Yi Lu

Search results

• 2020

  Re-identification Attack to Privacy-Preserving Data Analysis with Noisy Sample-Mean

  Su, D., Huynh, H. T., Chen, Z., Lu, Y. & Lu, W., Aug 23 2020, KDD 2020 - Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1045-1053 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning algorithms
  • Data Analytics
  • Hazards
  • Statistics
  • Industry
• 2019

  Reining in the outliers in map-reduce clusters using mantri

  Ananthanarayanan, G., Kandula, S., Greenberg, A., Stoica, I., Lu, Y., Saha, B. & Harris, E., 2019, Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2010. USENIX Association, p. 265-278 14 p. (Proceedings of the 9th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bandwidth
  • Data storage equipment
  • Costs
• 2016

  Scheduling with multi-level data locality: Throughput and heavy-traffic optimality

  Xie, Q., Yekkehkhany, A. & Lu, Y., Jul 27 2016, IEEE INFOCOM 2016 - 35th Annual IEEE International Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 7524416. (Proceedings - IEEE INFOCOM; vol. 2016-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Throughput
  • Scheduling
  • Decomposition
• 2015

  Priority algorithm for near-data scheduling: Throughput and heavy-traffic optimality

  Xie, Q. & Lu, Y., Aug 21 2015, 2015 IEEE Conference on Computer Communications, IEEE INFOCOM 2015. Institute of Electrical and Electronics Engineers Inc., p. 963-972 10 p. 7218468. (Proceedings - IEEE INFOCOM; vol. 26).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Throughput
  • Scheduling
  • Servers
  • Decomposition
• 2013

  Efficient processing of streaming graphs for evolution-aware clustering

  Yuan, M., Wu, K. L., Jacques-Silva, G. & Lu, Y., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 319-328 10 p. (International Conference on Information and Knowledge Management, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graph
  • Clustering
  • Clustering Approach
  • Sliding Window
  • Middleware

• On-chip control flow integrity check for real time embedded systems

  Abad, F. A. T., Woude, J. V. D., Lu, Y., Bak, S., Caccamo, M., Sha, L., Mancuso, R. & Mohan, S., 2013, 2013 IEEE 1st International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2013. IEEE Computer Society, p. 26-31 6 p. 6614242. (2013 IEEE 1st International Conference on Cyber-Physical Systems, Networks, and Applications, CPSNA 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Flow graphs
  • Real time systems
  • Flow control
  • Embedded systems
  • Computer hardware
• 2012

  A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns

  Abad, C. L., Roberts, N., Lu, Y. & Campbell, R. H., Jan 1 2012, Proceedings - 2012 IEEE International Symposium on Workload Characterization, IISWC 2012. IEEE Computer Society, p. 100-109 10 p. 6402909. (Proceedings - 2012 IEEE International Symposium on Workload Characterization, IISWC 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Big data
  • Servers
  • Data storage equipment

• Degree-guided map-reduce task assignment with data locality constraint

  Xie, Q. & Lu, Y., 2012, 2012 IEEE International Symposium on Information Theory Proceedings, ISIT 2012. p. 985-989 5 p. 6284711. (IEEE International Symposium on Information Theory - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Data Locality
  • Task Assignment
  • MapReduce
  • Server
  • Discrete-time Model

• Metadata traces and workload models for evaluating big storage systems

  Abad, C. L., Luu, H., Roberts, N., Lee, K., Lu, Y. & Campbell, R. H., Dec 1 2012, Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012. p. 125-132 8 p. 6424937. (Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Metadata
  • Big data

• Partitioning social networks for fast retrieval of time-dependent queries

  Yuan, M., Stein, D., Carrasco, B., Trindade, J. M. F. & Lu, Y., Nov 19 2012, Proceedings - 2012 IEEE 28th International Conference on Data Engineering Workshops, ICDEW 2012. p. 205-212 8 p. 6313681. (Proceedings - 2012 IEEE 28th International Conference on Data Engineering Workshops, ICDEW 2012).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Servers

• Versatile refresh: Low complexity refresh scheduling for high-throughput multi-banked eDRAM

  Alizadeh, M., Javanmard, A., Chuang, S. T., Iyer, S. & Lu, Y., Aug 13 2012, SIGMETRICS/Performance 2012 - Proceedings of the 2012 ACM SIGMETRICS/Performance, Joint International Conference on Measurement and Modeling of Computer Systems. 1 SPEC. ISS. ed. p. 247-258 12 p. (Performance Evaluation Review; vol. 40, no. 1 SPEC. ISS.).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic random access storage
  • Throughput
  • Scheduling
  • Data storage equipment
  • Table lookup
• 2011

  DARE: Adaptive data replication for efficient cluster scheduling

  Abad, C. L., Lu, Y. & Campbell, R. H., 2011, Proceedings - 2011 IEEE International Conference on Cluster Computing, CLUSTER 2011. p. 159-168 10 p. 6061051. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Scheduling
  • Turnaround time
  • Aging of materials
  • Sampling

• Partitioning social networks for time-dependent queries

  Carrasco, B., Lu, Y. & Da Trindade, J. M. F., Jul 7 2011, Proceedings of the 4th Workshop on Social Network Systems, SNS'11. 1989658. (Proceedings of the 4th Workshop on Social Network Systems, SNS'11).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • social network
  • time
  • Servers
  • Throughput
  • Law
• 2010

  Message passing for in-vivo field map estimation in MRI

  Lu, W. & Lu, Y., Aug 9 2010, 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings. p. 740-743 4 p. 5490070. (2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Message passing
  • Magnetic resonance imaging
  • Thermography
  • Artifacts
  • Anatomy

• Randomized load balancing with general service time distributions

  Bramson, M., Lu, Y. & Prabhakar, B., 2010, SIGMETRICS'10 - Proceedings of the 2010 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. 1 SPEC. ISSUE ed. p. 275-286 12 p. (Performance Evaluation Review; vol. 38, no. 1 SPEC. ISSUE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Resource allocation
  • Servers
  • Hazards
• 2009

  Robust counting via counter braids: An error-resilient network measurement architecture

  Lu, Y. & Prabhakar, B., Oct 12 2009, IEEE INFOCOM 2009 - The 28th Conference on Computer Communications. p. 522-530 9 p. 5061958. (Proceedings - IEEE INFOCOM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Labels
  • Static random access storage
  • Message passing
  • Decoding
  • Flow measurement
• 2008

  Counter braids: Asymptotic optimality of the message passing decoding algorithm

  Lu, Y., Montanari, A. & Prabhakar, B., Dec 1 2008, 46th Annual Allerton Conference on Communication, Control, and Computing. p. 209-216 8 p. 4797558. (46th Annual Allerton Conference on Communication, Control, and Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Message passing
  • Decoding
  • Maximum likelihood
  • Recovery
  • entropy

• Counter braids

  Lu, Y., Montanari, A. & Prabhakar, B., Sep 22 2008, 2008 IEEE Information Theory Workshop, ITW. p. 220-221 2 p. 4578654. (2008 IEEE Information Theory Workshop, ITW).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • HIgh speed networks

• Counter braids: A novel counter architecture for per-flow measurement

  Lu, Y., Montanari, A., Prabhakar, B., Dharmapurikar, S. & Kabbani, A., 2008, SIGMETRICS'08: Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems. 1 SPECIAL ISSUE ed. p. 121-132 12 p. (SIGMETRICS'08: Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems; vol. 36, no. 1 SPECIAL ISSUE).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Flow measurement
  • Hash functions
  • Static random access storage
  • Association rules
  • Message passing
• 2007

  Detailed network measurements using sparse graph counters: The theory

  Lu, Y., Montanari, A. & Prabhakar, B., Jan 1 2007, 45th Annual Allerton Conference on Communication, Control, and Computing 2007. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 1252-1259 8 p. (45th Annual Allerton Conference on Communication, Control, and Computing 2007; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Maximum likelihood
  • Digital forensics
  • Data storage equipment
  • Network security
  • Message passing

• ElephantTrap: A low cost device for identifying large flows

  Yi, L., Mei, W., Prabhakar, B. & Bonomi, F., Dec 1 2007, Proceedings - 15th Annual IEEE Symposium on High-Performance Interconnects, HOT Interconnects. p. 99-105 7 p. 4296813. (Proceedings - 15th Annual IEEE Symposium on High-Performance Interconnects, HOT Interconnects).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Anomaly detection
  • Routers
  • Costs
  • Switches

• TP decoding

  Lu, Y., Méasson, C. & Montanari, A., Jan 1 2007, 45th Annual Allerton Conference on Communication, Control, and Computing 2007. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 322-329 8 p. (45th Annual Allerton Conference on Communication, Control, and Computing 2007; vol. 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Decoding
  • Polynomial approximation
  • Set theory
  • Computer simulation
• 2006

  Congestion control in networks with no congestion drops

  Lu, Y., Pan, R., Prabhakar, B., Bergamasco, D., Alaria, V. & Baldini, A., Jan 1 2006, 44th Annual Allerton Conference on Communication, Control, and Computing 2006. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 891-898 8 p. (44th Annual Allerton Conference on Communication, Control, and Computing 2006; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Frequency allocation
  • IEEE Standards
  • Ethernet
  • Routers
  • Switches

• Perfect hashing for network applications

  Lu, Y., Prabhakar, B. & Bonomi, F., 2006, Proceedings - 2006 IEEE International Symposium on Information Theory, ISIT 2006. p. 2774-2778 5 p. 4036478. (IEEE International Symposium on Information Theory - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hashing
  • Data storage equipment
  • Computer hardware
  • Hardware
  • Data structures
• 2005

  Bloom filters: Design innovations and novel applications

  Lu, Y., Prabhakar, B. & Bonomi, F., Jan 1 2005, 43rd Annual Allerton Conference on Communication, Control and Computing 2005. University of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering, p. 1006-1015 10 p. (43rd Annual Allerton Conference on Communication, Control and Computing 2005; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Table lookup
  • Computer aided manufacturing
  • Data storage equipment
  • Computer hardware
  • Costs