Michael J. Franklin
1990–2025 年に発表
- 328
- 論文数
- 53,792
- 被引用数
- 107
- h 指数
- 246
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science75.1%
- Biochemistry, Genetics and Molecular Biology7.4%
- Decision Sciences4.8%
- Engineering3.8%
- Medicine2.2%
- Environmental Science1.1%
- その他5.6%
トピック
- Advanced Database Systems and Queries6.4%
- Cloud Computing and Resource Management6.2%
- Data Management and Algorithms5.3%
- Advanced Data Storage Technologies3.8%
- Energy Efficient Wireless Sensor Networks3.6%
- Distributed systems and fault tolerance3.5%
- その他71.2%
共著者
- Tim Kraska36
- Joseph M. Hellerstein31
- Sanjay Krishnan28
- Samuel Madden26
- Ion Stoica25
- Aaron J. Elmore24
- Donald Kossmann15
- John Paparrizos15
- Stanley B. Zdonik15
- Jiannan Wang14
- Michael J. Carey14
- Sailesh Krishnamurthy13
- Eugene Wu12
- Wei Hong12
- Matei Zaharia11
- Shivaram Venkataraman11
- Evan Randall Sparks10
- Kerry S. Williamson10
- Michael I. Jordan10
- Peter Bailis10
- Philip S. Stewart10
- Yanlei Diao10
- Ali Ghodsi9
- Alon Y. Halevy9
全論文
- Apache Spark: a unified engine for big data processing
著者: Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica - Communications of the ACM, Commun. ACM 2016 被引用: 2,336
- Spark SQL: Relational Data Processing in Spark
著者: Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia - SIGMOD International Conference on Management of Data, SIGMOD Conference 2015 被引用: 1,222
- Physiological heterogeneity in biofilms
著者: Philip S. Stewart, Michael J. Franklin - Nature Reviews Microbiology 2008 被引用: 2,412
- Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection
著者: John Paparrizos, Paul Boniol, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2022 被引用: 122
- TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
著者: John Paparrizos, Yuhao Kang, Paul Boniol, Ruey S. Tsay, Themis Palpanas, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2022 被引用: 115
- How Large Language Models Will Disrupt Data Management
著者: Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan - VLDB Endowment, Proc. VLDB Endow. 2023 被引用: 101
- SAND: Streaming Subsequence Anomaly Detection
著者: Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2021 被引用: 107
- From databases to dataspaces: a new abstraction for information management
著者: Michael J. Franklin, Alon Halevy, David Maier - ACM SIGMOD Record, SIGMOD Rec. 2005 被引用: 745
- Role of Antibiotic Penetration Limitation in Klebsiella pneumoniae Biofilm Resistance to Ampicillin and Ciprofloxacin
著者: Jeff N. Anderl, Michael J. Franklin, Philip S. Stewart - Antimicrobial Agents and Chemotherapy 2000 被引用: 924
- Spark: Cluster Computing with Working Sets
著者: Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica - http://www.cs.berkeley.edu/%7Efranklin/Papers/hotcloud.pdf 2010 被引用: 4,236
- Contributions of Antibiotic Penetration, Oxygen Limitation, and Low Metabolic Activity to Tolerance of Pseudomonas aeruginosa Biofilms to Ciprofloxacin and Tobramycin
著者: Marshall Charles Walters, Frank Roe, Amandine Bugnicourt, Michael J. Franklin, Philip S. Stewart - Antimicrobial Agents and Chemotherapy 2002 被引用: 966
- MLlib: Machine Learning in Apache Spark
著者: Xiangrui Meng, Joseph K. Bradley, Burak Yavuz, Evan Randall Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, D. B. Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar - J. Mach. Learn. Res. 2016 被引用: 961
- Data market platforms
著者: Raul Castro Fernandez, Pranav Subramaniam, Michael J. Franklin - VLDB Endowment, Proceedings of the VLDB Endowment 2020 被引用: 140
- A Declarative System for Optimizing AI Workloads
著者: Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano - arXiv (Cornell University), CoRR 2024 被引用: 37
- Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing
著者: Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica - http://www.cs.berkeley.edu/%7Ematei/papers/2012/nsdi_spark.pdf 2012 被引用: 3,577
- Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures
著者: John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin - SIGMOD International Conference on Management of Data, SIGMOD Conference 2020 被引用: 56
- Biosynthesis of the Pseudomonas aeruginosa Extracellular Polysaccharides, Alginate, Pel, and Psl
著者: Michael J. Franklin, David E. Nivens, Joel T. Weadge, P. Lynne Howell - Frontiers in Microbiology 2011 被引用: 567
- CrowdER: Crowdsourcing Entity Resolution
著者: Jiannan Wang, Tim Kraska, Michael J. Franklin, Jianhua Feng - VLDB Endowment, Proc. VLDB Endow. 2012 被引用: 512
- GRAIL: Efficient Time-Series Representation Learning
著者: John Paparrizos, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2019 被引用: 56
- Clipper: A Low-Latency Online Prediction Serving System
著者: Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica - Networked Systems Design and Implementation, NSDI 2017 被引用: 293
- Fast Adaptive Similarity Search through Variance-Aware Quantization
著者: John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin - IEEE 38th International Conference on Data Engineering (ICDE) 2022 被引用: 33
- BoostClean: Automated Error Detection and Repair for Machine Learning
著者: Sanjay Krishnan, Michael J. Franklin, Ken Goldberg, Eugene Wu - arXiv (Cornell University), CoRR 2017 被引用: 73
- Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances
著者: John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2023 被引用: 23
- SAND in Action: Subsequence Anomaly Detection for Streams
著者: Paul Boniol, John Paparrizos, Themis Palpanas, Michael J. Franklin - VLDB Endowment, Proc. VLDB Endow. 2021 被引用: 26
