Ping Huang

Orcid: 0000-0002-4931-4663

Affiliations:
  • Temple University, Philadelphia, PA, USA
  • Huazhong University of Science and Technology, Wuhan, China


According to our database1, Ping Huang authored at least 70 papers between 2011 and 2023.

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Timeline

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Bibliography

2023
SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update.
Future Gener. Comput. Syst., November, 2023

GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2021
Boosting the Restoring Performance of Deduplication Data by Classifying Backup Metadata.
Trans. Data Sci., 2021

QoS Promotion in Energy-Efficient Datacenters Through Peak Load Scheduling.
IEEE Trans. Cloud Comput., 2021

2020
Efficient SSD Cache for Cloud Block Storage via Leveraging Block Reuse Distances.
IEEE Trans. Parallel Distributed Syst., 2020

Minority Disk Failure Prediction Based on Transfer Learning in Large Data Centers of Heterogeneous Disk Systems.
IEEE Trans. Parallel Distributed Syst., 2020

Cache What You Need to Cache: Reducing Write Traffic in Cloud Cache via "One-Time-Access-Exclusion" Policy.
ACM Trans. Storage, 2020

Achieving high data reliability at low scrubbing cost via failure-aware scrubbing.
J. Parallel Distributed Comput., 2020

Extending the lifetime of NAND flash-based SSD through compacted write.
Int. J. Embed. Syst., 2020

LUDA: Boost LSM Key Value Store Compactions with GPUs.
CoRR, 2020

Cost-efficiency disk failure prediction via threshold-moving.
Concurr. Comput. Pract. Exp., 2020

HDDse: Enabling High-Dimensional Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020

OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020

StragglerHelper: Alleviating Straggling in Computing Clusters via Sharing Memory Access Patterns.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Tier-Scrubbing: An Adaptive and Tiered Disk Scrubbing Scheme with Improved MTTD and Reduced Cost.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

S-CDA: A Smart Cloud Disk Allocation Approach in Cloud Block Storage System.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
Improving Cache Performance for Large-Scale Photo Stores via Heuristic Prefetching Scheme.
IEEE Trans. Parallel Distributed Syst., 2019

SEALDB: An Efficient LSM-tree Based KV Store on SMR Drives with Sets and Dynamic Bands.
IEEE Trans. Parallel Distributed Syst., 2019

SCORE: A Novel Scheme to Efficiently Cache Overlong ECCs in NAND Flash Memory.
ACM Trans. Archit. Code Optim., 2019

Transfer Learning based Failure Prediction for Minority Disks in Large Data Centers of Heterogeneous Disk Systems.
Proceedings of the 48th International Conference on Parallel Processing, 2019

An Active Method to Mitigate the Long Latencies for Host-Aware Shingle Magnetic Recording Drives.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Lifelong Disk Failure Prediction via GAN-Based Anomaly Detection.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear Compaction.
Proceedings of the 17th USENIX Conference on File and Storage Technologies, 2019

CARS: A Multi-layer Conflict-Aware Request Scheduler for NVMe SSDs.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Scrub Unleveling: Achieving High Data Reliability at Low Scrubbing Cost.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
Alleviating Memory Refresh Overhead via Data Compression for High Performance and Energy Efficiency.
IEEE Trans. Parallel Distributed Syst., 2018

Early Identification of Critical Blocks: Making Replicated Distributed Storage Systems Reliable Against Node Failures.
IEEE Trans. Parallel Distributed Syst., 2018

Characterizing 3D Floating Gate NAND Flash: Observations, Analyses, and Implications.
ACM Trans. Storage, 2018

A Set-Aware Key-Value Store on Shingled Magnetic Recording Drives with Dynamic Band.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Demystifying Cache Policies for Photo Stores at Scale: A Tencent Case Study.
Proceedings of the 32nd International Conference on Supercomputing, 2018

Efficient SSD Caching by Avoiding Unnecessary Writes using Machine Learning.
Proceedings of the 47th International Conference on Parallel Processing, 2018

LEA: A Lazy Eviction Algorithm for SSD Cache in Cloud Block Storage.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

2017
Understanding and Alleviating the Impact of the Flash Address Translation on Solid State Devices.
ACM Trans. Storage, 2017

Building Efficient Key-Value Stores via a Lightweight Compaction Tree.
ACM Trans. Storage, 2017

A Program Interference Error Aware LDPC Scheme for Improving NAND Flash Decoding Performance.
ACM Trans. Embed. Comput. Syst., 2017

Resemblance and mergence based indexing for high performance data deduplication.
J. Syst. Softw., 2017

IOTune: A G-states Driver for Elastic Performance of Block Storage.
CoRR, 2017

Characterizing 3D Floating Gate NAND Flash.
Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05, 2017

Toward Managing HPC Burst Buffers Effectively: Draining Strategy to Regulate Bursty I/O Behavior.
Proceedings of the 25th IEEE International Symposium on Modeling, 2017

SELF: A High Performance and Bandwidth Efficient Approach to Exploiting Die-Stacked DRAM as Part of Memory.
Proceedings of the 25th IEEE International Symposium on Modeling, 2017

A Shingle-Aware Persistent Cache Management Scheme for DM-SMR Disks.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

2016
DREAM-(L)G: A Distributed Grouping-Based Algorithm for Resource Assignment for Bandwidth-Intensive Applications in the Cloud.
IEEE Trans. Parallel Distributed Syst., 2016

Achieving High Reliability via Expediting the Repair of Critical Blocks in Replicated Storage Systems.
Proceedings of the 35th IEEE Symposium on Reliable Distributed Systems, 2016

CAR: A Compression-Aware Refresh Approach to Improve Memory Performance and Energy Efficiency.
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

REAL: A retention error aware LDPC decoding scheme to improve NAND flash read performance.
Proceedings of the 32nd Symposium on Mass Storage Systems and Technologies, 2016

Improve Restore Speed in Deduplication Systems Using Segregated Cache.
Proceedings of the 24th IEEE International Symposium on Modeling, 2016

LAMS: A latency-aware memory scheduling policy for modern DRAM systems.
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Successor: Proactive cache warm-up of destination hosts in virtual machine migration contexts.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

RMD: A Resemblance and Mergence Based Approach for High Performance Deduplication.
Proceedings of the 45th International Conference on Parallel Processing, 2016

CoARC: Co-operative, Aggressive Recovery and Caching for Failures in Erasure Coded Hadoop.
Proceedings of the 45th International Conference on Parallel Processing, 2016

ROP: Alleviating Refresh Overheads via Reviving the Memory System in Frozen Cycles.
Proceedings of the 45th International Conference on Parallel Processing, 2016

Power-Capping Aware Checkpointing: On the Interplay Among Power-Capping, Temperature, Reliability, Performance, and Energy.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

2015
FINGER: A novel erasure coding scheme using fine granularity blocks to improve Hadoop write and update performance.
Proceedings of the 10th IEEE International Conference on Networking, 2015

Alleviating DRAM Refresh Overhead Via Inter-rank Piggyback Caching.
Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

An efficient page-level FTL to optimize address translation in flash memory.
Proceedings of the Tenth European Conference on Computer Systems, 2015

Full Integrity and Freshness for Outsourced Storage.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
PASS: a simple, efficient parallelism-aware solid state drive I/O scheduler.
J. Zhejiang Univ. Sci. C, 2014

Reducing SSD access latency via NAND flash program and erase suspension.
J. Syst. Archit., 2014

FlexECC: Partially Relaxing ECC of MLC SSD for Better Cache Performance.
Proceedings of the 2014 USENIX Annual Technical Conference, 2014

Exploiting Decoding Computational Locality to Improve the I/O Performance of an XOR-Coded Storage Cluster under Concurrent Failures.
Proceedings of the 33rd IEEE International Symposium on Reliable Distributed Systems, 2014

A hybrid erasure-coded ECC scheme to improve performance and reliability of solid state drives.
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Meeting service level agreement cost-effectively for video-on-demand applications in the cloud.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

An aggressive worn-out flash block management scheme to alleviate SSD performance degradation.
Proceedings of the Ninth Eurosys Conference 2014, 2014

2013
Improve Effective Capacity and Lifetime of Solid State Drives.
Proceedings of the IEEE Eighth International Conference on Networking, 2013

A novel I/O scheduler for SSD with improved performance and lifetime.
Proceedings of the IEEE 29th Symposium on Mass Storage Systems and Technologies, 2013

2012
BVSSD: build built-in versioning flash-based solid state drives.
Proceedings of the 5th Annual International Systems and Storage Conference, 2012

An Empirical Study on the Interplay between Filesystems and SSD.
Proceedings of the Seventh IEEE International Conference on Networking, 2012

Regional Scheduler: A Region-based High Efficient Solid State Drive Scheduler.
Proceedings of the 15th IEEE International Conference on Computational Science and Engineering, 2012

2011
ShiftFlash: Make flash-based storage more resilient and robust.
Perform. Evaluation, 2011


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