Mohammad Alizadeh

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Real-Time Video Inference on Edge Devices via Adaptive Model Streaming.

[BibT_eX]

[DOI]

Pouya Hamadanian

Arash Nasr-Esfahany

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Updating Street Maps using Changes Detected in Satellite Imagery.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Site-to-site internet traffic control.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

2020

Adaptive Neural Signal Detection for Massive MIMO.

[BibT_eX]

[DOI]

Jakob Hoydis

Phil Fleming

IEEE Trans. Wirel. Commun., 2020

Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Cortex: Harnessing Correlations to Boost Query Performance.

[BibT_eX]

[DOI]

CoRR, 2020

Real-world Video Adaptation with Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Bao: Learning to Steer Query Optimizers.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Multi-Dimensional Indexes.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

MIRIS: Fast Object Track Queries in Video.

[BibT_eX]

[DOI]

Favyen Bastani

Arjun Balasingam

Karthik Gopalakrishnan

Proceedings of the 2020 International Conference on Management of Data, 2020

Annulus: A Dual Congestion Control Loop for Datacenter and WAN Traffic Aggregates.

[BibT_eX]

[DOI]

Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Learned garbage collection.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2020

Overload Control for µs-scale RPCs with Breakwater.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

High Throughput Cryptocurrency Routing in Payment Channel Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

ABC: A Simple Explicit Congestion Controller for Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

BeeCluster: drone orchestration via predictive optimization.

[BibT_eX]

[DOI]

Favyen Bastani

Arjun Balasingam

Karthik Gopalakrishnan

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Cost-Guided Cardinality Estimation: Focus Where it Matters.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

Exploiting Channel Locality for Adaptive Massive MIMO Signal Detection.

[BibT_eX]

[DOI]

Jakob Hoydis

Phil Fleming

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Bertha: Tunneling through the Network API.

[BibT_eX]

[DOI]

Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020

Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

RoadTagger: Robust Road Attribute Inference with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Neo: A Learned Query Optimizer.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

A Distributed Algorithm to Calculate Max-Min Fair Rates Without Per-Flow State.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2019

Prism: Scaling Bitcoin by 10, 000x.

[BibT_eX]

[DOI]

CoRR, 2019

Placeto: Learning Generalizable Device Placement Algorithms for Distributed Machine Learning.

[BibT_eX]

[DOI]

Ravichandra Addanki

Shreyan Gupta

CoRR, 2019

ABC: A Simple Explicit Congestion Control Protocol for Wireless Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Datacenter congestion control: identifying what is essential and making it practical.

[BibT_eX]

[DOI]

Aisha Mushtaq

Radhika Mittal

James Murphy McCauley

Sylvia Ratnasamy

Scott Shenker

Comput. Commun. Rev., 2019

End-to-end transport for video QoE fairness.

[BibT_eX]

[DOI]

Vikram Nathan

Ravichandra Addanki

Prateesh Goyal

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Learning scheduling algorithms for data processing clusters.

[BibT_eX]

[DOI]

Malte Schwarzkopf

Zili Meng

Proceedings of the ACM Special Interest Group on Data Communication, 2019

HPCC: high precision congestion control.

[BibT_eX]

[DOI]

Proceedings of the ACM Special Interest Group on Data Communication, 2019

DETER: Deterministic TCP Replay for Performance Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification.

[BibT_eX]

[DOI]

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Park: An Open Platform for Learning-Augmented Computer Systems.

[BibT_eX]

[DOI]

Vikram Nathan

Frank Cangialosi

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Generalizable Device Placement Algorithms for Distributed Machine Learning.

[BibT_eX]

[DOI]

Ravichandra Addanki

Shreyan Gupta

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Variance Reduction for Reinforcement Learning in Input-Driven Environments.

[BibT_eX]

[DOI]

Malte Schwarzkopf

Proceedings of the 7th International Conference on Learning Representations, 2019

Secure Incentivization for Decentralized Content Delivery.

[BibT_eX]

[DOI]

Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

SageDB: A Learned Database System.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

Backpressure Flow Control.

[BibT_eX]

[DOI]

Proceedings of the BS '19: 2019 Workshop on Buffer Sizing, 2019

2018

Costly circuits, submodular schedules and approximate Carathéodory Theorems.

[BibT_eX]

[DOI]

Queueing Syst. Theory Appl., 2018

Graph2Seq: Scalable Learning Dynamics for Graphs.

[BibT_eX]

[DOI]

CoRR, 2018

Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images.

[BibT_eX]

[DOI]

CoRR, 2018

Restructuring endpoint congestion control.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Homa: a receiver-driven low-latency transport protocol using network priorities.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

Routing Cryptocurrency with the Spider Network.

[BibT_eX]

[DOI]

Giulia Fanti

Proceedings of the 17th ACM Workshop on Hot Topics in Networks, 2018

RoadRunner: improving the precision of road network inference from GPS trajectories.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Machine-assisted map editing.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

RoadTracer: Automatic Extraction of Road Networks From Aerial Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Elasticity Detection: A Building Block for Delay-Sensitive Congestion Control.

[BibT_eX]

[DOI]

Proceedings of the Applied Networking Research Workshop, 2018

2017

A study of methods for estimating in the exponentiated Gumbel distribution.

[BibT_eX]

[DOI]

J. Stat. Theory Appl., 2017

Flashield: a Key-value Cache that Minimizes Writes to Flash.

[BibT_eX]

[DOI]

CoRR, 2017

Demonstration of the Marple System for Network Performance Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Posters and Demos Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Language-Directed Hardware Design for Network Performance Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Neural Adaptive Video Streaming with Pensieve.

[BibT_eX]

[DOI]

Ravi Netravali

Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

dRMT: Disaggregated Programmable Switching.

[BibT_eX]

[DOI]

Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Let It Flow: Resilient Asymmetric Load Balancing with Flowlet Switching.

[BibT_eX]

[DOI]

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

The Case for Moving Congestion Control Out of the Datapath.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

Rethinking Congestion Control for Cellular Networks.

[BibT_eX]

[DOI]

Prateesh Goyal

Hari Balakrishnan

Proceedings of the 16th ACM Workshop on Hot Topics in Networks, Palo Alto, CA, USA, 2017

Fast and Smart Network Resource Management for Datacenters and Beyond.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016

Network Latency Control in Data Centres (Dagstuhl Seminar 16281).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2016

Programmable Packet Scheduling.

[BibT_eX]

[DOI]

CoRR, 2016

Programmable Packet Scheduling at Line Rate.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Packet Transactions: High-Level Programming for Line-Rate Switches.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

NUMFabric: Fast and Flexible Bandwidth Allocation in Datacenters.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Scheduling Mix-flows in Commodity Datacenters with Karuna.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Cliffhanger: Scaling Performance Cliffs in Web Memory Caches.

[BibT_eX]

[DOI]

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

Hardware-Software Co-Design for Network Performance Measurement.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Resource Management with Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Juggler: a practical reordering resilient network stack for datacenters.

[BibT_eX]

[DOI]

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2015

Costly Circuits, Submodular Schedules: Hybrid Switch Scheduling for Data Centers.

[BibT_eX]

[DOI]

CoRR, 2015

Packet Transactions: A Programming Model for Data-Plane Algorithms at Hardware Speed.

[BibT_eX]

[DOI]

CoRR, 2015

Dynacache: Dynamic Cloud Caching.

[BibT_eX]

[DOI]

Proceedings of the 7th USENIX Workshop on Hot Topics in Storage and File Systems, 2015

Towards Programmable Packet Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM Workshop on Hot Topics in Networks, Philadelphia, PA, USA, November 16, 2015

High Speed Networks Need Proactive Congestion Control.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM Workshop on Hot Topics in Networks, Philadelphia, PA, USA, November 16, 2015

2014

Millions of little minions: using packets for low latency network programming and visibility.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

CONGA: distributed congestion-aware load balancing for datacenters.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Perceptron Algorithm for Channel Shortening in OFDM System with Multipath Fading Channels.

[BibT_eX]

[DOI]

Saeed Ghazi-Maghrebi

Amir Atashbar

Proceedings of the 2014 European Modelling Symposium, Pisa, Italy, October 21-23, 2014, 2014

2013

pFabric: minimal near-optimal datacenter transport.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

EyeQ: Practical Network Performance Isolation at the Edge.

[BibT_eX]

[DOI]

Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

Tiny packet programs for low-latency network control and monitoring.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013

On the Data Path Performance of Leaf-Spine Datacenter Fabrics.

[BibT_eX]

[DOI]

Tom Edsall

Proceedings of the IEEE 21st Annual Symposium on High-Performance Interconnects, 2013

2012

Versatile refresh: low complexity refresh scheduling for high-throughput multi-banked eDRAM.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

Less Is More: Trading a Little Bandwidth for Ultra-Low Latency in the Data Center.

[BibT_eX]

[DOI]

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Deconstructing datacenter packet transport.

[BibT_eX]

[DOI]

Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

EyeQ: Practical Network Performance Isolation for the Multi-tenant Cloud.

[BibT_eX]

[DOI]

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

2011

Stability analysis of QCN: the averaging principle.

[BibT_eX]

[DOI]

Proceedings of the SIGMETRICS 2011, 2011

Analysis of DCTCP: stability, convergence, and fairness.

[BibT_eX]

[DOI]