Hubertus Franke

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 38

Top Venues

CoRR

NeurIPS

ISCA

IEEE Trans. Parallel Distributed Syst.

Publications

Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction. CoRR (2024)
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravi K. Iyer
FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms. MLSys (2024)
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar
$\widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games. L4DC (2024)
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar
) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games. CoRR (2024)
Jovan Stojkovic, Nikoleta Iliakopoulou, Tianyin Xu, Hubertus Franke, Josep Torrellas
EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency. ISCA (2024)
Mengmei Ye, Derren Dunn, Daniele Buono, Angelo Ruocco, Cláudio Carvalho, Tobin Feldman-Fitzthum, Hubertus Franke, James Bottomley
Enabling Performant and Secure EDA as a Service in Public Clouds Using Confidential Containers. CoRR (2024)
Haoran Qiu, Weichao Mao, Archit Patke, Shengkun Cui, Saurabh Jha, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Power-aware Deep Learning Model Serving with μ-Serve. USENIX ATC (2024)
Pau-Chen Cheng, Wojciech Ozga, Enriquillo Valdez, Salman Ahmed, Zhongshu Gu, Hani Jamjoom, Hubertus Franke, James Bottomley
Intel TDX Demystified: A Top-Down Approach. ACM Comput. Surv. 56 (9) (2024)
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar
Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity. NeurIPS (2023)
Wei Ren, William Kozlowski, Sandhya Koteshwara, Mengmei Ye, Hubertus Franke, Deming Chen
AccShield: a New Trusted Execution Environment with Machine-Learning Accelerators. DAC (2023)
Jinghao Jia, YiFei Zhu, Dan Williams, Andrea Arcangeli, Claudio Canella, Hubertus Franke, Tobin Feldman-Fitzthum, Dimitrios Skarlatos, Daniel Gruss, Tianyin Xu
Programmable System Call Security with eBPF. CoRR (2023)
Vikram Narayanan, Cláudio Carvalho, Angelo Ruocco, Gheorghe Almási, James Bottomley, Mengmei Ye, Tobin Feldman-Fitzthum, Daniele Buono, Hubertus Franke, Anton Burtsev
Remote attestation of SEV-SNP confidential VMs using e-vTPMs. CoRR (2023)
Vikram Narayanan, Cláudio Carvalho, Angelo Ruocco, Gheorghe Almási, James Bottomley, Mengmei Ye, Tobin Feldman-Fitzthum, Daniele Buono, Hubertus Franke, Anton Burtsev
Remote attestation of confidential VMs using ephemeral vTPMs. ACSAC (2023)
Jovan Stojkovic, Tianyin Xu, Hubertus Franke, Josep Torrellas
SpecFaaS: Accelerating Serverless Applications with Speculative Function Execution. HPCA (2023)
Mengmei Ye, Angelo Ruocco, Daniele Buono, James Bottomley, Hubertus Franke
Free the Turtles: Removing Nested Virtualization for Performance and Confidentiality in the Cloud. CLOUD (2023)
Haoran Qiu, Weichao Mao, Chen Wang, Hubertus Franke, Alaa Youssef, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems. USENIX Annual Technical Conference (2023)
Pau-Chen Cheng, Wojciech Ozga, Enriquillo Valdez, Salman Ahmed, Zhongshu Gu, Hani Jamjoom, Hubertus Franke, James Bottomley
Intel TDX Demystified: A Top-Down Approach. CoRR (2023)
Ioannis Zarkadas, Tal Zussman, Jeremy Carin, Sheng Jiang, Yuhong Zhong, Jonas Pfefferle, Hubertus Franke, Junfeng Yang, Kostis Kaffes, Ryan Stutsman, Asaf Cidon
BPF-oF: Storage Function Pushdown Over the Network. CoRR (2023)
Jovan Stojkovic, Tianyin Xu, Hubertus Franke, Josep Torrellas
MXFaaS: Resource Sharing in Serverless Environments for Parallelism and Efficiency. ISCA (2023)
Aporva Amarnath, Subhankar Pal, Hiwot Kassa, Augusto Vega, Alper Buyuktosunoglu, Hubertus Franke, John-David Wellman, Ronald G. Dreslinski, Pradip Bose
HetSched: Quality-of-Mission Aware Scheduling for Autonomous Vehicle SoCs. CoRR (2022)
Constantin Adam, Abdulhamid Adebayo, Hubertus Franke, Edward C. Snible, Tobin Feldman-Fitzthum, James Cadden, Nerla Jean-Louis
Partially Trusting the Service Mesh Control Plane. CoRR (2022)
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
Reinforcement learning for resource management in multi-tenant serverless platforms. EuroMLSys@EuroSys (2022)
Weichao Mao, Haoran Qiu, Chen Wang, Hubertus Franke, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Tamer Basar
A Mean-Field Game Approach to Cloud Resource Management with Function Approximation. NeurIPS (2022)
Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer
SIMPPO: a scalable and incremental online learning framework for serverless resource management. SoCC (2022)
Haoran Qiu, Saurabh Jha, Subho S. Banerjee, Archit Patke, Chen Wang, Hubertus Franke, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Is Function-as-a-Service a Good Fit for Latency-Critical Services? WOSC@Middleware (2021)
Aporva Amarnath, Subhankar Pal, Hiwot Tadese Kassa, Augusto Vega, Alper Buyuktosunoglu, Hubertus Franke, John-David Wellman, Ronald Dreslinski Jr., Pradip Bose
Heterogeneity-Aware Scheduling on SoCs for Autonomous Vehicles. IEEE Comput. Archit. Lett. 20 (2) (2021)
Ashutosh Dhar, Xiaohao Wang, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei W. Hwu, Nam Sung Kim, Deming Chen
FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level Cache. MICRO (2020)
Augusto Vega, Aporva Amarnath, John-David Wellman, Hiwot Kassa, Subhankar Pal, Hubertus Franke, Alper Buyuktosunoglu, Ronald G. Dreslinski, Pradip Bose
STOMP: A Tool for Evaluation of Scheduling Policies in Heterogeneous Multi-Processors. CoRR (2020)
Vikram Sharma Mailthody, Zaid Qureshi, Weixin Liang, Ziyan Feng, Simon Garcia De Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei Hwu
DeepStore: In-Storage Acceleration for Intelligent Queries. MICRO (2019)
Antonino Tumeo, Hubertus Franke, Gianluca Palermo, John Feo
Guest Editorial: Special Issue on Computing Frontiers. Int. J. Parallel Program. 46 (2) (2018)
An-Dee Lin, Chung-Sheng Li, Wanjiun Liao, Hubertus Franke
Capacity Optimization for Resource Pooling in Virtualized Data Centers with Composable Systems. IEEE Trans. Parallel Distributed Syst. 29 (2) (2018)
Linjiun Tsai, Hubertus Franke, Chung-Sheng Li, Wanjiun Liao
Learning-Based Memory Allocation Optimization for Delay-Sensitive Big Data Processing. IEEE Trans. Parallel Distributed Syst. 29 (6) (2018)
Hubertus Franke, Martina Hasseler, Denise Dick, Stephanie Krebs
Requirements Engineering for a Matching Algorithm to Use in Hospital Networks. J. Softw. 13 (8) (2018)
Carlos H. A. Costa, Claudia Misale, Frank Liu, Marcio Silva, Hubertus Franke, Paul Crumley, Bruce D'Amora
Optimization of Genomics Analysis Pipeline for Scalable Performance in a Cloud Environment. BIBM (2018)
Ulrich Finkler, Hubertus Franke, David S. Kung
DYCE: A Resilient Shared Memory Paradigm for Heterogenous Distributed Systems without Memory Coherence. Conf. Computing Frontiers (2017)
Chung-Sheng Li, Hubertus Franke, Colin Parris, Bülent Abali, Mukil Kesavan, Victor I. Chang
Composable architecture for rack scale big data computing. Future Gener. Comput. Syst. 67 (2017)
David M. Ungar, David Grove, Hubertus Franke
Dynamic atomicity: optimizing swift memory management. DLS (2017)
An-Dee Lin, Hubertus Franke, Chung-Sheng Li, Wanjiun Liao
Toward performance optimization with CPU offloading for virtualized multi-tenant data center networks. IEEE Netw. 30 (3) (2016)
Chung-Sheng Li, Hubertus Franke, Colin Parris, Victor Chang
Disaggregated Architecture for at Scale Computing. ESaaSA@CLOSER (2015)
Bülent Abali, Richard J. Eickemeyer, Hubertus Franke, Chung-Sheng Li, Marc Taubenblatt
Disaggregated and optically interconnected memory: when will it be cost effective? CoRR (2015)
Marcelo Veiga Neves, César A. F. De Rose, Kostas Katrinis, Hubertus Franke
Pythia: Faster Big Data in Motion through Predictive Software-Defined Network Optimization at Runtime. IPDPS (2014)
Chung-Sheng Li, Brad L. Brech, Scott Crowder, Daniel M. Dias, Hubertus Franke, Matt Hogstrom, David Lindquist, Giovanni Pacifici, Stefan Pappe, Bala Rajaraman, Josyula Rao, Radha Ratnaparkhi, Rodney A. Smith, Michael D. Williams
Software defined environments: An introduction. IBM J. Res. Dev. 58 (2/3) (2014)
Fei Chen, Yi Shan, Yu Zhang, Yu Wang, Hubertus Franke, Xiaotao Chang, Kun Wang
Enabling FPGAs in the cloud. Conf. Computing Frontiers (2014)
Davide Pasetto, Hubertus Franke, Weihong Qian, Zhili Guo, Honglei Guo, Dongxu Duan, Yuan Ni, Yingxin Pan, Shenghua Bao, Feng Cao, Zhong Su
RTS - an integrated analytic solution for managing regulation changes and their impact on business compliance. Conf. Computing Frontiers (2013)
Xiaotao Chang, Hubertus Franke, Yi Ge, Tao Liu, Kun Wang, Jimi Xenidis, Fei Chen, Yu Zhang
Improving virtualization in the presence of software managed translation lookaside buffers. ISCA (2013)
Petros Zerfos, Mudhakar Srivatsa, Hao Yu, D. Dennerline, Hubertus Franke, Dakshi Agrawal
Platform and applications for massive-scale streaming network analytics. IBM J. Res. Dev. 57 (3/4) (2013)
Hubertus Franke, Paul H. J. Kelly, Pedro Trancoso
Guest Editorial: Computing Frontiers. Int. J. Parallel Program. 40 (6) (2012)
Davide Pasetto, Massimiliano Meneghin, Hubertus Franke, Fabrizio Petrini, Jimi Xenidis
Performance evaluation of interthread communicationmechanisms on multicore/multithreaded architectures. HPDC (2012)
Davide Pasetto, Hubertus Franke, Kai Schleupen, David Maze, Hartmut Penner, Heather D. Achilles, Catherine H. Crawford, Mark Purcell
Design and Implementation of a Network Centric Appliance Platform. SBESC (2012)
Shanchan Wu, Yefim Shuf, Hong Min, Hubertus Franke, Balakrishna Iyer, Frances H. Villafuerte, Julie Watts
Analyzing and Improving Table Space Allocation. ADC (2011)
Zhenbo Zhu, Parul Gupta, Qing Wang, Shivkumar Kalyanaraman, Yonghua Lin, Hubertus Franke, Smruti R. Sarangi
Virtual base station pool: towards a wireless network cloud for radio access networks. Conf. Computing Frontiers (2011)
Rui Hou, Lixin Zhang, Michael C. Huang, Kun Wang, Hubertus Franke, Yi Ge, Xiaotao Chang
Efficient data streaming with on-chip accelerators: Opportunities and challenges. HPCA (2011)
Xiaotao Chang, Yike Ma, Hubertus Franke, Kun Wang, Rui Hou, Hao Yu, Terry Nelms
Optimization of stateful hardware acceleration in hybrid architectures. DATE (2011)
Davide Pasetto, Karol Lynch, Robert Tucker, Brendan Maguire, Fabrizio Petrini, Hubertus Franke
. Comput. Sci. Res. Dev. 26 (3-4) (2011)
David P. LaPotin, Shahrokh Daijavad, Charles L. Johnson, Steven W. Hunter, Kazuaki Ishizaki, Hubertus Franke, Heather D. Achilles, Dan P. Dumarot, Nancy A. Greco, Bijan Davari
Workload and network-optimized computing systems. IBM J. Res. Dev. 54 (1) (2010)
Charles L. Johnson, David H. Allen, Jeffrey D. Brown, Steve Vanderwiel, Russ Hoover, Heather D. Achilles, Chen-Yong Cher, George A. May, Hubertus Franke, Jimi Xenidis, Claude Basso
processor: 2.3GHz 45nm SOI with 16 cores and 64 threads. ISSCC (2010)
Hubertus Franke, Jimi Xenidis, Claude Basso, Brian M. Bass, Sandra S. Woodward, Jeffrey D. Brown, Charles L. Johnson
Introduction to the wire-speed processor and architecture. IBM J. Res. Dev. 54 (1) (2010)
Hong Min, Hubertus Franke
Improving In-memory Column-Store Database Predicate Evaluation Performance on Multi-core Systems. SBAC-PAD (2010)
Calin Cascaval, Siddhartha Chatterjee, Hubertus Franke, Kevin J. Gildea, Pratap Pattnaik
A taxonomy of accelerator architectures and their programming models. IBM J. Res. Dev. 54 (5) (2010)
Hubertus Franke, Terry Nelms, Hao Yu, Heather D. Achilles, R. Salz
Exploiting heterogeneous multicore-processor systems for high-performance network processing. IBM J. Res. Dev. 54 (1) (2010)
Hubertus Franke, Sandra Matteoschat
Dezentrale Produktionsablaufplanung mittels Agentensimulationen. PBFT (2009)
Hao Yu, Hubertus Franke, Giora Biran, Amit Golander, Terry Nelms, Brian M. Bass
Stateful hardware decompression in networking environment. ANCS (2008)
Jeonghwan Choi, Chen-Yong Cher, Hubertus Franke, Hendrik F. Hamann, Alan J. Weger, Pradip Bose
Thermal-aware task scheduling at the system software level. ISLPED (2007)
Jessica H. Tseng, Hao Yu, Shailabh Nagar, Niteesh Dubey, Hubertus Franke, Pratap Pattnaik, Hiroshi Inoue, Toshio Nakatani
Performance Studies of Commercial Workloads on a Multi-core System. IISWC (2007)
Sang Seok Lim, Jong Hyuk Choi, Hubertus Franke, Kurt D. Zeilenga
Improving Connection Management of the OpenLDAP Directory Server. Parallel and Distributed Computing and Networks (2006)
Hubertus Franke, Shailabh Nagar, Chandra Seetharaman, Vivek Kashyap, Haoqiang Zheng, Jiantao Kong
Enabling Autonomic Workload Management in Linux. ICAC (2004)
Jianyong Zhang, Anand Sivasubramaniam, Hubertus Franke, Natarajan Gautam, Yanyong Zhang, Shailabh Nagar
Synthesizing Representative I/O Workloads for TPC-H. HPCA (2004)
Hubertus Franke, Wilhelm Dangelmaier
A Web-Based Multi-Agent System for Transportation Management to Protect Our Natural Environment. Cybern. Syst. 35 (7-8) (2004)
Jong Hyuk Choi, Hubertus Franke
Storage Power Management for Cluster Servers Using Remote Disk Access. Euro-Par (2004)
Wilhelm Dangelmaier, Hubertus Franke, P. Scheideler
Combined parallel and agent-based methods in distributed logistics networks. ISPE CE (2003)
Sudhanva Gurumurthi, Jianyong Zhang, Anand Sivasubramaniam, Mahmut T. Kandemir, Hubertus Franke, Narayanan Vijaykrishnan, Mary Jane Irwin
Interplay of energy and performance for disk arrays running transaction processing workloads. ISPASS (2003)
Yanyong Zhang, Jianyong Zhang, Anand Sivasubramaniam, Chun Liu, Hubertus Franke
Decision-Support Workload Characteristics on a Clustered Database Server from the OS Perspective. ICDCS (2003)
Sudhanva Gurumurthi, Anand Sivasubramaniam, Mahmut T. Kandemir, Hubertus Franke
Reducing Disk Power Consumption in Servers with DRPM. Computer 36 (12) (2003)
Hubertus Franke, Wilhelm Dangelmaier
Decentralized management for transportation-logistics: A multi agent based approach. Integr. Comput. Aided Eng. 10 (2) (2003)
Yanyong Zhang, Hubertus Franke, José E. Moreira, Anand Sivasubramaniam
An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration. IEEE Trans. Parallel Distributed Syst. 14 (3) (2003)
Sudhanva Gurumurthi, Anand Sivasubramaniam, Mahmut T. Kandemir, Hubertus Franke
DRPM: Dynamic Speed Control for Power Mangagement in Server Class Disks. ISCA (2003)
Mark S. Squillante, Yanyong Zhang, Anand Sivasubramaniam, Natarajan Gautam, Hubertus Franke, José E. Moreira
Modeling and analysis of dynamic coscheduling in parallel and distributed environments. SIGMETRICS (2002)
Yefim Shuf, Manish Gupta, Hubertus Franke, Andrew W. Appel, Jaswinder Pal Singh
Creating and preserving locality of java applications at allocation and garbage collection times. OOPSLA (2002)
Yanyong Zhang, Anand Sivasubramaniam, Jianyong Zhang, Shailabh Nagar, Hubertus Franke
Characterizing the Scalability of Decision-Support Workloads on Clusters and SMP Systems. Euro-Par (2002)
Bülent Abali, Hubertus Franke, Dan E. Poff, Robert A. Saccone Jr., Charles O. Schulz, Lorraine Herger, T. Basil Smith
Memory Expansion Technology (MXT): Software support and performance. IBM J. Res. Dev. 45 (2) (2001)
Yanyong Zhang, Anand Sivasubramaniam, José E. Moreira, Hubertus Franke
Impact of Workload and System Parameters on Next Generation Cluster Scheduling Mechanisms. IEEE Trans. Parallel Distributed Syst. 12 (9) (2001)
Yanyong Zhang, Hubertus Franke, José E. Moreira, Anand Sivasubramaniam
An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration. JSSPP (2001)
Bishop Brock, Gary D. Carpenter, Eli Chiprout, Mark E. Dean, Philippe L. De Backer, E. N. Elnozahy, Hubertus Franke, Mark Giampapa, David Glasco, James L. Peterson, Ramakrishnan Rajamony, Rajan Ravindran, Freeman L. Rawson III, Ronald L. Rockhold, Juan Rubio
Experience with building a commodity Intel-based ccNUMA system. IBM J. Res. Dev. 45 (2) (2001)
Hubertus Franke, Shailabh Nagar, Mike Kravetz, Rajan Ravindran
PMQS: Scalable Linux Scheduling for High End Servers. Annual Linux Showcase & Conference (2001)
Bülent Abali, Mohammad Banikazemi, Xiaowei Shen, Hubertus Franke, Dan E. Poff, T. Basil Smith
Hardware Compressed Main Memory: Operating System Support and Performance Evaluation. IEEE Trans. Computers 50 (11) (2001)
Bülent Abali, Hubertus Franke, Xiaowei Shen, Dan E. Poff, T. Basil Smith
Performance of Hardware Compressed Main Memory. HPCA (2001)
Yanyong Zhang, Hubertus Franke, José E. Moreira, Anand Sivasubramaniam
The Impact of Migration on Parallel Job Scheduling for Distributed Systems. Euro-Par (2000)
Yanyong Zhang, Anand Sivasubramaniam, Hubertus Franke, José E. Moreira
Improving Parallel Job Scheduling by Combining Gang Scheduling and Backfilling Techniques. IPDPS (2000)
Yanyong Zhang, Anand Sivasubramaniam, José E. Moreira, Hubertus Franke
A simulation-based study of scheduling mechanisms for a dynamic cluster environment. ICS (2000)
Hubertus Franke, Joefon Jann, José E. Moreira, Pratap Pattnaik, Morris A. Jette
An Evaluation of Parallel Job Scheduling for ASCI Blue-Pacific. SC (1999)
José E. Moreira, Hubertus Franke, Waiman Chan, Liana L. Fong, Morris A. Jette, Andy B. Yoo
A Gang-Scheduling System for ASCI Blue-Pacific. HPCN Europe (1999)
Hubertus Franke, José E. Moreira, Pratap Pattnaik
Process Tracking for Parallel Job Control. JSSPP (1999)
José E. Moreira, Waiman Chan, Liana L. Fong, Hubertus Franke, Morris A. Jette
An Infrastructure for Efficient Parallel Job Execution in Terascale Computing Environments. SC (1998)
Hubertus Franke, Janos Sztipanovits, Gabor Karsai
Model-Integrated Programming. HICSS (1) (1997)
Hubertus Franke, Pratap Pattnaik, Larry Rudolph
Gang Scheduling for the IBM SP{2 Workstation Cluster. HICSS (1) (1997)
Joefon Jann, Pratap Pattnaik, Hubertus Franke, Fang Wang, Joseph Skovira, Joseph Riordan
Modeling of Workload in MPPs. JSSPP (1997)
Marc A. Auslander, Hubertus Franke, Benjamin Gamsa, Orran Krieger, Michael Stumm
Customization Lite. Workshop on Hot Topics in Operating Systems (1997)
Ching-Farn Eric Wu, Hubertus Franke, Yew-Huey Liu
A Unified Trace Environment for IBM SP systems. IEEE Parallel Distributed Technol. Syst. Appl. 4 (2) (1996)
Fang Wang, Hubertus Franke, Marios C. Papaefthymiou, Pratap Pattnaik, Larry Rudolph, Mark S. Squillante
A Gang Scheduling Design for Multiprogrammed Parallel Computing Environments. JSSPP (1996)
Janos Sztipanovits, Gabor Karsai, Hubertus Franke
Model-Integrated Program Synthesis Environment. ECBS (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hubertus Franke