Randy H. Katz

Publication Activity (10 Years)

Years Active: 1979-2022
Publications (10 Years): 26

Top Venues

SoCC

CoRR

BuildSys@SenSys

PerCom Workshops

Publications

Nathan Pemberton, Anton Zabreyko, Zhoujie Ding, Randy H. Katz, Joseph Gonzalez
Kernel-as-a-Service: A Serverless Interface to GPUs. CoRR (2022)
John Kolb, Moustafa AbdelBaky, Randy H. Katz, David E. Culler
Core Concepts, Challenges, and Future Directions in Blockchain: A Centralized Tutorial. ACM Comput. Surv. 53 (1) (2020)
Sagar Karandikar, Albert J. Ou, Alon Amid, Howard Mao, Randy H. Katz, Borivoje Nikolic, Krste Asanovic
FirePerf: FPGA-Accelerated Full-System Hardware/Software Performance Profiling and Co-Design. ASPLOS (2020)
Randal E. Bryant, Randy H. Katz, Chase Hensel, Erwin P. Gianchandani
From Data to Knowledge to Action: Enabling the Smart Grid. CoRR (2020)
João Carreira, Pedro Fonseca, Alexey Tumanov, Andrew Zhang, Randy H. Katz
Cirrus: a Serverless Framework for End-to-end ML Workflows. SoCC (2019)
Jesse Zhang, Jack Sullivan, Vasudev Venkatesh P. B., Kyle Tse, Andy Yan, John Leyden, Kalyanaraman Shankari, Randy H. Katz
TripAware: Emotional and Informational Approaches to Encourage Sustainable Transportation via Mobile Applications. BuildSys@SenSys (2019)
Joao Carreira, Randy H. Katz, Pedro Fonseca, Andrew Zhang, Alexey Tumanov
Cirrus: a Serverless Framework for End-to-end ML Workflows. SoCC (2019)
Kaifei Chen, Tong Li, Hyung-Sin Kim, David E. Culler, Randy H. Katz
MARVEL: Enabling Mobile Augmented Reality with Low Energy and Low Latency. SenSys (2018)
Sagar Karandikar, Howard Mao, Donggyu Kim, David Biancolin, Alon Amid, Dayeol Lee, Nathan Pemberton, Emmanuel Amaro, Colin Schmidt, Aditya Chopra, Qijing Huang, Kyle Kovacs, Borivoje Nikolic, Randy H. Katz, Jonathan Bachrach, Krste Asanovic
FireSim: FPGA-Accelerated Cycle-Exact Scale-Out System Simulation in the Public Cloud. ISCA (2018)
Michael P. Andersen, John Kolb, Kaifei Chen, Gabe Fierro, David E. Culler, Randy H. Katz
Democratizing Authority in the Built Environment. ACM Trans. Sens. Networks 14 (3-4) (2018)
Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel
A Berkeley View of Systems Challenges for AI. CoRR (2017)
Michael P. Andersen, John Kolb, Kaifei Chen, David E. Culler, Randy H. Katz
Democratizing authority in the built environment. BuildSys@SenSys (2017)
Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph E. Gonzalez, Burton Smith, Randy H. Katz
VM across multiple public clouds: a data-driven performance modeling approach. SoCC (2017)
Jayanta Basak, Randy H. Katz
Significance of Disk Failure Prediction in Datacenters. CoRR (2017)
Kaifei Chen, Jonathan Fürst, John Kolb, Hyung-Sin Kim, Xin Jin, David E. Culler, Randy H. Katz
SnapLink: Fast and Accurate Vision-Based Appliance Control in Large Commercial Buildings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (4) (2017)
Jonathan Fürst, Kaifei Chen, Randy H. Katz, Philippe Bonnet
Crowd-sourced BMS point matching and metadata maintenance with Babel. PerCom Workshops (2016)
Cathy Wu, Kalyanaraman Shankari, Ece Kamar, Randy H. Katz, David E. Culler, Christos H. Papadimitriou, Eric Horvitz, Alexandre M. Bayen
Optimizing the diamond lane: A more tractable carpool problem and algorithms. ITSC (2016)
Kaifei Chen, Siyuan He, Bei Di Chen, John Kolb, Randy H. Katz, David E. Culler
BearLoc: A Composable Distributed Framework for Indoor Localization Systems. IoT-Sys@MobiSys (2015)
Ramana Reddy, Atish Kathpal, Jayanta Basak, Randy H. Katz
Data layout for power efficient archival storage systems. HotPower@SOSP (2015)
Jonathan Fürst, Kaifei Chen, Randy H. Katz, Philippe Bonnet
Demo Abstract: Human-in-the-loop BMS Point Matching and Metadata Labeling with Babel. BuildSys@SenSys (2015)
Randy H. Katz
Adaptation and Mobility in Wireless Information Systems: After 20 Years. GetMobile Mob. Comput. Commun. 19 (3) (2015)
Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz
Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. BuildSys@SenSys (2015)
Hans-Arno Jacobsen, Randy H. Katz, Hartmut Schmeck, Christoph Goebel
Smart Buildings and Smart Grids (Dagstuhl Seminar 15091). Dagstuhl Reports 5 (2) (2015)
Neeraja Jayant Yadwadkar, Bharath Hariharan, Joseph Gonzalez, Randy H. Katz
Faster Jobs in Distributed Data Processing using Multi-Task Learning. SDM (2015)
Kalyanaraman Shankari, Mogeng Yin, David E. Culler, Randy H. Katz
E-mission: Automated transportation emission calculation using smartphones. PerCom Workshops (2015)
David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat
FastLane: making short flows shorter with agile drop notification. SoCC (2015)
Randy H. Katz
EduPar Keynote. IPDPS Workshops (2014)
Sara Alspaugh, Bei Di Chen, Jessica Lin, Archana Ganapathi, Marti A. Hearst, Randy H. Katz
Analyzing Log Analysis: An Empirical Study of User Log Mining. LISA (2014)
Neeraja Jayant Yadwadkar, Ganesh Ananthanarayanan, Randy H. Katz
Wrangler: Predictable and Faster Jobs using Fewer Resources. SoCC (2014)
Victor Bahl, Leonard Kleinrock, Randy H. Katz, Imrich Chlamtac
Applying the lessons learnt for navigating the future: a conversation with the pioneers. MobiCom (2014)
Lakshminarayanan Subramanian, Sanjit Biswas, Gaetano Borriello, Prabal Dutta, Dina Katabi, Randy H. Katz
Tackling societal grand challenges using mobile computing. MobiCom (2014)
Charles Reiss, Randy H. Katz
Recommending just enough memory for analytics. SoCC (2013)
Ariel Rabkin, Charles Reiss, Randy H. Katz, David A. Patterson
Using clouds for MapReduce measurement assignments. ACM Trans. Comput. Educ. 13 (1) (2013)
Sara Alspaugh, Marti A. Hearst, Archana Ganapathi, Randy H. Katz
Building blocks for exploratory data analysis tools. IDEA@KDD (2013)
Sharon Barkai, Randy H. Katz, Dino Farinacci, David Meyer
Software defined flow-mapping for scaling virtualized network functions. HotSDN (2013)
Yanpei Chen, Sara Alspaugh, Randy H. Katz
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads. Proc. VLDB Endow. 5 (12) (2012)
Yanpei Chen, Sara Alspaugh, Randy H. Katz
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads CoRR (2012)
Yanpei Chen, Francois Raab, Randy H. Katz
From TPC-C to Big Data Benchmarks: A Functional Workload Model. WBDB (2012)
Stephen Dawson-Haggerty, Jorge Ortiz, Jason Trager, David E. Culler, Randy H. Katz
Energy Savings and the "Software-Defined" Building. IEEE Des. Test Comput. 29 (4) (2012)
Jay Taneja, Randy H. Katz, David E. Culler
Defining CPS Challenges in a Sustainable Electricity Grid. ICCPS (2012)
Yanpei Chen, Rean Griffith, David Zats, Anthony D. Joseph, Randy H. Katz
Understanding TCP Incast and Its Implications for Big Data Workloads. login Usenix Mag. 37 (3) (2012)
Yanpei Chen, Sara Alspaugh, Dhruba Borthakur, Randy H. Katz
Energy efficiency for large-scale MapReduce workloads with significant interactive analysis. EuroSys (2012)
Ariel Rabkin, Charles Reiss, Randy H. Katz, David A. Patterson
Experiences teaching MapReduce in the cloud. SIGCSE (2012)
Charles Reiss, Alexey Tumanov, Gregory R. Ganger, Randy H. Katz, Michael A. Kozuch
Heterogeneity and dynamicity of clouds at scale: Google trace analysis. SoCC (2012)
David Zats, Tathagata Das, Prashanth Mohan, Dhruba Borthakur, Randy H. Katz
DeTail: reducing the flow completion time tail in datacenter networks. SIGCOMM (2012)
Andrew Wang, Shivaram Venkataraman, Sara Alspaugh, Randy H. Katz, Ion Stoica
Cake: enabling high-level SLOs on shared storage systems. SoCC (2012)
Andrew Wang, Shivaram Venkataraman, Sara Alspaugh, Ion Stoica, Randy H. Katz
Sweet Storage SLOs with Frosting. HotCloud (2012)
Andrew Krioukov, Christoph Goebel, Sara Alspaugh, Yanpei Chen, David E. Culler, Randy H. Katz
Integrating Renewable Energy Using Data Analytics Systems: Challenges and Opportunities. IEEE Data Eng. Bull. 34 (1) (2011)
Ariel Rabkin, Randy H. Katz
Precomputing possible configuration error diagnoses. ASE (2011)
Yanpei Chen, Archana Ganapathi, Rean Griffith, Randy H. Katz
The Case for Evaluating MapReduce Performance Using Workload Suites. MASCOTS (2011)
Andrew Krioukov, Prashanth Mohan, Sara Alspaugh, Laura Keys, David E. Culler, Randy H. Katz
NapSAC: design and implementation of a power-proportional web cluster. Comput. Commun. Rev. 41 (1) (2011)
Yanpei Chen, Kiran Srinivasan, Garth R. Goodson, Randy H. Katz
Design implications for enterprise storage systems via multi-dimensional trace analysis. SOSP (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center. NSDI (2011)
Gunho Lee, Niraj Tolia, Parthasarathy Ranganathan, Randy H. Katz
Topology-aware resource allocation for data-intensive workloads. Comput. Commun. Rev. 41 (1) (2011)
Gunho Lee, Randy H. Katz
Heterogeneity-Aware Resource Allocation and Scheduling in the Cloud. HotCloud (2011)
Ariel Rabkin, Randy H. Katz
Static extraction of program configuration options. ICSE (2011)
Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
Mesos: Flexible Resource Sharing for the Cloud. login Usenix Mag. 36 (4) (2011)
Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica
The Datacenter Needs an Operating System. HotCloud (2011)
Yanpei Chen, Archana Ganapathi, Randy H. Katz
Challenges and Opportunities for Managing Data Systems Using Statistical Models. IEEE Data Eng. Bull. 34 (4) (2011)
Randy H. Katz, David E. Culler, Seth Sanders, Sara Alspaugh, Yanpei Chen, Stephen Dawson-Haggerty, Prabal Dutta, Mike He, Xiaofan Jiang, Laura Keys, Andrew Krioukov, Ken Lutz, Jorge Ortiz, Prashanth Mohan, Evan Reutzel, Jay Taneja, Jeff Hsu, Sushant Shankar
An information-centric energy infrastructure: The Berkeley view. Sustain. Comput. Informatics Syst. 1 (1) (2011)
Raouf Boutaba, Jean-Philippe Martin-Flatin, Joseph L. Hellerstein, Randy H. Katz, George Pavlou, Chin-Tau Lea
Recent advances in autonomic communications [Guest Editorial]. IEEE J. Sel. Areas Commun. 28 (1) (2010)
Yanpei Chen, Archana Ganapathi, Randy H. Katz
To compress or not to compress - compute vs. IO tradeoffs for mapreduce energy efficiency. Green Networking (2010)
Ariel Rabkin, Randy H. Katz
Chukwa: A System for Reliable Large-Scale Log Collection. LISA (2010)
Archana Ganapathi, Yanpei Chen, Armando Fox, Randy H. Katz, David A. Patterson
Statistics-driven workload modeling for the Cloud. ICDE Workshops (2010)
Byung-Gon Chun, Gianluca Iannaccone, Giuseppe Iannaccone, Randy H. Katz, Gunho Lee, Luca Niccolini
An energy case for hybrid datacenters. ACM SIGOPS Oper. Syst. Rev. 44 (1) (2010)
Andrew Krioukov, Prashanth Mohan, Sara Alspaugh, Laura Keys, David E. Culler, Randy H. Katz
NapSAC: design and implementation of a power-proportional web cluster. Green Networking (2010)
Gunho Lee, Niraj Tolia, Parthasarathy Ranganathan, Randy H. Katz
Topology-aware resource allocation for data-intensive workloads. ApSys (2010)
Randy H. Katz
RAID: A Personal Recollection of How Storage Became a System. IEEE Ann. Hist. Comput. 32 (4) (2010)
Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andy Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia
A view of cloud computing. Commun. ACM 53 (4) (2010)
Eric Benhamou, Jon Eisenberg, Randy H. Katz
Assessing the changing U.S. IT R&D ecosystem. Commun. ACM 53 (2) (2010)
Ariel Rabkin, Wei Xu, Avani Wildani, Armando Fox, David A. Patterson, Randy H. Katz
A Graphical Representation for Identifier Structure in Logs. SLAML (2010)
Yanpei Chen, Rean Griffith, Junda Liu, Randy H. Katz, Anthony D. Joseph
Understanding TCP incast throughput collapse in datacenter networks. WREN (2009)
Randy H. Katz
A computer scientist looks at the energy problem. IUCS (2009)
Jonathan D. Ellithorpe, Zhangxi Tan, Randy H. Katz
Internet-in-a-Box: emulating datacenter network architectures using FPGAs. DAC (2009)
Randy H. Katz
What if the Energy Grid Were Designed Like the Internet? HotPower (2008)
Yanpei Chen, Tracy Xiaoxiao Wang, Randy H. Katz
Energy efficient Ethernet encodings. LCN (2008)
Ganesh Ananthanarayanan, Randy H. Katz
Greening the Switch. HotPower (2008)
Matei Zaharia, Andy Konwinski, Anthony D. Joseph, Randy H. Katz, Ion Stoica
Improving MapReduce Performance in Heterogeneous Environments. OSDI (2008)
Yan Chen, David Bindel, Han Hee Song, Randy H. Katz
Algebra-based scalable overlay network monitoring: algorithms, evaluation, and applications. IEEE/ACM Trans. Netw. 15 (5) (2007)
Rodrigo Fonseca, George Porter, Randy H. Katz, Scott Shenker, Ion Stoica
X-Trace: A Pervasive Network Tracing Framework. NSDI (2007)
Li Yin, Sandeep Uttamchandani, Randy H. Katz
An Empirical Exploration of Black-Box Performance Models for Storage Systems. MASCOTS (2006)
Fang Yu, T. V. Lakshman, Martin Austin Motoyama, Randy H. Katz
Efficient Multimatch Packet Classification for Network Security Applications. IEEE J. Sel. Areas Commun. 24 (10) (2006)
Fang Yu, Zhifeng Chen, Yanlei Diao, T. V. Lakshman, Randy H. Katz
Fast and memory-efficient regular expression matching for deep packet inspection. ANCS (2006)
George Porter, Randy H. Katz
Effective web service load balancing through statistical monitoring. Commun. ACM 49 (3) (2006)
Weidong Cui, Vern Paxson, Nicholas Weaver, Randy H. Katz
Protocol-Independent Adaptive Replay of Application Dialog. NDSS (2006)
Li Yin, Sandeep Uttamchandani, Madhukar R. Korupolu, Kaladhar Voruganti, Randy H. Katz
SMART: An Integrated Multi-Action Advisor for Storage Systems. USENIX Annual Technical Conference, General Track (2006)
Randy H. Katz, George Porter, Scott Shenker, Ion Stoica, Mel Tsai
COPS: Quality of Service vs. Any Service at All. IWQoS (2005)
Jayanthkumar Kannan, Lakshminarayanan Subramanian, Ion Stoica, Randy H. Katz
Analyzing Cooperative Containment of Fast Scanning Worms. SRUTI (2005)
Shelley Zhuang, Kevin Lai, Ion Stoica, Randy H. Katz, Scott Shenker
Host Mobility Using an Internet Indirection Infrastructure. Wirel. Networks 11 (6) (2005)
Fang Yu, Randy H. Katz, T. V. Lakshman
Efficient Multimatch Packet Classification and Lookup with TCAM. IEEE Micro 25 (1) (2005)
Fang Yu, T. V. Lakshman, Martin Austin Motoyama, Randy H. Katz
SSA: a power and memory efficient scheme to multi-match packet classification. ANCS (2005)
Ana Sanz Merino, Yasuhiko Matsunaga, Manish Shah, Takashi Suzuki, Randy H. Katz
Secure Authentication System for Public WLAN Roaming. Mob. Networks Appl. 10 (3) (2005)
Lakshminarayanan Subramanian, Randy H. Katz, Volker Roth, Scott Shenker, Ion Stoica
Reliable broadcast in unknown fixed-identity networks. PODC (2005)
Shelley Zhuang, Dennis Geels, Ion Stoica, Randy H. Katz
On failure detection algorithms in overlay networks. INFOCOM (2005)
Li Yin, Sandeep Uttamchandani, John Palmer, Randy H. Katz, Gul A. Agha
AUTOLOOP: Automated Action Selection in the "Observe-Analyze-Act" Loop for Storage Systems. POLICY (2005)
Weidong Cui, Randy H. Katz, Wai-tian Tan
Design and Implementation of an Extrusion-based Break-In Detector for Personal Computers. ACSAC (2005)
Weidong Cui, Randy H. Katz, Wai-tian Tan
BINDER: An Extrusion-Based Break-In Detector for Personal Computers. USENIX Annual Technical Conference, General Track (2005)
Zhuoqing Morley Mao, David Johnson, Jennifer Rexford, Jia Wang, Randy H. Katz
Scalable and Accurate Identification of AS-level Forwarding Paths. INFOCOM (2004)
Lakshminarayanan Subramanian, Volker Roth, Ion Stoica, Scott Shenker, Randy H. Katz
Listen and Whisper: Security Mechanisms for BGP (Awarded Best Student Paper!). NSDI (2004)
Yu Fang, Randy H. Katz, T. V. Lakshman
Gigabit Rate Packet Pattern-Matching Using TCAM. ICNP (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Randy H. Katz