| 3/30/2016 |
You and Your Research by Richard Hamming |
Bell Communications Research Colloquium Seminar, 1986 |
Peter |
| 4/6/2016 |
CellIQ : Real-Time Cellular Network Analytics at Scale |
NSDI 2015 |
Peter |
| 4/13/2016 |
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics |
VLDB 2016 |
Kexin |
| 4/21/2016 |
Trill: A High-Performance Incremental Query Processor for Diverse Analytics |
VLDB 2015 |
Todd |
| 4/27/2016 |
Knowing When You’re Wrong: Building Fast and Reliable Approximate Query Processing Systems |
SIGMOD 2014 |
Edward |
| 5/04/2016 |
Automating Model Search for Large Scale Machine Learning |
SoCC 2015 |
Sahaana |
| 5/11/2016 |
The Scalable Commutativity Rule: Designing Scalable Software for Multicore Processors |
SOSP 2013 |
Vivek |
| 5/18/2016 |
AutoPlait: Automatic Mining of Co-evolving Time Sequences |
SIGMOD 2014 |
Vayu |
| 5/25/2016 |
MacroBase: Analytic Monitoring for the Internet of Things |
arXiv 2016 |
Peter |
| 6/2/2016 |
Designing for Situation Awareness: An Approach to User-Centered Design, Chapters 8 & 9 |
CRC Press 2011 |
Kexin |
| 6/8/2016 |
Searching and Mining Trillions of Time Series Subsequences under Dynamic Time Warping |
KDD 2012 |
Edward |
| 6/15/2016 |
CarTel: A Distributed Mobile Sensor Computing System |
SenSys 2006 |
Sahaana |
| 6/22/2016 |
DBSherlock: A Performance Diagnostic Tool for Transactional Databases |
SIGMOD 2016 |
Firas |
| 7/1/2016 |
Arx: A Strongly Encrypted Database System |
IACR 2016 |
Todd |
| 7/6/2016 |
Sharing-Aware Outlier Analytics over High-Volume Data Streams |
SIGMOD 2016 |
Kexin |
| 7/13/2016 |
Readings in Database Systems, 5th ed., Chapter 5 |
|
Sahaana |
| 7/20/2016 7/27/2016 |
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size |
arXiv 2016 |
Firas |
| 8/3/2016 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
SIGMOD 2017 |
Firas |
| 8/10/2016 |
Gorilla: A Fast, Scalable, In-Memory Time Series Database |
VLDB 2015 |
Kexin |
| 8/17/2016 |
Time, Clocks, and the Ordering of Events in a Distributed System |
Communications of the ACM 1978 |
Peter |
| 8/24/2016 |
Automating the Choice of Consistency Levels in Replicated Systems |
USENIX ATC 2014 |
Sahaana |
| 8/31/2016 |
The Homeostasis Protocol: Avoiding Transaction Coordination Through Program Analysis |
SIGMOD 2015 |
Todd |
| 9/7/2016 |
A DNA-Based Archival Storage System |
ASPLOS 2016 |
Sahaana |
| 9/14/2016 |
The Good, the Bad, the Differences: Better Network Diagnostics with Differential Provenance |
SIGCOMM 2016 |
Shoumik |
| 9/21/2016 |
Hails: Protecting Data Privacy in Untrusted Web Applications |
OSDI 2012 |
Deepak |
| 9/28/2016 |
Fast and Accurate Performance Analysis of LTE Radio Access Networks |
arXiv 2016 |
Edward |
| 10/5/2016 |
Why Should I Trust You?” Explaining the Predictions of Any Classifier |
KDD 2016 |
Kexin |
| 10/19/2016 |
Biscuit: a framework for near-data processing of big data workloads |
ISCA 2016 |
James |
| 10/26/2016 |
Googles Neural Machine Translation System: Bridging the Gap between Human and Machine Translation |
arXiv 2016 |
Tony |
| 11/16/2016 |
Designing Software for Ease of Extension and Contraction |
International Conference on Software Engineering 1978 |
Firas |
| 11/30/2016 |
Halide: A Language and Compiler for Optimizing Parallelism, Locality, and Recomputation in Image Processing Pipelines |
PLDI 2013 |
John |
| 12/07/2016 |
Slicer: Auto-Sharding for Datacenter Applications |
OSDI 2016 |
Deepak |
| 12/13/2016 |
Network Requirements for Resource Disaggregation |
OSDI 2016 |
Shoumik |
| 01/18/2017 |
DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services |
OSDI 2016 |
Kexin |
| 01/27/2017 |
Ibex—An Intelligent Storage Engine with Support for Advanced SQL Off-loading |
VLDB 2014 |
Deepak |
| 02/03/2017 |
YOLO9000: Better, Faster, Stronger |
?? |
Daniel |
| 02/10/2017 |
Generative Adversarial Nets |
NIPS 2014 |
Cody |
| 02/17/2017 |
Learning to learn by gradient descent by gradient descent |
NIPS 2016 |
Firas |
| 02/24/2017 |
VC3: Trustworthy Data Analytics in the Cloud using SGX |
Security & Privacy 2015 |
Dima |
| 03/03/2017 |
Approximated and User Steerable tSNE for Progressive Visual Analytics |
IEEE Visualization 2016 |
Edward |
| 03/10/2017 |
Latte: A Language, Compiler, and Runtime for Elegant and Efficient Deep Neural Networks |
PLDI 2016 |
Shoumik |
| 03/17/2017 |
Brook for GPUs: Stream Computing on Graphics Hardware |
SIGGRAPH 2004 |
James |
| 03/24/2017 |
Learning with Drift Detection |
Brazilian Symposium on Artificial Intelligence 2004 |
Jonathan |
| 04/07/2017 |
Understanding deep learning requires rethinking generalization |
arXiv 2016 |
Sahaana |
| 04/14/2017 |
In-Datacenter Performance Analysis of a Tensor Processing Unit |
Google Cloud Platform Blog |
Kexin |
| 04/21/2017 |
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images |
CVPR 2015 |
Daniel Kang |
| 04/28/2017 |
Roofline: An Insightful Visual Performance Model for Multicore Architectures |
CACM, April 2009 |
Deepak |
| 05/5/2017 |
A Control-Theoretic Approach for Dynamic Adaptive Video Streaming over HTTP |
SIGCOMM 2015 |
Firas |
| 05/12/2017 |
Adaptive Query Processing on RAW Data |
VLDB 2014 |
Edward |
| 05/19/2017 |
Matching Networks for One-Shot Learning |
NIPS 2016 |
Amirata |
| 05/26/2017 |
Adversarial Transformation Networks: Learning to Generate Adversarial Examples |
arXiv 2017 |
Florian |
| 06/2/2017 |
SoK: Cryptographically Protected Database Search |
Oakland S&P 2017 |
Saba |
| 06/9/2017 |
Real-Time Machine Learning: The Missing Pieces |
HotOS 2017 |
James |
| 06/16/2017 |
Understanding and Optimizing Asynchronous Low-Precision Stochastic Gradient Descent |
ISCA 2017 |
Shoumik |
| 06/27/2017 |
The Mythos of Model Interpretability |
WHI @ ICML 2016 |
Kai Sheng |
| 07/11/2017 |
Understanding Black-box Predictions via Influence Functions |
ICML 2017 |
Daniel Kang |
| 07/19/2017 |
Interpretable Decision Sets: A Joint Framework for Description and Prediction |
KDD 2016 |
Sahaana |
| 07/25/2017 |
Enterprise Data Analysis and Visualization: An Interview Study |
IEEE Visualization 2012 |
Cody |
| 07/25/2017 |
imMens: Real‐time Visual Querying of Big Data |
EuroVis 2013 |
Cody |
| 08/01/2017 |
Controlling False Discoveries During Interactive Data Exploration |
SIGMOD 2017 |
Kexin |
| 08/08/2017 |
ActiveClean: Interactive Data Cleaning For Statistical Modeling |
VLDB 2016 |
Edward |
| 08/15/2017 |
Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration |
SIGMOD 2014 |
Firas |
| 08/22/2017 |
Arrakis: The Operating System is the Control Plane |
OSDI 2014 |
Shoumik |
| 08/29/2017 |
EC-Cache: Load Balanced, Low-Latency Cluster Caching with Online Erasure Coding |
OSDI 2016 |
Pratiksha |