Chenggang Wu

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All published works

Action	Title	Year	Authors
+ PDF Chat	Cloudburst	2020	Vikram Sreekanti Chenggang Wu Xiayue Charles Lin Johann Schleier-Smith Joseph E. Gonzalez Joseph M. Hellerstein Alexey Tumanov
+	Optimizing Prediction Serving on Low-Latency Serverless Dataflow.	2020	Vikram Sreekanti Harikaran Subbaraj Chenggang Wu Joseph E. Gonzalez Joseph M. Hellerstein
+	A fault-tolerance shim for serverless computing	2020	Vikram Sreekanti Chenggang Wu Saurav Chhatrapati Joseph E. Gonzalez Joseph M. Hellerstein Jose M. Faleiro
+	A Fault-Tolerance Shim for Serverless Computing	2020	Vikram Sreekanti Chenggang Wu Saurav Chhatrapati Joseph E. Gonzalez Joseph M. Hellerstein Jose M. Faleiro
+ PDF Chat	Deep unsupervised cardinality estimation	2019	Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Xi Chen Pieter Abbeel Joseph M. Hellerstein Sanjay Krishnan Ion Stoica
+	Selectivity Estimation with Deep Likelihood Models	2019	Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Xi Chen Pieter Abbeel Joseph M. Hellerstein Sanjay Krishnan Ion Stoica
+	Serverless Computing: One Step Forward, Two Steps Back	2018	Joseph M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu
+	Eliminating Boundaries in Cloud Storage with Anna	2018	Chenggang Wu Vikram Sreekanti Joseph M. Hellerstein
+	Serverless Computing: One Step Forward, Two Steps Back	2018	Joseph M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu

Common Coauthors

Coauthor	Papers Together
Joseph M. Hellerstein	9
Vikram Sreekanti	7
Joseph E. Gonzalez	6
Jose M. Faleiro	4
Johann Schleier-Smith	3
Alexey Tumanov	3
Zongheng Yang	2
Amog Kamsetty	2
Ion Stoica	2
Pieter Abbeel	2
Saurav Chhatrapati	2
Yan Duan	2
Sanjay Krishnan	2
Eric Liang	2
Xi Chen	2
Harikaran Subbaraj	1
Xiayue Charles Lin	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Occupy the Cloud: Distributed Computing for the 99%	2017	Eric Jonas Qifan Pu Shivaram Venkataraman Ion Stoica Benjamin Recht	4
+	Cloud Programming Simplified: A Berkeley View on Serverless Computing	2019	Eric Jonas Johann Schleier-Smith Vikram Sreekanti Chia-Che Tsai Anurag Khandelwal Qifan Pu Vaishaal Shankar João Carreira Karl Krauth Neeraja J. Yadwadkar	3
+	Building on Quicksand	2009	Pat Helland David G. Campbell	3
+ PDF Chat	Neo	2019	Ryan Marcus Parimarjan Negi Hongzi Mao Chi Zhang Mohammad Alizadeh Tim Kraska Olga Papaemmanouil Nesime Tatbul	2
+	XLNet: Generalized Autoregressive Pretraining for Language Understanding	2019	Zhilin Yang Zihang Dai Yiming Yang Jaime Carbonell Ruslan Salakhutdinov Quoc V. Le	2
+ PDF Chat	Skew in parallel query processing	2014	Paul Beame Paraschos Koutris Dan Suciu	2
+	Archipelago: A Scalable Low-Latency Serverless Platform	2019	Arjun Singhvi Kevin Houck Arjun Balasubramanian Mohammed Danish Shaikh Shivaram Venkataraman Aditya Akella	2
+ PDF Chat	Rethinking serializable multiversion concurrency control	2015	Jose M. Faleiro Daniel J. Abadi	2
+	How I Learned to Stop Worrying and Love Re-optimization	2019	Matthew Perron Zeyuan Shang Tim Kraska Michael Stonebraker	2
+	Autoregressive Energy Machines	2019	Charlie Nash Conor Durkan	2
+ PDF Chat	Deep Reinforcement Learning for Join Order Enumeration	2018	Ryan Marcus Olga Papaemmanouil	2
+ PDF Chat	QuickSel: Quick Selectivity Learning with Mixture Models	2020	Yongjoo Park Shucheng Zhong Barzan Mozafari	2
+	Learning State Representations for Query Optimization with Deep Reinforcement Learning	2018	Jennifer Ortiz Magdalena Balazinska Johannes Gehrke S. Sathiya Keerthi	2
+	MADE: Masked Autoencoder for Distribution Estimation	2015	Mathieu Germain Karol Gregor Iain Murray Hugo Larochelle	2
+	Serverless Computing: One Step Forward, Two Steps Back	2018	Joseph M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu	2
+	Conditional Image Generation with PixelCNN Decoders	2016	Aäron van den Oord Nal Kalchbrenner Oriol Vinyals Lasse Espeholt Alex Graves Koray Kavukcuoglu	2
+	Learning to Optimize Join Queries With Deep Reinforcement Learning.	2018	Sanjay Krishnan Zongheng Yang Ken Goldberg Joseph M. Hellerstein Ion Stoica	2
+	Serverless Computing: One Step Forward, Two Steps Back	2018	Joseph M. Hellerstein Jose M. Faleiro Joseph E. Gonzalez Johann Schleier-Smith Vikram Sreekanti Alexey Tumanov Chenggang Wu	2
+	Learned Cardinalities: Estimating Correlated Joins with Deep Learning	2018	Andreas Kipf Thomas Kipf Bernhard Radke Viktor Leis Peter Boncz Alfons Kemper	2
+	WaveNet: A Generative Model for Raw Audio	2016	Aäron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner Andrew Senior Koray Kavukcuoglu	2
+	PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications	2017	Tim Salimans Andrej Karpathy Xi Chen Diederik P. Kingma	2
+	InferLine: ML Inference Pipeline Composition Framework.	2018	Daniel Crankshaw Gur-Eyal Sela Corey Zumar Xiangxi Mo Joseph E. Gonzalez Ion Stoica Alexey Tumanov	1
+ PDF Chat	How I Learned to Stop Worrying and Love Re-optimization	2019	Matthew Perron Zeyuan Shang Tim Kraska Michael Stonebraker	1
+	Multi-Attribute Selectivity Estimation Using Deep Learning	2019	Shohedul Hasan Saravanan Thirumuruganathan Jees Augustine Nick Koudas Gautam Das	1
+	Autoregressive Energy Machines	2019	Charlie Nash Conor Durkan	1
+	Rethinking the Inception Architecture for Computer Vision	2015	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Zbigniew Wojna	1
+	Serverless Computing: Current Trends and Open Problems	2017	Ioana Baldini Paul Castro Kerry Shih-Ping Chang Perry Cheng Stephen J. Fink Vatche Ishakian Nick Mitchell Vinod Muthusamy Rodric Rabbah Aleksander Slominski	1
+	A Deep and Tractable Density Estimator	2013	Benigno Uría Iain Murray Hugo Larochelle	1
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	1
+ PDF Chat	In-Datacenter Performance Analysis of a Tensor Processing Unit	2017	Norman P. Jouppi Cliff Young Nishant Patil David A. Patterson Gaurav Agrawal Raminder Bajwa S. C. Bates Suresh Bhatia Nan Boden Al Borchers	1
+	MLlib: Machine Learning in Apache Spark	2015	Xiangrui Meng Joseph K. Bradley Burak Yavuz Evan Sparks Shivaram Venkataraman Davies Liu Jeremy Freeman DB Tsai Manish Amde Sean Owen	1
+	Ray: a distributed framework for emerging AI applications	2018	Philipp Moritz Robert Nishihara Stephanie Wang Alexey Tumanov Richard Liaw Eric Liang Melih Elibol Zongheng Yang William Paul Michael I. Jordan	1
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+	Conditional Image Generation with PixelCNN Decoders	2016	Aäron van den Oord Nal Kalchbrenner Oriol Vinyals Lasse Espeholt Alex Graves Koray Kavukcuoglu	1
+	Learning State Representations for Query Optimization with Deep Reinforcement Learning	2018	Jennifer Ortiz Magdalena Balazinska Johannes Gehrke S. Sathiya Keerthi	1
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	1
+	PyTorch: An Imperative Style, High-Performance Deep Learning Library	2019	Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga	1
+	Starling: A Scalable Query Engine on Cloud Function Services	2019	Matthew Perron Raul Castro Fernandez David J. DeWitt Samuel Madden	1
+ PDF Chat	Cloudburst	2020	Vikram Sreekanti Chenggang Wu Xiayue Charles Lin Johann Schleier-Smith Joseph E. Gonzalez Joseph M. Hellerstein Alexey Tumanov	1
+	Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider	2020	Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri Gohar Irfan Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness Mark Russinovich Ricardo Bianchini	1
+ PDF Chat	The Architectural Implications of Facebook's DNN-Based Personalized Recommendation	2020	Udit Gupta Carole-Jean Wu Xiaodong Wang Maxim Naumov Brandon Reagen David Brooks Bradford Cottel Kim Hazelwood Mark Hempstead Bill Jia	1
+ PDF Chat	Relational transducers for declarative networking	2011	Tom J. Ameloot Frank Neven Jan Van den Bussche	1
+ PDF Chat	Nephele streaming: stream processing under QoS constraints at scale	2013	Björn Lohrmann Daniel Warneke Odej Kao	1
+ PDF Chat	HoloDetect	2019	Alireza Heidari McGrath Joshua Ihab F. Ilyas Theodoros Rekatsinas	1
+	Archipelago: A Scalable Low-Latency Serverless Platform	2019	Arjun Singhvi Kevin Houck Arjun Balasubramanian Mohammed Danish Shaikh Shivaram Venkataraman Aditya Akella	1
+	Learning to Optimize Join Queries With Deep Reinforcement Learning	2018	Sanjay Krishnan Zongheng Yang Ken Goldberg Joseph M. Hellerstein Ion Stoica	1
+	Multivariate Density Estimation, Theory, Practice, and Visualization	1993	Philip H. Ramsay David W. Scott	1
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	1
+	Probability and Random Processes	2001	Geoffrey Grimmett David Stirzaker	1
+	An Introduction to Sequential Monte Carlo Methods	2001	Arnaud Doucet Nando de Freitas Neil Gordon	1