Sachin Katti

Affiliations:
  • Stanford University, USA


According to our database1, Sachin Katti authored at least 111 papers between 2003 and 2023.

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Bibliography

2023
Machine Learning Sensors.
Commun. ACM, November, 2023

Co-design of communication and machine inference for cloud robotics.
Auton. Robots, June, 2023

2022
Machine Learning Sensors.
CoRR, 2022

An Interactive Annotation Tool for Perceptual Video Compression.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

ML-EXray: Visibility into ML Deployment on the Edge.
Proceedings of Machine Learning and Systems 2022, 2022

Trust-free service measurement and payments for decentralized cellular networks.
Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022

2021
Personalized Federated Learning of Driver Prediction Models for Autonomous Driving.
CoRR, 2021

Network offloading policies for cloud robotics: a learning-based approach.
Auton. Robots, 2021

Co-Design of Communication and Machine Inference for Cloud Robotics.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Data Sharing and Compression for Cooperative Networked Control.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Characterizing and Taming Model Instability Across Edge Devices.
Proceedings of Machine Learning and Systems 2021, 2021

2020
Task-relevant Representation Learning for Networked Robotic Perception.
CoRR, 2020

Starfish: resilient image compression for AIoT cameras.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Sampling Training Data for Continual Learning Between Robots and the Cloud.
Proceedings of the Experimental Robotics - The 17th International Symposium, 2020

Demo Abstract: RF Soil Moisture Sensing via Radar Backscatter Tags.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

Time-of-Flight Soil Moisture Estimation Using RF Backscatter Tags.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Multi-agent Reinforcement Learning for Networked System Control.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Light-Field for RF.
CoRR, 2019

Democratizing the Network Edge.
Comput. Commun. Rev., 2019

XORs in the past and future.
Comput. Commun. Rev., 2019

Towards Self-Driving Radios: Physical-Layer Control using Deep Reinforcement Learning.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Dejavu: Enhancing Videoconferencing with Prior Knowledge.
Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Flashield: a Hybrid Key-value Cache that Controls Flash Write Amplification.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Detecting if LTE is the Bottleneck with BurstTracker.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Bandana: Using Non-Volatile Memory for Storing Deep Learning Models.
Proceedings of Machine Learning and Systems 2019, 2019

Wireless computer vision using commodity radios.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

2018
Trevor: Automatic configuration and scaling of stream processing pipelines.
CoRR, 2018

Position Tracking for Virtual Reality Using Commodity WiFi.
Proceedings of the 10th on Wireless of the Students, 2018

Neural Networks Meet Physical Networks: Distributed Inference Between Edge Devices and the Cloud.
Proceedings of the 17th ACM Workshop on Hot Topics in Networks, 2018

Reducing DRAM footprint with NVM in facebook.
Proceedings of the Thirteenth EuroSys Conference, 2018

Cellular Network Traffic Scheduling With Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Scaling Mobile Network Capacity Aggressively with QuickC.
GetMobile Mob. Comput. Commun., 2017

Flashield: a Key-value Cache that Minimizes Writes to Flash.
CoRR, 2017

Demo: Position Tracking for Virtual Reality Using Commodity WiFi.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Poster: Broadcast LTE Data Reveals Application Type.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

FreeRider: Backscatter Communication Using Commodity Radios.
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

Localizing Low-power Backscatter Tags Using Commodity WiFi.
Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

AppSwitch: Application-layer Load Balancing within a Software Switch.
Proceedings of the First Asia-Pacific Workshop on Networking, 2017

2016
Programmable Packet Scheduling.
CoRR, 2016

Parallel Graph Processing: Prejudice and State of the Art.
Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Enabling Backscatter Communication among Commodity WiFi Radios.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Neutral Net Neutrality.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Programmable Packet Scheduling at Line Rate.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

NUMFabric: Fast and Flexible Bandwidth Allocation in Datacenters.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

HitchHike: Practical Backscatter Using Commodity WiFi.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Cliffhanger: Scaling Performance Cliffs in Web Memory Caches.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

QuickC: practical sub-millisecond transport for small cells.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

Parallel Graph Processing on Modern Multi-core Servers: New Findings and Remaining Challenges.
Proceedings of the 24th IEEE International Symposium on Modeling, 2016

2015
Tiered Replication: A Cost-effective Alternative to Full Cluster Geo-replication.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

SpotFi: Decimeter Level Localization Using WiFi.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

BackFi: High Throughput WiFi Backscatter.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

WiDeo: Fine-grained Device-free Motion Tracing using RF Backscatter.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Atomix: A Framework for Deploying Signal Processing Applications on Wireless Infrastructure.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Towards Programmable Packet Scheduling.
Proceedings of the 14th ACM Workshop on Hot Topics in Networks, Philadelphia, PA, USA, November 16, 2015

High Speed Networks Need Proactive Congestion Control.
Proceedings of the 14th ACM Workshop on Hot Topics in Networks, Philadelphia, PA, USA, November 16, 2015

Dynacache: Dynamic Cloud Caching.
Proceedings of the 7th USENIX Workshop on Hot Topics in Cloud Computing, 2015

2014
BeHop: A Testbed for Dense WiFi Networks.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2014

A low-latency control plane for dense cellular networks.
CoRR, 2014

Applications of self-interference cancellation in 5G and beyond.
IEEE Commun. Mag., 2014

ProCel: smart traffic handling for a scalable software EPC.
Proceedings of the third workshop on Hot topics in software defined networking, 2014

RadioVisor: a slicing plane for radio access networks.
Proceedings of the third workshop on Hot topics in software defined networking, 2014

FastForward: fast and constructive full duplex relays.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Robust full duplex radio link.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

SDN for Dense WiFi Networks.
Proceedings of the Open Networking Summit 2014 - Research Track, 2014

RadioVisor: A Slicing Plane for Radio Access Networks.
Proceedings of the Open Networking Summit 2014 - Research Track, 2014

Full Duplex MIMO Radios.
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, 2014

2013
Copysets: Reducing the Frequency of Data Loss in Cloud Storage.
Proceedings of the 2013 USENIX Annual Technical Conference, 2013

SoftRAN: software defined radio access network.
Proceedings of the Second ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking, 2013

Full duplex radios.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

pFabric: minimal near-optimal datacenter transport.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

PinPoint: Localizing Interfering Radios.
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

Late-binding: how to lose fewer packets during handoff.
Proceedings of the Proceeding of the 2013 Workshop on Cellular Networks: Operations, 2013

Full duplex backscatter.
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks, 2013

Scheduling packets over multiple interfaces while respecting user preferences.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

Full duplex radios: from impossibility to practice.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2013

2012
Making use of all the networks around us: a case study in android.
Comput. Commun. Rev., 2012

Multi-server generalized processor sharing.
Proceedings of the 24th International Teletraffic Congress, 2012

Picasso: flexible RF and spectrum slicing.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Flashback: decoupled lightweight wireless control.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

OpenRadio: a programmable wireless dataplane.
Proceedings of the first workshop on Hot topics in software defined networks, 2012

AutoMAC: rateless wireless concurrent medium access.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

Putting home users in charge of their network.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Deconstructing datacenter packet transport.
Proceedings of the 11th ACM Workshop on Hot Topics in Networks, 2012

Beyond full duplex wireless.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
MARS: adaptive remote execution for multi-threaded mobile devices.
Proceedings of the 3rd ACM SOSP Workshop on Networking, 2011

Slicing home networks.
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks, 2011

DOF: a local wireless information plane.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Strider: automatic rate adaptation and collision handling.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

Single channel, full-duplex wireless.
Proceedings of the 9th International Conference on Embedded Networked Sensor Systems, 2011

Practical, real-time, full duplex wireless.
Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

FlexCast: graceful wireless video streaming.
Proceedings of the 17th Annual International Conference on Mobile Computing and Networking, 2011

Picasso: full duplex signal shaping to exploit fragmented spectrum.
Proceedings of the Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), 2011

Wireless network coding: invited talk.
Proceedings of the FOMC'11, 2011

2010
Delivering capacity for the mobile internet by stitching together networks.
Proceedings of the 2010 ACM workshop on Wireless of the students, 2010

Cognitive spatial degrees of freedom estimation via compressive sensing.
Proceedings of the 2010 ACM Workshop on Cognitive Radio Networks, CoRoNet@MOBICOM 2010, 2010

Achieving single channel, full duplex wireless communication.
Proceedings of the 16th Annual International Conference on Mobile Computing and Networking, 2010

Automatic rate adaptation.
Proceedings of the 9th ACM Workshop on Hot Topics in Networks. HotNets 2010, Monterey, CA, USA - October 20, 2010

2008
Network coded wireless architecture.
PhD thesis, 2008

XORs in the air: practical wireless network coding.
IEEE/ACM Trans. Netw., 2008

Resilient Network Coding in the Presence of Byzantine Adversaries.
IEEE Trans. Inf. Theory, 2008

Symbol-level network coding for wireless mesh networks.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

2007
Embracing wireless interference: analog network coding.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Trading structure for randomness in wireless opportunistic routing.
Proceedings of the ACM SIGCOMM 2007 Conference on Applications, 2007

Information Slicing: Anonymity Using Unreliable Overlays.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Joint Relaying and Network Coding in Wireless Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Resilient Network Coding in the Presence of Byzantine Adversaries.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

MIXIT: The Network Meets the Wireless Channel.
Proceedings of the 6th ACM Workshop on Hot Topics in Networks, 2007

2005
Using TCP flow-aggregation to enhance data experience of cellular wireless users.
IEEE J. Sel. Areas Commun., 2005

Collaborating Against Common Enemies.
Proceedings of the 5th Internet Measurement Conference, 2005

2004
MultiQ: automated detection of multiple bottleneck capacities along a path.
Proceedings of the 4th ACM SIGCOMM Internet Measurement Conference, 2004

2003
Flow Aggregation for Enhanced TCP over Wide Area Wireless.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003


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