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ORCIDPeter Kraft
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Journal Articles
- 2024
[j15]Liana Patel
, Peter Kraft, Carlos Guestrin, Matei Zaharia:
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data. Proc. ACM Manag. Data 2(3): 120 (2024)- [j14]Qian Li, Peter Kraft:
Transactions and Serverless are Made for Each Other: If serverless platforms could wrap functions in database transactions, they would be a good fit for database-backed applications. ACM Queue 22(3): 40 (2024) - 2023
- [j13]Peter Kraft, Qian Li, Xinjing Zhou, Peter Bailis, Michael Stonebraker, Xiangyao Yu, Matei Zaharia:
Epoxy: ACID Transactions Across Diverse Data Stores. Proc. VLDB Endow. 16(11): 2742-2754 (2023) - [j12]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia:
R3: Record-Replay-Retroaction for Database-Backed Applications. Proc. VLDB Endow. 16(11): 3085-3097 (2023) - 2022
- [j11]Nirvik Baruah, Peter Kraft, Fiodar Kazhamiaka, Peter Bailis, Matei Zaharia:
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations. Proc. VLDB Endow. 16(4): 760-771 (2022) - 2021
- [j10]Athinagoras Skiadopoulos, Qian Li, Peter Kraft, Kostis Kaffes, Daniel Hong, Shana Mathew, David Bestor, Michael J. Cafarella, Vijay Gadepally, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Tim Kraska, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
DBOS: A DBMS-oriented Operating System. Proc. VLDB Endow. 15(1): 21-30 (2021) - [j9]Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Ananthanarayan, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia:
DIFF: a relational interface for large-scale data explanation. VLDB J. 30(1): 45-70 (2021) - 2020
- [j8]Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia:
A Demonstration of Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. Proc. VLDB Endow. 13(12): 2833-2836 (2020) - 2018
- [j7]Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Anathanaraya, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia:
DIFF: A Relational Interface for Large-Scale Data Explanation. Proc. VLDB Endow. 12(4): 419-432 (2018) - 2017
- [j6]Gleb Kichaev, Megan Roytman, Ruth Johnson, Eleazar Eskin, Sara Lindström, Peter Kraft, Bogdan Pasaniuc:
Improved methods for multi-trait fine mapping of pleiotropic risk loci. Bioinform. 33(2): 248-255 (2017) - [j5]Audrey Lemaçon, Charles Joly Beauparlant, Penny Soucy, Jamie Allen, Douglas F. Easton, Peter Kraft, Jacques Simard, Arnaud Droit:
VEXOR: an integrative environment for prioritization of functional variants in fine-mapping analysis. Bioinform. 33(9): 1389-1391 (2017) - [j4]Reiko Nishihara, Kimberly Glass, Kosuke Mima, Tsuyoshi Hamada, Jonathan A. Nowak, Zhi Rong Qian, Peter Kraft, Edward L. Giovannucci, Charles S. Fuchs, Andrew T. Chan, John Quackenbush, Shuji Ogino, Jukka-Pekka Onnela:
Biomarker correlation network in colorectal carcinoma by tumor anatomic location. BMC Bioinform. 18(1): 304 (2017) - 2013
- [j3]Chia-Yen Chen, Samuela Pollack, David J. Hunter, Joel Hirschhorn, Peter Kraft, Alkes L. Price:
Improved ancestry inference using weights from external reference panels. Bioinform. 29(11): 1399-1406 (2013) - 2012
- [j2]Noah Zaitlen, Bogdan Pasaniuc, Nick Patterson, Samuela Pollack, Benjamin Voight, Leif Groop, David Altshuler, Brian E. Henderson, Laurence N. Kolonel, Loic Le Marchand, Kevin Waters, Christopher A. Haiman, Barbara E. Stranger, Emmanouil T. Dermitzakis, Peter Kraft, Alkes L. Price:
Analysis of case-control association studies with known risk variants. Bioinform. 28(13): 1729-1737 (2012) - 1997
- [j1]Peter Kraft, Neal R. Harvey, Stephen Marshall:
Parallel genetic algorithms in the optimization of morphological filters: a general design tool. J. Electronic Imaging 6(4): 504-516 (1997)
Conference and Workshop Papers
- 2023
- [c13]Paras Jain, Peter Kraft, Conor Power, Tathagata Das, Ion Stoica, Matei Zaharia:
Analyzing and Comparing Lakehouse Storage Systems. CIDR 2023 - [c12]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
Transactions Make Debugging Easy. CIDR 2023 - 2022
- [c11]Qian Li, Peter Kraft, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Jason Li, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
A Progress Report on DBOS: A Database-oriented Operating System. CIDR 2022 - [c10]Peter Kraft, Fiodar Kazhamiaka, Peter Bailis, Matei Zaharia:
Data-Parallel Actors: A Programming Model for Scalable Query Serving Systems. NSDI 2022: 1059-1074 - 2021
- [c9]Deeptaanshu Kumar, Qian Li, Jason Li, Peter Kraft, Athinagoras Skiadopoulos, Lalith Suresh, Michael J. Cafarella, Michael Stonebraker:
Data Governance in a Database Operating System (DBOS). Poly/DMAH@VLDB 2021: 43-59 - [c8]Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia:
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. SOSP 2021: 521-537 - 2020
- [c7]Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia:
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. MLSys 2020 - 2018
- [c6]Henry Qin, Qian Li, Jacqueline Speiser, Peter Kraft, John K. Ousterhout:
Arachne: Core-Aware Thread Management. OSDI 2018: 145-160 - 2016
- [c5]Peter Kraft, Hirsh Jain, Alexander M. Rush:
An Embedding Model for Predicting Roll-Call Votes. EMNLP 2016: 2066-2070 - 2006
- [c4]Peter Kraft:
Efficient Two-Stage Genome-Wide Association Designs Based on False Positive Report Probabilities. Pacific Symposium on Biocomputing 2006: 523-534 - 2001
- [c3]Peter Kraft, Jens Otto Sørensen:
Translation of a High-Level Temporal Model into Lower Level Models: Impact of Modelling at Different Description Levels. ER 2001: 383-396 - 1999
- [c2]Peter Kraft:
Automated Remeshing with Hexahedral Elements: Problems, Solutions, and Applications. IMR 1999: 357-367 - 1998
- [c1]Peter Kraft, Jens Otto Sørensen:
Accessing Data Bases through Interface Views using a Unified Graph-Oriented Entity-Relationship Model. IADT 1998: 448-455
Informal and Other Publications
- 2024
- [i9]Liana Patel, Peter Kraft, Carlos Guestrin, Matei Zaharia:
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data. CoRR abs/2403.04871 (2024) - [i8]Aaron Ge, Jeya Balasubramanian, Xueyao Wu, Peter Kraft, Jonas S. Almeida:
FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods - A Case Study in PRS313. CoRR abs/2407.09355 (2024) - 2022
- [i7]Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Qian Li, Peter Kraft, Deeptaanshu Kumar, Çagatay Demiralp, Michael Stonebraker:
Machine Learning with DBOS. CoRR abs/2208.05101 (2022) - [i6]Peter Kraft, Qian Li, Kostis Kaffes, Athinagoras Skiadopoulos, Deeptaanshu Kumar, Danny Cho, Jason Li, Robert Redmond, Nathan W. Weckwerth, Brian S. Xia, Peter Bailis, Michael J. Cafarella, Goetz Graefe, Jeremy Kepner, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Xiangyao Yu, Matei Zaharia:
Apiary: A DBMS-Backed Transactional Function-as-a-Service Framework. CoRR abs/2208.13068 (2022) - [i5]Qian Li, Peter Kraft, Michael J. Cafarella, Çagatay Demiralp, Goetz Graefe, Christos Kozyrakis, Michael Stonebraker, Lalith Suresh, Matei Zaharia:
Transactions Make Debugging Easy. CoRR abs/2212.14161 (2022) - 2021
- [i4]Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Matei Zaharia:
Don't Give Up on Large Optimization Problems; POP Them! CoRR abs/2104.06513 (2021) - [i3]Deepak Narayanan, Fiodar Kazhamiaka, Firas Abuzaid, Peter Kraft, Akshay Agrawal, Srikanth Kandula, Stephen P. Boyd, Matei Zaharia:
Solving Large-Scale Granular Resource Allocation Problems Efficiently with POP. CoRR abs/2110.11927 (2021) - 2019
- [i2]Peter Kraft, Daniel Kang, Deepak Narayanan, Shoumik Palkar, Peter Bailis, Matei Zaharia:
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference. CoRR abs/1906.01974 (2019) - 2018
- [i1]Peter Kraft, Amos Waterland, Daniel Y. Fu, Anitha Gollamudi, Shai Szulanski, Margo I. Seltzer:
Automatic Parallelization of Sequential Programs. CoRR abs/1809.07684 (2018)
Coauthor Index
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