Matthew Russo

14 papers A 2Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Abacus: A Cost-Based Optimizer for Semantic Operator Systems.
Proc. VLDB Endow.
Matthew Russo, Chunwei Liu, Sivaprasad Sudhir, Gerardo Vitagliano, Michael J. Cafarella, Tim Kraska, Samuel Madden
2026 A conf
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics.
CIDR
Matthew Russo, Tim Kraska
2025 J jnl
Abacus: A Cost-Based Optimizer for Semantic Operator Systems.
CoRR
Matthew Russo, Sivaprasad Sudhir, Gerardo Vitagliano, Chunwei Liu, Tim Kraska, Samuel Madden, Michael J. Cafarella
2025 J jnl
Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics.
CoRR
Matthew Russo, Tim Kraska
2025 J jnl
KramaBench: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes.
CoRR
Eugenie Lai, Gerardo Vitagliano, Ziyu Zhang, Sivaprasad Sudhir, Om Chabra, Anna Zeng, Anton A. Zabreyko, Chenning Li, Ferdi Kossmann, Jialin Ding, Jun Chen, Markos Markakis, Matthew Russo, Weiyang Wang, Ziniu Wu, Michael J. Cafarella, Lei Cao, Samuel Madden, Tim Kraska
2025 A conf
Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing.
CIDR
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Rana Shahout, Gerardo Vitagliano
2025 J jnl
SemBench: A Benchmark for Semantic Query Processing Engines.
CoRR
Jiale Lao, Andreas Zimmerer, Olga Ovcharenko, Tianji Cong, Matthew Russo, Gerardo Vitagliano, Michael Cochez, Fatma Özcan, Gautam Gupta, Thibaud Hottelier, H. V. Jagadish, Kris Kissel, Sebastian Schelter, Andreas Kipf, Immanuel Trummer
2024 J jnl
A Declarative System for Optimizing AI Workloads.
CoRR
Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano
2023 J jnl
Accelerating Aggregation Queries on Unstructured Streams of Data.
CoRR
Matthew Russo, Tatsunori Hashimoto, Daniel Kang, Yi Sun, Matei Zaharia
2023 J jnl
Accelerating Aggregation Queries on Unstructured Streams of Data.
Proc. VLDB Endow.
Matthew Russo, Tatsunori Hashimoto, Daniel Kang, Yi Sun, Matei Zaharia
2017 J jnl
Analytic solutions of a microstructure PDE and the KdV and Kadomtsev-Petviashvili equations by invariant Painlevé analysis and generalized Hirota techniques.
Appl. Math. Comput.
Matthew Russo, S. Roy Choudhury
2015 J jnl
Corrigendum to "Smooth and non-smooth traveling wave solutions of some generalized Camassa-Holm equations" [19 (6) (2014) 1746-1769].
Commun. Nonlinear Sci. Numer. Simul.
Matthew Russo, S. Roy Choudhury, T. Rehman, Gaetana Gambino
2013 J jnl
Control of error in the homotopy analysis of nonlinear Klein-Gordon initial value problems.
Appl. Math. Comput.
Matthew Russo, Robert A. Van Gorder
2013 J jnl
Painlevé property and exact solutions for a nonlinear wave equation with generalized power-law nonlinearities.
Commun. Nonlinear Sci. Numer. Simul.
Matthew Russo, Robert A. Van Gorder, S. Roy Choudhury