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Journal Articles

  •  Yuehai Xu, Eitan Frachtenberg, Song Jiang, Mike Paleczny. Characterizing Facebook's Memcached Workload . In IEEE Internet Computing, 18 (2): 41-49, March 2014.
     
     
  • Song Jiang, Xiaoning Ding, Yuehai Xu, Kei Davis. A Prefetching Scheme Exploiting both Data Layout and Access History on the Disk . In ACM Transactions on Storage, 9 (3): 10:1-10:23, August 2013.
     
     
  • Kei Davis, Song Jiang, Xuechen Zhang. Opportunistic Data-driven Execution of Parallel Programs for Efficient I/O Services . In ADTSC Science Highlights, Los Alamos National laboratory, 2012.
     
     
  • Kei Davis, Song Jiang, Xuechen Zhang. iTransformer:Using SSD to Improve Disk Scheduling for High-performance I/O. In ADTSC Science Highlights, Los Alamos National laboratory, 2012.
     
     
  • Xuechen Zhang, Yuehai Xu, Song Jiang. YouChoose: Choosing your Storage Device as a Performance Interface to Consolidated I/O Service. In ACM Transactions on Storage, 7 (3): 2011.
     
     
  • Song Jiang, Xuechen Zhang, Shuang Liang, Kei Davis. Improving Networked File System Performance Using a Locality-Aware Cooperative Cache Protocol. In IEEE Transactions on Computers, 59 (11): 1508-1519, 2010.
     
     
  • Song Jiang, Lei Guo, Xiaodong Zhang, Haodong Wang. LightFlood: Minimizing Redundant Messages and Maximizing Scope of Peer-to-Peer Search. In IEEE Transactions on Parallel and Distributed Systems, 19 (5): May 2008.
     
     
  • Xiaoning Ding, Song Jiang, Feng Chen. A Buffer Cache Management Scheme Exploiting Both Temporal and Spatial Locality. In ACM Transactions on Storage, 3 (2): May 2007.
     
     
  • Song Jiang, Kei Davis, Xiaodong Zhang. Coordinated Multi-Level Buffer Cache Management with Consistent Access Locality Quantification. In IEEE Transactions on Computers, 56 (1): 95-108, January 2007.
     
     
  • Song Jiang, Xiaodong Zhang. Making LRU Friendly to Weak Locality Workloads: A Novel Replacement Algorithm to Improve File Buffer Cache Performance. In IEEE Transactions on Computers, 54 (8): 939-952, August 2005.
     
     
  • Lei Guo, Song Jiang, Li Xiao, Xiaodong Zhang. Fast and Low Cost P2P Searching by Exploiting Localities in Peer Community and Individual Peers. In Journal of Parallel and Distributed Computing, 65 (6): 729-742, June 2005.
     
     
  • Song Jiang, Xiaodong Zhang. Token-Ordered LRU: An Efficient Page Replacement Policy and Implementation in Linux Systems. In Performance Evaluation, 60 (1-4): 5--29, May 2005.
     
     
  • Song Jiang, Xiaodong Zhang. TPF: a System Thrashing Protection Facility. In Software - Practice & Experience, 32 (3): 295--318, March 2002.
     
     
  • Conference Papers

  •  Yuehai Xu, Eitan Frachtenberg, Song Jiang. Building a High-performance Key-value Cache as an Energy-efficient Appliance. In Proceedings of the Performance'14 , Turin, Italy, To appear October 2014.
     
     
  •  Jian Ouyang, Shiding Lin, Wei Qi, Yong Wang, Bo Yu, Song Jiang. SDA: Software-Defined Accelerator for Large-Scale DNN Systems. In Proceedings of the HotChips26, Cupertino, CA, August 2014.
     
     
  •  Xuechen Zhang, Jianqiang Ou, Kei Davis, Song Jiang. Orthrus: A Framework for Implementing Efficient Collective I/O in Multicore Clusters. In Proceedings of the ISC'14 , Leipzig, Germany, June 2014.
     
     
  •  Jie Fan, Song Jiang, Jiwu Shu, Long Sun, Qingda Hu. WL-Reviver: A Framework for Reviving any Wear-Leveling Techniques in the Face of Failures on Phase Change Memory. In Proceedings of the DSN 2014, Atlanta, GA, June 2014.
     
     
  •  Peng Wang, Guangyu Sun, Song Jiang, Jian Ouyang, Shiding Lin, Chen Zhang, Jason Cong. An Efficient Design and Implementation of LSM-Tree based Key-Value Store on Open-Channel SSD. In Proceedings of the EuroSys'14, Amsterdam, the Netherlands, April 2014.
     
     
  •  Jian Ouyang, Shiding Lin, Song Jiang, Zhenyu Hou, Yong Wang, Yuanzheng Wang. SDF: Software-Defined Flash for Web-Scale Internet Storage System . In Proceedings of the ASPLOS'14, Salt Lake City, UT, March 2014.
     
     
  • Jie Fan, Song Jiang, Jiwu Shu, Youhui Zhang, Weimin Zhen. Aegis: Partitioning Data Block for Efficient Recovery of Stuck-At-Faults in Phase Change Memory . In Proceedings of the MICRO-46, Davis, CA, December 2013.
     
     
  • Dachuan Huang, Xuechen Zhang, Wei Shi, Mai Zheng, Song Jiang, Feng Qin. LiU: Hiding Disk Access Latency for HPC Applications with a New SSD-Enabled Data Layout . In Proceedings of the MASCOTS'13, San Francisco, CA, August 2013.
     
     
  • Xuechen Zhang, Ke Liu, Kei Davis, Song Jiang. iBridge: Improving Unaligned Parallel File Access with Solid-State Drives. In Proceedings of the IPDPS'13, Boston, MA, May 2013.
     
     
  • Ke Liu, Xuechen Zhang, Kei Davis, Song Jiang. Synergistic Coupling of SSD and Hard Disk for QoS-aware Virtual Memory. In Proceedings of the ISPASS'13, Austin, TX, April 2013.
     
     
  • Berk Atikoglu, Yuehai Xu, Eitan Frachtenberg, Song Jiang, Mike Paleczny. Workload Analysis of a Large-Scale Key-Value Store . In Proceedings of the SIGMETRICS'12, London, United Kingdom, June 2012.
     
     
  • Yizhe Wang, Kei Davis, Yuehai Xu, Song Jiang. iHarmonizer: Improving the Disk Efficiency of I/O-intensive Multithreaded Codes . In Proceedings of the IPDPS'12, Shanghai, China, May 2012.
     
     
  • Xuechen Zhang, Kei Davis, Song Jiang. Opportunistic Data-driven Execution of Parallel Programs for Efficient I/O Services . In Proceedings of the IPDPS'12, Shanghai, China, May 2012.
     
     
  • Xuechen Zhang, Kei Davis, Song Jiang. iTransformer: Using SSD to Improve Disk Scheduling for High-performance I/O . In Proceedings of the IPDPS'12, Shanghai, China, May 2012.
     
     
  • Xuechen Zhang, Kei Davis, Song Jiang. QoS Support for End Users of I/O-intensive Applications using Shared Storage Systems. In Proceedings of the SC'11, Seattle, WA, November 2011.
     
     
  • Song Jiang, Lei Zhang, XinHao Yuan, Hao Hu, Yu Chen. S-FTL: An Efficient Address Translation for Flash Memory by Exploiting Spatial Locality. In Proceedings of the MSST'11, Denver, CO, May 2011.
     
     
  • Xuechen Zhang, Yuehai Yu, Song Jiang. YouChoose: A Performance Interface Enabling Convenient and Efficient QoS Support for Consolidated Storage Systems. In Proceedings of the MSST'11, Denver, CO, May 2011.
     
     
  • Yuehai Yu, Song Jiang. A Scheduling Framework that Makes any Disk Schedulers Non-work-conserving solely based on Request Characteristics. In Proceedings of the FAST'11, San Jose, CA, February 2011.
     
     
  • Xuechen Zhang, Kei Davis, Song Jiang. IOrchestrator: Improving the Performance of Multi-node I/O Systems via Inter-Server Coordination. In Proceedings of the SC'10, New Orleans, LA, November 2010.
     
     
  • Xuechen Zhang, Guiquan Liu, Song Jiang. Improve Throughput of Storage Cluster Interconnected with a T CP/IP Network Using Intelligent Server Grouping. In Proceedings of the NPC'10, Zhengzhou, China, September 2010.
     
     
  • Lei Zhang, Guiquan Liu, Xuechen Zhang, Song Jiang. Storage Device Performance Prediction with SBCART (Selective Bagging Classification and Regression Tree) Models. In Proceedings of the NPC'10, Zhengzhou, China, September 2010.
     
     
  • Xuechen Zhang, Song Jiang. InterferenceRemoval: Removing Interference of Disk Access for MPI Programs through Data Replication. In Proceedings of the ICS'10, Tsukuba, Japan, June 2010.
     
     
  • Xuechen Zhang, Song Jiang, Kei Davis. Making Resonance a Common Case: A High-Performance Implementation of Collective I/O on Parallel File Systems . In Proceedings of the IPDPS'09 , Rome, Italy, May 2009.
     
     
  • Xiaoning Ding, Song Jiang, Xiaodong Zhang. A Framework Making Any Replacement Algorithms (Almost) Lock Contention Free . In Proceedings of the ICDE'09, Shanghai, China, March 2009.
     
     
  • Pei Yan, Song Jiang. Spatial-Locality-Aware Virtual Storage Devices with TangibleQoS Expressions . In Proceedings of the NAS2008, Chongqing, China, June 2008.
     
     
  • Feng Chen, Song Jiang, Weisong Shi, Weikuan Yu. FlexFetch: A History-Aware Scheme for I/O Energy Saving in Mobile Computing. In Proceedings of the ICPP'07, XiAn, China, September 2007.
     
     
  • Shuang Liang, Ke Chen, Song Jiang, Xiaodong Zhang. Cost-Aware Caching Algorithms for Distributed Storage Servers. In Proceedings of the DISC2007, Lemesos, Cyprus, September 2007.
     
     
  • Shuang Liang, Song Jiang, Xiaodong Zhang. STEP: Sequentiality and Thrashing Detection Based Prefetching to Improve Performance of Networked Storage Servers. In Proceedings of the ICDCS'07, Toronto, Canada, June 2007.
     
     
  • Xiaoning Ding, Song Jiang, Feng Chen, Kei Davis, Xiaodong Zhang. DiskSeen: Exploiting Disk Layout and Access History to Enhance I/O Prefetch. In Proceedings of the USENIX'07, Santa Clara, CA, June 2007.
     
     
  • Weikuan Yu, Jeffrey Vetter, R. Shane Canon, Song Jiang. Exploiting Lustre File Joining for Effective Collective IO . In Proceedings of the CCGrid'07, May 2007.
     
     
  • Feng Chen, Song Jiang, Xiaodong Zhang. SmartSaver: Turning Flash Memory into a Disk Energy Saver for Mobile Computers. In Proceedings of the International Symposium on Low Power Electronics and Design ISLPED'06, October 2006.
     
     
  • Song Jiang, Kei Davis, Fabrizio Petrini, Xiaoning Ding, Xiaodong Zhang. A Locality-Aware Cooperative Cache Management Protocol to Improve Network File System Performance. In Proceedings of the 26th International Conference on Distributed Computing Systems ICDCS'06, July 2006.
     
     
  • Xiaoning Ding, Dimitrios Nikolopoulos, Song Jiang, Xiaodong Zhang. MESA: Reducing Cache Conflicts by Integrating Static and Run-Time Methods. In Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software ISPASS'06, Austin, TX, March 2006.
     
     
  • Song Jiang, Xiaoning Ding, Feng Chen, Enhua Tan, Xiaodong Zhang. DULO: an Effective Buffer Cache Management Scheme to Exploit both Temporal and Spatial Locality. In Proceedings of the USENIX Conference on File and Storage Technologies FAST'05, San Francisco, CA, December 2005. HTML
     
     
  • Roberto Gioiosa, Jose Carlos Sancho, Fabrizio Petrini, Kei Davis. Transparent, Incremental Checkpointing at Kernel Level: a Foundation for Fault Tolerance for Parallel Computers. In Proceedings of the IEEE/ACM Conference on Supercomputing SC'05, Seattle, WA, November 2005.
     
     
  • Song Jiang, Feng Chen, Xiaodong Zhang. CLOCK-Pro: An Effective Improvement of the CLOCK Replacement. In Proceedings of the 2005 USENIX Annual Technical Conference USENIX'05, Anaheim, CA, April 2005. HTML
     
     
  • Jose Carlos Sancho, Fabrizio Petrini, Kei Davis, Roberto Gioiosa, Song Jiang. Current Practice and a Direction Forward in Checkpoint/Restart Implementations for Fault Tolerance. In Proceedings of the First Workshop on System Management Tools for Large-Scale Parallel Systems (held in conjunction with IPDPS 2005), Denver, CO, April 2005.
     
     
  • Lei Guo, Song Jiang, Li Xiao, Xiaodong Zhang. Exploiting Content Localities for Efficient Search in P2P Systems. In Proceedings of the 18th International Symposium on Distributed Computing DISC'04, Amsterdam, Netherlands, October 2004.
     
     
  • Shansi Ren, Lei Guo, Song Jiang, Xiaodong Zhang. SAT-Match: a self-adaptive topology matching method to achieve low lookup latency in structured P2P overlay networks. In Proceedings of the International Parallel and Distributed Processing Symposium IPDPS'04, Santa Fe, New Mexico, April 2004.
     
     
  • Song Jiang, Xiaodong Zhang. ULC: A File Block Placement and Replacement Protocol to Effectively Exploit Hierarchical Locality in Multi-level Buffer Caches. In Proceedings of the 24th International Conference on Distributed Computing Systems ICDCS'04, Tokyo, Japan, pp. 168--177, March 2004.
     
     
  • Lei Guo, Songqing Chen, Shansi Ren, Xin, Chen, Song Jiang. PROP: a Scalable and Reliable P2P Media Streaming Proxy System. In Proceedings of the 24th International Conference on Distributed Computing Systems ICDCS'04, Tokyo, Japan, pp. 778--786, March 2004.
     
     
  • Song Jiang, Xiaodong Zhang. Efficient I/O Caching in Data Grid and Cluster Management. In Proceedings of the 5th IEEE International Conference on Cluster Computing Cluster'03, Hong Kong, China, December 2003.
     
     
  • Song Jiang, Xiaodong Zhang. FloodTrail: an Efficient File Search Technique in Unstructured Peer-to-Peer Systems. In Proceedings of the IEEE 2003 Global Communications Conference GLOBECOM 2003, San Francisco, CA, December 2003.
     
     
  • Song Jiang, Lei Guo, Xiaodong Zhang. LightFlood: an Efficient Flooding Scheme for File Search in Unstructured Peer-to-Peer Systems. In Proceedings of the 2003 International Conference on Parallel Processing (ICPP'03), Kaohsiung, Taiwan, October 2003.
     
     
  • Song Jiang, Xiaodong Zhang. LIRS: An Efficient Low Inter-reference Recency Set Replacement Policy to Improve Buffer Cache Performance. In Proceedings of the ACM SIGMETRICS Conference on Measurement and Modeling of Computer Systems SIGMETRICS'02, Marina Del Rey, CA, pp. 31--42, June 2002.
     
     
  • Song Jiang, Xiaodong Zhang. Adaptive Page Replacement to Protect Thrashing in Linux Buffer Cache Performance. In Proceedings of the 5th USENIX Annual Linux Showcase and Conference ALS'01, Oakland, CA, November 2001.
     
     
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