Rodrigo Fonseca

Orcid: 0000-0001-9662-2661

Affiliations:
  • Microsoft Research, USA
  • Brown University, USA
  • University of California, Berkeley, USA


According to our database1, Rodrigo Fonseca authored at least 91 papers between 1998 and 2024.

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Bibliography

2024
Exploring LLM-based Agents for Root Cause Analysis.
CoRR, 2024

Junctiond: Extending FaaS Runtimes with Kernel-Bypass.
CoRR, 2024

Making Kernel Bypass Practical for the Cloud with Junction.
Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

2023
PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis.
CoRR, 2023

Understanding the Neglected Cost of Serverless Cluster Management.
Proceedings of the 4th Workshop on Resource Disaggregation and Serverless, 2023

SelfTune: Tuning Cluster Managers.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

A Holistic View of AI-driven Network Incident Management.
Proceedings of the 22nd ACM Workshop on Hot Topics in Networks, 2023

Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms.
Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

Palette Load Balancing: Locality Hints for Serverless Functions.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023

With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023

2022
Sample-Efficient Neural Architecture Search by Learning Actions for Monte Carlo Tree Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

TIPSY: predicting where traffic will ingress a WAN.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

2021
Faster and Cheaper Serverless Computing on Harvested Resources.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Few-Shot Neural Architecture Search.
Proceedings of the 38th International Conference on Machine Learning, 2021

Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
Open Characterization and Optimization of the Serverless Workload at a Large Cloud Provider Source Project Health.
login Usenix Mag., 2020

Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020

Accuracy, Scalability, Coverage: A Practical Configuration Verifier on a Global WAN.
Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

sysfilter: Automated System Call Filtering for Commodity Software.
Proceedings of the 23rd International Symposium on Research in Attacks, 2020

Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

FFT-based Gradient Sparsification for the Distributed Training of Deep Neural Networks.
Proceedings of the HPDC '20: The 29th International Symposium on High-Performance Parallel and Distributed Computing, 2020

Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sample-Efficient Neural Architecture Search by Learning Action Space.
CoRR, 2019

AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search.
CoRR, 2019

FITing-Tree: A Data-aware Index Structure.
Proceedings of the 2019 International Conference on Management of Data, 2019

Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks.
Proceedings of the 2019 International Conference on Management of Data, 2019

dShark: A General, Easy to Program and Scalable Framework for Analyzing In-network Packet Traces.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Scanning the Internet for ROS: A View of Security in Robotics Research.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks.
CoRR, 2018

A-Tree: A Bounded Approximate Index Structure.
CoRR, 2018

Universal context propagation for distributed system instrumentation.
Proceedings of the Thirteenth EuroSys Conference, 2018

Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
Pivot Tracing: Dynamic Causal Monitoring for Distributed Systems.
ACM Trans. Comput. Syst., 2017

HyperDrive: exploring hyperparameters with POP scheduling.
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Toward Usable Network Traffic Policies for IoT Devices in Consumer Networks.
Proceedings of the 2017 Workshop on Internet of Things Security and Privacy, 2017

2016
Compiling Stateful Network Properties for Runtime Verification.
CoRR, 2016

2DFQ: Two-Dimensional Fair Queuing for Multi-Tenant Cloud Services.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Client-Driven Network-level QoE fairness for Encrypted 'DASH-S'.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016

Switches are Monitors Too!: Stateful Property Monitoring as a Switch Design Criterion.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Towards a Network Marketplace in a Cloud.
Proceedings of the 8th USENIX Workshop on Hot Topics in Cloud Computing, 2016

Efficient queue management for cluster scheduling.
Proceedings of the Eleventh European Conference on Computer Systems, 2016

Principled workflow-centric tracing of distributed systems.
Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015
Selectively Taming Background Android Apps to Improve Battery Lifetime.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Fence: Protecting Device Availability With Uniform Resource Control.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Simon: scriptable interactive monitoring for SDNs.
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

Exodus: toward automatic migration of enterprise network configurations to SDNs.
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

Retro: Targeted Resource Management in Multi-tenant Distributed Systems.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

2014
Planck: millisecond-scale monitoring and control for commodity networks.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

Low-latency Network Monitoring via Oversubscribed Port Mirroring.
Proceedings of the Open Networking Summit 2014 - Research Track, 2014

Towards General-Purpose Resource Management in Shared Cloud Services.
Proceedings of the 10th Workshop on Hot Topics in System Dependability, 2014

2013
CTP: An efficient, robust, and reliable collection tree protocol for wireless sensor networks.
ACM Trans. Sens. Networks, 2013

Application modes: a narrow interface for end-user power management in mobile devices.
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications, 2013

Participatory networking: an API for application control of SDNs.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Growth analysis of a large ISP.
Proceedings of the 2013 Internet Measurement Conference, 2013

On the Effectiveness of Energy Metering on Every Node.
Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

2012
Hierarchical policies for software defined networks.
Proceedings of the first workshop on Hot topics in software defined networks, 2012

Participatory Networking.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Management of Internet, 2012

Jockey: guaranteed job latency in data parallel clusters.
Proceedings of the European Conference on Computer Systems, 2012

Managing parallelism for stream processing in the cloud.
Proceedings of the 1st International Workshop on Hot Topics in Cloud Data Processing, 2012

PARMA: a parallel randomized algorithm for approximate association rules mining in MapReduce.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010
Network-wide energy profiling of CTP.
Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010

Experiences with Tracing Causality in Networked Services.
Proceedings of the 2010 Internet Network Management Workshop / Workshop on Research on Enterprise Networking, 2010

Inferring router statistics with IP timestamps.
Proceedings of the ACM CoNEXT Student Workshop, 2010

2009
Adaptively Parallelizing Distributed Range Queries.
Proc. VLDB Endow., 2009

Building a Cloud for Yahoo!
IEEE Data Eng. Bull., 2009

Collection tree protocol.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

2008
Quanto: Tracking Energy in Networked Embedded Systems.
Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, 2008

2007
Flush: a reliable bulk transport protocol for multihop wireless networks.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

X-Trace: A Pervasive Network Tracing Framework.
Proceedings of the 4th Symposium on Networked Systems Design and Implementation (NSDI 2007), 2007

Beacon location service: a location service for point-to-point routing in wireless sensor networks.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Four-Bit Wireless Link Estimation.
Proceedings of the 6th ACM Workshop on Hot Topics in Networks, 2007

2006
A Modular Network Layer for Sensornets.
Proceedings of the 7th Symposium on Operating Systems Design and Implementation (OSDI '06), 2006

Bayesian Networks: an Exploratory Tool for Understanding ICT Adoption.
Proceedings of the 2006 International Conference on Information and Communication Technologies and Development, 2006

Computing Devices for All: Creating and Selling the Low-Cost Computer.
Proceedings of the 2006 International Conference on Information and Communication Technologies and Development, 2006

2005
Locality in a web of streams.
Commun. ACM, 2005

Measuring Bandwidth Between PlanetLab Nodes.
Proceedings of the Passive and Active Network Measurement, 6th International Workshop, 2005

Beacon Vector Routing: Scalable Point-to-Point Routing in Wireless Sensornets.
Proceedings of the 2nd Symposium on Networked Systems Design and Implementation (NSDI 2005), 2005

Distributed querying of Internet distance information.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Towards a Sensor Network Architecture: Lowering the Waistline.
Proceedings of HotOS'05: 10th Workshop on Hot Topics in Operating Systems, 2005

2004
Reliable transfer on wireless sensor networks.
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004

Characterizing Selfishly Constructed Overlay Routing Networks.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

2003
A hierarchical and multiscale approach to analyze E-business workloads.
Perform. Evaluation, 2003

On the Intrinsic Locality Properties of Web Reference Streams.
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

2001
Analyzing robot behavior in e-business sites.
Proceedings of the Joint International Conference on Measurements and Modeling of Computer Systems, 2001

Rank-Preserving Two-Level Caching for Scalable Search Engines.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

2000
Resource management policies for e-commerce servers.
SIGMETRICS Perform. Evaluation Rev., 2000

Business-oriented resource management policies for e-commerce servers.
Perform. Evaluation, 2000

E-Representative: A Scalability Scheme for E-Commerce.
Proceedings of the Second International Workshop on Advance Issues of E-Commerce and Web-Based Information Systems (WECWIS 2000), 2000

In search of invariants for e-business workloads.
Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000

1999
A methodology for workload characterization of E-commerce sites.
Proceedings of the First ACM Conference on Electronic Commerce (EC-99), 1999

1998
The Influence of Geographical and Cultural Issues on the Cache Proxy Server Workload.
Comput. Networks, 1998


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