Helen: Maliciously Secure Coopetitive Learning for Linear Models
Conference/Journal: IEEE S&P 2019
Publication Date: Not Published Yet
Author(s): Wenting Zheng, Raluca Ada Popa, Joseph Gonzalez, Ion Stoica
ALICE: Autonomous Link-based Cell Scheduling for TSCH
Conference/Journal: IPSN 2019: The 18th ACM/IEEE Conference on Information Processing in Sensor Networks
Publication Date: Not Published Yet
Author(s): Seohyang Kim, Hyung-Sin Kim, Chongkwon Kim
Interactive Checks for Coordination Avoidance
Conference/Journal: VLDB
Publication Date: Not Published Yet
Author(s): Michael Whittaker, Joe Hellerstein
Autoscaling Tiered Cloud Storage in Anna
Conference/Journal: VLDB 19
Publication Date: Not Published Yet
Author(s): Chenggang Wu, Vikram Sreekanti, Joe Hellerstein
Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure
Conference/Journal: USENIX Symposium on Networked Systems Design and Implementation (NSDI'19)
Publication Date: 2/26/2019
Author(s): Qifan Pu, Shivaram Venkataraman, Ion Stoica
Confluo: Distributed Monitoring and Diagnosis Stack for High-speed Networks
Conference/Journal: USENIX Symposium on Networked Systems Design and Implementation (NSDI'19)
Publication Date: 2/26/2019
Author(s): Anurag Khandelwal, Rachit Agarwal, Ion Stoica
Serverless Computing: One Step Forward, Two Steps Back
Conference/Journal: CIDR '19
Publication Date: 1/15/2019
Author(s): Joe Hellerstein, Jose M. Faleiro, Joseph Gonzalez, Johann Schleier-Smith, Vikram Sreekanti, Alexey Tumanov, Chenggang Wu
SkipNet: Learning Dynamic Routing in Convolutional Networks
Conference/Journal: European Conference on Computer Vision (ECCV) 2018
Publication Date: 11/26/2018
Author(s): Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph Gonzalez
System Architecture Directions for Post-SoC/32-bit Networked Sensors
Conference/Journal: The 16th ACM Conference on Embedded Networked Sensor Systems (SenSys '18)
Publication Date: 11/04/2018
Author(s): Hyung-Sin Kim, Michael Andersen, Kaifei Chen, Sam Kumar, William J. Zhao, Kevin Ma, David Culler
MARVEL: Enabling Mobile Augmented Reality with Low Energy and Low Latency
Conference/Journal: The 16th ACM Conferenceon Embedded Networked Sensor Systems (SenSys '18)
Publication Date: 11/04/2018
Author(s): Kaifei Chen, Tong Li, Hyung-Sin Kim, David Culler, Randy Katz
Benchmarks for reinforcement learning in mixed-autonomy traffic
Conference/Journal: 2nd Conference on Robot Learning
Publication Date: 10/31/2018
Author(s): Eugene Vinitsky, Aboudy Kriedieh, Luc Le Flem, Nishant Kheterpal, Kathy Jang, Cathy Wu, Richard Liaw, Eric Liang, Alexandre Bayen
Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems
Conference/Journal: 24th Annual International Conference on Mobile Computing and Networking (MobiCom)
Publication Date: 10/29/2018
Author(s): Anand Padmanabha Iyer, Li Erran Li, Mosharaf Chowdhury, Ion Stoica
Debugging Distributed Systems with Why-Across-Time Provenance
Conference/Journal: SOCC
Publication Date: 10/11/2018
Author(s): Michael Whittaker, Cristina Teodoropol, Peter Alvaro, Joe Hellerstein
Ray: A Distributed Framework for Emerging AI Applications
Conference/Journal: USENIX Symposium on Operating Systems Design and Implementation (OSDI)
Publication Date: 10/10/2018
Author(s): Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael Jordan, Ion Stoica
ASAP: Fast, Approximate Graph Pattern Mining at Scale
Conference/Journal: USENIX Symposium on Operating Systems Design and Implementation (OSDI)
Publication Date: 10/10/2018
Author(s): Anand Padmanabha Iyer, Zaoxing Liu, Xin Jin, Shivaram Venkataraman, Vladimir Braverman, Ion Stoica
FairFuzz: A Targeted Mutation Strategy for Increasing Greybox Fuzz Testing Coverage
Conference/Journal: 33rd ACM/IEEE International Conference on Automated Software Engineering
Publication Date: 9/03/2018
Author(s): Caroline Lemieux, Koushik Sen
e-mission: An Open-Source, Smartphone Platform for Collecting Human Travel Data
Conference/Journal: Transportation Research Record: Journal of the Transportation Research Board
Publication Date: 8/19/2018
Author(s): K. Shankari, Mohamed Amine Bouzaghrane, Samuel M. Maurer, Paul Waddell, David Culler, Randy Katz
Context: The Missing Piece in the Machine Learning Lifecycle
Conference/Journal: Workshop on Common Model Infrastructure, KDD 2018
Publication Date: 8/19/2018
Author(s): Rolando Garcia, Vikram Sreekanti, Neeraja Yadwadkar, Dan Crankshaw, Joseph Gonzalez, Joe Hellerstein
IDK Cascades: Fast Deep Learning by Learning not to Overthink
Conference/Journal: Conference on Uncertainty in Artificial Intelligence (UAI) 2018
Publication Date: 7/18/2018
Author(s): Xin Wang, Yujia Luo, Dan Crankshaw, Alexey Tumanov, Fisher Yu, Joseph Gonzalez
PerfFuzz: Automatically Generating Pathological Inputs
Conference/Journal: 27th International Symposium on Software Testing and Analysis
Publication Date: 7/12/2018
Author(s): Caroline Lemieux, Rohan Padhye, Koushik Sen, Dawn song