Flow-Loss: Learning Cardinality Estimates that Matter
Parimarjan Negi, Ryan Marcus, Andreas Kipf, Hongzi Mao, Nesime Tatbul, Tim Kraska, Mohammad Alizadeh
VLDB 2021.
[PDF]
[Code]
[Slides]
[Video]
Steering Query Optimizers: A Practical Take on Big Data Workloads
Parimarjan Negi, Matteo Interlandi, Ryan Marcus, Mohammad Alizadeh, Tim Kraska, Marc Friedman, Alekh Jindal.
Sigmod (Industry) 2021.
[PDF]
[Slides]
Honorable Mention Award
Bao: Learning to Steer Query Optimizers
Ryan Marcus, Parimarjan Negi, Hongzi Mao, Nesime Tatbul Mohammad Alizadeh, Tim
Kraska.
Sigmod 2021.
[PDF]
[Code]
Best Paper Award
Neo: A Learned Query Optimizer.
Ryan Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul.
VLDB 2019.
[PDF]
High Throughput Cryptocurrency Routing in Payment Channel Networks.
Vibhaalakshmi Sivaraman, Shaileshh Bo Venkatakrishnan, Kathleen Ruan,
Parimarjan Negi, Lei Yang, Radhika Mittal, Giulia Fanti, Mohammad Alizadeh
NSDI 2020.
[PDF]
K-means++ vs. Behavioral Biometrics: One Loop to Rule Them All
Parimarjan Negi, Prafull Sharma, Vivek Jain, Bahman Bahmani
NDSS 2018.
[PDF]
[Code]