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Research Output 1980 2019

2019

HAML-SSD: A hardware accelerated hotness-aware machine learning based SSD management

Li, B., Deng, C., Yang, J., Lilja, D., Yuan, B. & Du, D., Nov 2019, 2019 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2019 - Digest of Technical Papers. Institute of Electrical and Electronics Engineers Inc., 8942140. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Hardware
Learning algorithms
Flash memory
Mobile computing

NetStorage: A synchronized trace-driven replayer for network-storage system evaluation

Li, B., Wen, H., Toussi, F., Anderson, C., King-Smith, B. A., Lilja, D. J. & Du, D. H., Apr 2019, In : Performance Evaluation. 130, p. 86-100 15 p.

Research output: Contribution to journalArticle

Storage System
Synchronization
Trace
Evaluation
Managers
1 Citation (Scopus)

On Improving the Write Responsiveness for Host-Aware SMR Drives

Yang, M. C., Chang, Y. H., Wu, F., Kuo, T. W. & Du, D. H., Jan 1 2019, In : IEEE Transactions on Computers. 68, 1, p. 111-124 14 p., 8387485.

Research output: Contribution to journalArticle

Magnetic recording
Latency
Cache
Workload
Resource Management

On the accuracy and scalability of intensive I/O workload replay

Haghdoost, A., He, W., Fredin, J. & Du, D. H. C., Jan 1 2019, Proceedings of the 15th USENIX Conference on File and Storage Technologies, FAST 2017. USENIX Association, p. 315-327 13 p. (Proceedings of the 15th USENIX Conference on File and Storage Technologies, FAST 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
HPSS
Uncertainty

Sliding look-back window assisted data chunk rewriting for improving deduplication restore performance

Cao, Z., Liu, S., Wu, F., Wang, G., Li, B. & Du, D. H. C., Jan 1 2019, Proceedings of the 17th USENIX Conference on File and Storage Technologies, FAST 2019. USENIX Association, p. 129-142 14 p. (Proceedings of the 17th USENIX Conference on File and Storage Technologies, FAST 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Containers
Amplification

SMART: An approach to shingled magnetic recording translation

He, W. & Du, D. H. C., Jan 1 2019, Proceedings of the 15th USENIX Conference on File and Storage Technologies, FAST 2017. USENIX Association, p. 121-133 13 p. (Proceedings of the 15th USENIX Conference on File and Storage Technologies, FAST 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic recording
Information management
Hard disk storage
Metadata
Masks
1 Citation (Scopus)

Software defined deduplicated replica management in scale-out storage systems

Murugan, M., Kant, K., Raghavan, A. & Du, D. H. C., Aug 2019, In : Future Generation Computer Systems. 97, p. 340-354 15 p.

Research output: Contribution to journalArticle

Containers
Energy management
Availability
Engines
Cooling
1 Citation (Scopus)

TDDFS: A tier-aware data deduplication-based file system

Cao, Z., Wen, H., Ge, X., Ma, J., Diehl, J. & Du, D. H. C., Feb 2019, In : ACM Transactions on Storage. 15, 1, 4.

Research output: Contribution to journalArticle

Cost effectiveness
Costs

ZoneTier: A zone-based storage tiering and caching co-design to integrate SSDs with SMR drives

Xie, X., Xiao, L. & Du, D. H. C., Aug 2019, In : ACM Transactions on Storage. 15, 3, A19.

Research output: Contribution to journalArticle

Magnetic recording
Cleaning
HPSS
Relocation
Hybrid systems
2018

ALACC: Accelerating restore performance of data deduplication systems using adaptive look-ahead window assisted chunk caching

Cao, Z., Wen, H., Wu, F. & Du, D. H. C., Jan 1 2018, Proceedings of the 16th USENIX Conference on File and Storage Technologies, FAST 2018. USENIX Association, p. 309-323 15 p. (Proceedings of the 16th USENIX Conference on File and Storage Technologies, FAST 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adaptive systems
Containers
Data storage equipment
Amplification
Throughput

CDBB: An nvrambased burst buffer coordination system for parallel file systems

Fan, Z., Wu, F., Diehl, J., Du, D. H. C. & Voigt, D., Jan 1 2018, In : Simulation Series. 50, 4, p. 1-12 12 p.

Research output: Contribution to journalConference article

Chew analyzer: Workload-aware data management across differentiated storage pools

Ge, X., Xie, X., Du, D. H. C., Ganesan, P. & Hahn, D., Nov 7 2018, Proceedings - 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2018. Institute of Electrical and Electronics Engineers Inc., p. 94-101 8 p. 8526875. (Proceedings - 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data Management
Information management
Workload
Managers
Classifiers

Guaranteed Bang for the Buck: Modeling VDI Applications to Identify Storage Requirements

Wen, H., Du, D. H., Shetti, M., Voigt, D. & Li, S., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Cloud Computing.

Research output: Contribution to journalArticle

Virtual machine
Costs
Industry
1 Citation (Scopus)

Hot Data Identification with Multiple Bloom Filters: Block-Level Decision vs I/O Request-Level Decision

Park, D., He, W. & Du, D. H. C., Jan 1 2018, In : Journal of Computer Science and Technology. 33, 1, p. 79-97 19 p.

Research output: Contribution to journalArticle

Bloom Filter
Magnetic recording
Hard disk storage
Random Access
Flash

Improving data integrity in linux software RAID with protection information (T10-PI)

Zhang, B., Raja Chandrasekar, R., Haghdoost, A., Evans, L. & Du, D., Jul 13 2018, Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 609-615 7 p. (Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Specifications
Linux

JoiNS: Meeting latency slo with integrated control for networked storage

Wen, H., Cao, Z., Zhang, Y., Cao, X., Fan, Z., Voigt, D. & Du, D. H., Nov 7 2018, Proceedings - 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2018. Institute of Electrical and Electronics Engineers Inc., p. 194-200 7 p. 8526885. (Proceedings - 26th IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Integrated control
Latency
Service Levels
Visibility
Servers

Key-value pairs allocation strategy for kinetic drives

Eldakiky, H. & Du, D. H., Jul 5 2018, Proceedings - IEEE 4th International Conference on Big Data Computing Service and Applications, BigDataService 2018. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. (Proceedings - IEEE 4th International Conference on Big Data Computing Service and Applications, BigDataService 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kinetics
Values
Servers
performance
Bandwidth
3 Citations (Scopus)

Kinetic action: Performance analysis of integrated key-value storage devices vs. LevelDB servers

Minglani, M., Diehl, J., Cao, X., Li, B., Park, D., Lilja, D. J. & Du, D. H. C., May 29 2018, Proceedings - 2017 IEEE 23rd International Conference on Parallel and Distributed Systems, ICPADS 2017. IEEE Computer Society, p. 501-510 10 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2017-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Servers
Kinetics
Throughput
Benchmarking
Ethernet
2 Citations (Scopus)

SAINT+: Self-Adaptive Interactive Navigation Tool+ for Emergency Service Delivery Optimization

Shen, Y., Lee, J., Jeong, H., Jeong, J., Lee, E. & Du, D. H. C., Apr 2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 4, p. 1038-1053 16 p.

Research output: Contribution to journalArticle

Emergency services
Navigation
Emergency vehicles
Accidents
Flow control
1 Citation (Scopus)

STMAC: Spatio-Temporal Coordination-Based MAC Protocol for Driving Safety in Urban Vehicular Networks

Jeong, J., Shen, Y., Jeong, S., Lee, S., Jeong, H., Oh, T., Park, T., Ilyas, M. U., Son, S. H. & Du, D. H. C., May 2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 5, p. 1520-1536 17 p.

Research output: Contribution to journalArticle

Medium access control
Traffic congestion
Communication
Packet loss
Power control

高密度磁记录技术研究综述

Translated title of the contribution: Survey on High Density Magnetic Recording TechnologyWang, G., Du, H. C., Wu, F. & Liu, S., Sep 1 2018, In : Jisuanji Yanjiu yu Fazhan/Computer Research and Development. 55, 9, p. 2016-2028 13 p.

Research output: Contribution to journalReview article

Magnetic recording
Amplification
Hard disk storage
Information management
2017
8 Citations (Scopus)

A Lookahead Read Cache: Improving Read Performance for Deduplication Backup Storage

Park, D., Fan, Z., Nam, Y. J. & Du, D. H. C., Jan 1 2017, In : Journal of Computer Science and Technology. 32, 1, p. 26-40 15 p.

Research output: Contribution to journalArticle

Look-ahead
Data compression
Cache
Recovery
Experiments
1 Citation (Scopus)

Data allocation of large-scale key-value store system using kinetic drives

Cao, X., Minglani, M. & Du, D. H. C., Jun 8 2017, Proceedings - 3rd IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2017. Institute of Electrical and Electronics Engineers Inc., p. 60-69 10 p. 7944921. (Proceedings - 3rd IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kinetics
Ethernet
Servers

hfplayer: Scalable Replay for Intensive Block I/O Workloads

Haghdoost, A., He, W., Fredin, J. & Du, D. H., Dec 2017, In : ACM Transactions on Storage. 13, 4, Y.

Research output: Contribution to journalArticle

Servers
Benchmarking
Tuning
Uncertainty
13 Citations (Scopus)

Performance Evaluation of Host Aware Shingled Magnetic Recording (HA-SMR) Drives

Wu, F., Fan, Z., Yang, M. C., Zhang, B., Ge, X. & Du, D. H. C., Nov 1 2017, In : IEEE Transactions on Computers. 66, 11, p. 1932-1945 14 p., 7942044.

Research output: Contribution to journalArticle

Magnetic recording
Performance Evaluation
Storage System
Application programming interfaces (API)
Buffer
2 Citations (Scopus)

TraceRAR: An I/O Performance Evaluation Tool for Replaying, Analyzing, and Regenerating Traces

Li, B., Toussi, F., Anderson, C., Lilja, D. J. & Du, D. H. C., Sep 6 2017, 2017 IEEE International Conference on Networking, Architecture, and Storage, NAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8026880. (2017 IEEE International Conference on Networking, Architecture, and Storage, NAS 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trace analysis
Ecosystems
Costs
Linux
10 Citations (Scopus)

Virtual persistent cache: Remedy the long latency behavior of host-aware shingled magnetic recording drives

Yang, M. C., Chang, Y. H., Wu, F., Kuo, T. W. & Du, D. H. C., Dec 13 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017. Institute of Electrical and Electronics Engineers Inc., p. 17-24 8 p. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD; vol. 2017-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic recording
Costs
Experiments
2016
1 Citation (Scopus)

Accelerating data shuffling in MapReduce framework with a scale-up NUMA computing architecture

Cao, X., Panchputre, K. K. & Du, D. H., Jan 1 2016, In : Simulation Series. 48, 4, p. 122-129 8 p.

Research output: Contribution to journalConference article

Topology
Memory architecture
Data transfer
Ethernet
Bandwidth
6 Citations (Scopus)

A dynamic switching flash translation layer based on page-level mapping

Park, D., Debnath, B. & Du, D. H. C., Jun 2016, In : IEICE Transactions on Information and Systems. E99D, 6, p. 1502-1511 10 p.

Research output: Contribution to journalArticle

Firmware
Flash memory
Switches
2 Citations (Scopus)

Guaranteed Bang for the Buck: Modeling VDI Applications with Guaranteed Quality of Service

Wen, H., Du, D. H. C., Shetti, M., Voigt, D. & Li, S., Sep 21 2016, Proceedings - 45th International Conference on Parallel Processing, ICPP 2016. Institute of Electrical and Electronics Engineers Inc., p. 426-431 6 p. 7573844. (Proceedings of the International Conference on Parallel Processing; vol. 2016-September).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Virtual Machine
Quality of Service
Quality of service
Infrastructure
Modeling

OWBP: Flash-aware offline write buffer policy

Haghdoost, A. & Du, D. H. C., Jul 18 2016, Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 1752-1758 7 p. 7530079. (Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Flash memory
Amplification
Data storage equipment
Firmware
Durability
3 Citations (Scopus)

Par-BF: A parallel partitioned Bloom filter for dynamic data sets

Liu, Y., Ge, X., Du, D. H. C. & Huang, X., Aug 1 2016, In : International Journal of High Performance Computing Applications. 30, 3, p. 259-275 17 p.

Research output: Contribution to journalArticle

Bloom Filter
False Positive
High Performance
Data storage equipment
Garbage Collection
49 Citations (Scopus)

PTMAC: A prediction-based TDMA MAC protocol for reducing packet collisions in VANET

Jiang, X. & Du, D. H. C., Nov 2016, In : IEEE Transactions on Vehicular Technology. 65, 11, p. 9209-9223 15 p., 7386702.

Research output: Contribution to journalArticle

Vehicular ad hoc networks
Vehicular Ad Hoc Networks
Medium Access Control
Time division multiple access
Medium access control
21 Citations (Scopus)

SAINT: Self-adaptive interactive navigation tool for cloud-based vehicular traffic optimization

Jeong, J., Jeong, H., Lee, E., Oh, T. & Du, D. H. C., Jun 2016, In : IEEE Transactions on Vehicular Technology. 65, 6, p. 4053-4067 15 p., 7243355.

Research output: Contribution to journalArticle

Navigation
Traffic
Optimization
Road Network
Path
1 Citation (Scopus)

SSD as a cloud cache? Carefully design about it

Liu, Y., Ge, X., Du, D. H. C. & Huang, X., Apr 1 2016, In : Journal of Computers (Taiwan). 27, 1, p. 26-37 12 p.

Research output: Contribution to journalArticle

Virtualization
5 Citations (Scopus)

Two-way traffic link delay modeling in vehicular networks

Lee, J., Jeong, J. P. & Du, D. H. C., Dec 9 2016, In : Computer Networks. 110, p. 253-265 13 p.

Research output: Contribution to journalArticle

Dedicated short range communications
1 Citation (Scopus)

VNRE: Flexible and Efficient Acceleration for Network Redundancy Elimination

Ge, X., Liu, Y., Lu, C., Diehl, J., Du, D. H., Zhang, L. & Chen, J., Jul 18 2016, Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016. Institute of Electrical and Electronics Engineers Inc., p. 83-92 10 p. 7516004. (Proceedings - 2016 IEEE 30th International Parallel and Distributed Processing Symposium, IPDPS 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Redundancy
Field programmable gate arrays (FPGA)
Throughput
Processing
Network performance
2015
38 Citations (Scopus)

BUS-VANET: A BUS vehicular network integrated with traffic infrastructure

Jiang, X. & Du, D. H., Jun 1 2015, In : IEEE Intelligent Transportation Systems Magazine. 7, 2, p. 47-57 11 p., 7091144.

Research output: Contribution to journalArticle

Vehicular ad hoc networks
Traffic control
Telecommunication traffic
Communication
Network architecture
2 Citations (Scopus)

Cloud object storage based Continuous Data Protection(cCDP)

Mandagere, N., Routray, R., Song, Y. & Du, D., Sep 10 2015, Proceedings of the 2015 IEEE International Conference on Networking, Architecture and Storage, NAS 2015. Institute of Electrical and Electronics Engineers Inc., p. 244-254 11 p. 7255233. (Proceedings of the 2015 IEEE International Conference on Networking, Architecture and Storage, NAS 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data privacy
Throughput
Travel time
Costs
Tuning
3 Citations (Scopus)

FlexStore: A software defined, energy adaptive distributed storage framework

Murugan, M., Kant, K., Raghavan, A. & Du, D. H. C., Feb 5 2015, In : Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS. 2015-February, February, p. 81-90 10 p., 7033640.

Research output: Contribution to journalConference article

Engines
Software
Energy
Replication
Latency
6 Citations (Scopus)

I/O-Cache: A Non-volatile Memory Based Buffer Cache Policy to Improve Storage Performance

Fan, Z., Haghdoost, A., Du, D. H. C. & Voigt, D., Nov 16 2015, Proceedings - IEEE 23rd International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2015. IEEE Computer Society, p. 102-111 10 p. 7330179. (Proceedings - IEEE Computer Society's Annual International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems, MASCOTS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cache
Buffer
Dynamic random access storage
Hard disk storage
Data storage equipment

Link delay modeling for two-way traffic road segment in vehicular networks

Lee, J., Jeong, J. P. & Du, D. H. C., Jan 1 2015, Internet of Vehicles – Safe and Intelligent Mobility - 2nd International Conference, IOV 2015, Proceedings. Xia, F., Hsu, C-H., Liu, X. & Wang, S. (eds.). Springer- Verlag, p. 339-350 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9502).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vehicular Networks
Traffic
Modeling
Communication
Multi-hop

Message from the general chairs and technical program chairs

De Capitani Di Vimercati, S., Du, D., Noubir, G. & Samarati, P., Dec 3 2015, In : 2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015. 7346793.

Research output: Contribution to journalEditorial

2 Citations (Scopus)

PIONEER: A solution to parallel I/O workload characterization and generation

He, W., Du, D. H. & Narasimhamurthy, S. B., Jul 7 2015, Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015. Institute of Electrical and Electronics Engineers Inc., p. 111-120 10 p. 7152477. (Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scalability
3 Citations (Scopus)

Synchronized multi-hop scheduling for real-time traffic on SDNs

Cao, X., Dong, Y. & Du, D. H. C., Oct 2 2015, 24th International Conference on Computer Communications and Networks, ICCCN 2015. Institute of Electrical and Electronics Engineers Inc., 7288472. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2015-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Telecommunication traffic
Quality of service
Routers
Scheduling
Availability
2014
4 Citations (Scopus)

Achieving asymmetric sensing coverage for duty cycled wireless sensor networks

Gu, Y., Cheng, L., Niu, J., He, T. & Du, D. H. C., Dec 1 2014, In : IEEE Transactions on Parallel and Distributed Systems. 25, 12, p. 3076-3087 12 p., 6747354.

Research output: Contribution to journalArticle

Wireless sensor networks
Scheduling
Scheduling algorithms
Sensor networks
Network protocols
1 Citation (Scopus)

Energy-aware data placement strategy for SSD-assisted streaming video servers

Ho, C. C., Chen, H. W., Chang, Y. H., Chang, Y. M., Huang, P. C., Kuo, T. W. & Du, D. H. C., Oct 16 2014, 2014 IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2014. Institute of Electrical and Electronics Engineers Inc., 6927190. (2014 IEEE Non-Volatile Memory Systems and Applications Symposium, NVMSA 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Video streaming
Servers
Scheduling
Energy utilization
Bandwidth
24 Citations (Scopus)

H-ARC: A non-volatile memory based cache policy for solid state drives

Fan, Z., Du, D. H. & Voigt, D., Jan 1 2014, 2014 30th Symposium on Mass Storage Systems and Technologies, MSST 2014. IEEE Computer Society, 6855546. (IEEE Symposium on Mass Storage Systems and Technologies).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Dynamic random access storage
Hard disk storage
Durability
Wear of materials
7 Citations (Scopus)

Mitigating the multipath effect of GNSS in the urban area by using a cooperative Wilcoxon method through VANET

Jau, P. H., Chang, F. R., Du, D. H. C. & Jiang, X., Jan 1 2014, Proceedings of the 2014 IEEE/ION Position, Location and Navigation Symposium, PLANS 2014. Institute of Electrical and Electronics Engineers Inc., p. 1088-1095 8 p. 6851478. (Record - IEEE PLANS, Position Location and Navigation Symposium).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vehicular ad hoc networks
Satellites
Communication

MOLAR: A cost-efficient, high-performance SSD-based hybrid storage cache

Liu, Y., Ge, X., Huang, X. & Du, D. H., Sep 29 2014, In : Computer Journal. 58, 9, p. 2061-2078 18 p.

Research output: Contribution to journalArticle

Costs
Data storage equipment
Flash memory
Amplification
Computer systems