Servers.
IEEE Trans. Computers, 2008

2007
Modeling and Managing Thermal Profiles of Rack-mounted Servers with ThermoStat.
Proceedings of the 13st International Conference on High-Performance Computer Architecture (HPCA-13 2007), 2007

2006
Using STEAM for Thermal Simulation of Storage Systems.
IEEE Micro, 2006

Understanding the performance-temperature interactions in disk I/O of server workloads.
Proceedings of the 12th International Symposium on High-Performance Computer Architecture, 2006


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