Hubertus Franke

Orcid: 0009-0005-0150-1055

According to our database1, Hubertus Franke authored at least 108 papers between 1990 and 2024.

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Awards

ACM Fellow

ACM Fellow 2021, "For contributions to the communication, concurrency and resource control in parallel systems".

Timeline

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Bibliography

2024
Intel TDX Demystified: A Top-Down Approach.
ACM Comput. Surv., September, 2024

Enabling Performant and Secure EDA as a Service in Public Clouds Using Confidential Containers.
CoRR, 2024

Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction.
CoRR, 2024

Õ(T<sup>-1</sup>) Convergence to (Coarse) Correlated Equilibria in Full-Information General-Sum Markov Games.
CoRR, 2024

Power-aware Deep Learning Model Serving with μ-Serve.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

FLASH: Fast Model Adaptation in ML-Centric Cloud Platforms.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

$\widetilde{O}(T^{-1})$ {C}onvergence to (coarse) correlated equilibria in full-information general-sum markov games.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

EcoFaaS: Rethinking the Design of Serverless Environments for Energy Efficiency.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

Position Paper: From Confidential Computing to Zero Trust, Come Along for the (Bumpy?) Ride.
Proceedings of the 13th International Workshop on Hardware and Architectural Support for Security and Privacy, 2024

When Green Computing Meets Performance and Resilience SLOs.
Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

OS4C: An Open-Source SR-IOV System for SmartNIC-Based Cloud Platforms.
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

S2TAR: Shared Secure Trusted Accelerators with Reconfiguration for Machine Learning in the Cloud.
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

Securing AI Inference in the Cloud: Is CPU-GPU Confidential Computing Ready?
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

UniNet: Accelerating the Container Network Data Plane in IaaS Clouds.
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023
BPF-oF: Storage Function Pushdown Over the Network.
CoRR, 2023

Remote attestation of SEV-SNP confidential VMs using e-vTPMs.
CoRR, 2023

Programmable System Call Security with eBPF.
CoRR, 2023

AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems.
Proceedings of the 2023 USENIX Annual Technical Conference, 2023

Multi-Agent Meta-Reinforcement Learning: Sharper Convergence Rates with Task Similarity.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MXFaaS: Resource Sharing in Serverless Environments for Parallelism and Efficiency.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

SpecFaaS: Accelerating Serverless Applications with Speculative Function Execution.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

AccShield: a New Trusted Execution Environment with Machine-Learning Accelerators.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Remote attestation of confidential VMs using ephemeral vTPMs.
Proceedings of the Annual Computer Security Applications Conference, 2023

Free the Turtles: Removing Nested Virtualization for Performance and Confidentiality in the Cloud.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
Partially Trusting the Service Mesh Control Plane.
CoRR, 2022

HetSched: Quality-of-Mission Aware Scheduling for Autonomous Vehicle SoCs.
CoRR, 2022

A Mean-Field Game Approach to Cloud Resource Management with Function Approximation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reinforcement learning for resource management in multi-tenant serverless platforms.
Proceedings of the EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5, 2022

SIMPPO: a scalable and incremental online learning framework for serverless resource management.
Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, 2022

2021
Heterogeneity-Aware Scheduling on SoCs for Autonomous Vehicles.
IEEE Comput. Archit. Lett., 2021

Is Function-as-a-Service a Good Fit for Latency-Critical Services?
Proceedings of the WoSC '21: Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021, 2021

2020
STOMP: A Tool for Evaluation of Scheduling Policies in Heterogeneous Multi-Processors.
CoRR, 2020

FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level Cache.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

2019
DeepStore: In-Storage Acceleration for Intelligent Queries.
Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

2018
Learning-Based Memory Allocation Optimization for Delay-Sensitive Big Data Processing.
IEEE Trans. Parallel Distributed Syst., 2018

Capacity Optimization for Resource Pooling in Virtualized Data Centers with Composable Systems.
IEEE Trans. Parallel Distributed Syst., 2018

Requirements Engineering for a Matching Algorithm to Use in Hospital Networks.
J. Softw., 2018

Guest Editorial: Special Issue on Computing Frontiers.
Int. J. Parallel Program., 2018

Optimization of Genomics Analysis Pipeline for Scalable Performance in a Cloud Environment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Composable architecture for rack scale big data computing.
Future Gener. Comput. Syst., 2017

Dynamic atomicity: optimizing swift memory management.
Proceedings of the 13th ACM SIGPLAN International Symposium on on Dynamic Languages, Vancouver, BC, Canada, October 23, 2017

DYCE: A Resilient Shared Memory Paradigm for Heterogenous Distributed Systems without Memory Coherence.
Proceedings of the Computing Frontiers Conference, 2017

2016
Toward performance optimization with CPU offloading for virtualized multi-tenant data center networks.
IEEE Netw., 2016

2015
Disaggregated and optically interconnected memory: when will it be cost effective?
CoRR, 2015

Disaggregated Architecture for at Scale Computing.
Proceedings of the ESaaSA 2015, 2015

2014
Software defined environments: An introduction.
IBM J. Res. Dev., 2014

Pythia: Faster Big Data in Motion through Predictive Software-Defined Network Optimization at Runtime.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Enabling FPGAs in the cloud.
Proceedings of the Computing Frontiers Conference, CF'14, 2014

2013
Platform and applications for massive-scale streaming network analytics.
IBM J. Res. Dev., 2013

Improving virtualization in the presence of software managed translation lookaside buffers.
Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

RTS - an integrated analytic solution for managing regulation changes and their impact on business compliance.
Proceedings of the Computing Frontiers Conference, 2013

2012
Guest Editorial: Computing Frontiers.
Int. J. Parallel Program., 2012

Design and Implementation of a Network Centric Appliance Platform.
Proceedings of the 2012 Brazilian Symposium on Computing System Engineering, 2012

Performance evaluation of interthread communicationmechanisms on multicore/multithreaded architectures.
Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

2011
Ultra low latency market data feed on IBM PowerEN<sup>TM</sup>.
Comput. Sci. Res. Dev., 2011

Efficient data streaming with on-chip accelerators: Opportunities and challenges.
Proceedings of the 17th International Conference on High-Performance Computer Architecture (HPCA-17 2011), 2011

Optimization of stateful hardware acceleration in hybrid architectures.
Proceedings of the Design, Automation and Test in Europe, 2011

Virtual base station pool: towards a wireless network cloud for radio access networks.
Proceedings of the 8th Conference on Computing Frontiers, 2011

Analyzing and Improving Table Space Allocation.
Proceedings of the Twenty-Second Australasian Database Conference, 2011

2010
Workload and network-optimized computing systems.
IBM J. Res. Dev., 2010

Introduction to the wire-speed processor and architecture.
IBM J. Res. Dev., 2010

Exploiting heterogeneous multicore-processor systems for high-performance network processing.
IBM J. Res. Dev., 2010

A taxonomy of accelerator architectures and their programming models.
IBM J. Res. Dev., 2010

Improving In-memory Column-Store Database Predicate Evaluation Performance on Multi-core Systems.
Proceedings of the 22st International Symposium on Computer Architecture and High Performance Computing, 2010

A wire-speed power<sup>TM</sup> processor: 2.3GHz 45nm SOI with 16 cores and 64 threads.
Proceedings of the IEEE International Solid-State Circuits Conference, 2010

2009
Dezentrale Produktionsablaufplanung mittels Agentensimulationen.
Proceedings of the Nachhaltigkeit in flexiblen Produktions- und Liefernetzwerken, 2009

2008
Stateful hardware decompression in networking environment.
Proceedings of the 2008 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2008

2007
Thermal-aware task scheduling at the system software level.
Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007

Performance Studies of Commercial Workloads on a Multi-core System.
Proceedings of the IEEE 10th International Symposium on Workload Characterization, 2007

2006
Improving Connection Management of the OpenLDAP Directory Server.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2006

2004
A Web-Based Multi-Agent System for Transportation Management to Protect Our Natural Environment.
Cybern. Syst., 2004

Enabling Autonomic Workload Management in Linux.
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004

Synthesizing Representative I/O Workloads for TPC-H.
Proceedings of the 10th International Conference on High-Performance Computer Architecture (HPCA-10 2004), 2004

Storage Power Management for Cluster Servers Using Remote Disk Access.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
An Integrated Approach to Parallel Scheduling Using Gang-Scheduling, Backfilling, and Migration.
IEEE Trans. Parallel Distributed Syst., 2003

Decentralized management for transportation-logistics: A multi agent based approach.
Integr. Comput. Aided Eng., 2003

Reducing Disk Power Consumption in Servers with DRPM.
Computer, 2003

Combined parallel and agent-based methods in distributed logistics networks.
Proceedings of the Enhanced Interoperable Systems. Proceedings of the 10th ISPE International Conference on Concurrent Engineering (ISPE CE 2003), 2003

Interplay of energy and performance for disk arrays running transaction processing workloads.
Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software, 2003

DRPM: Dynamic Speed Control for Power Mangagement in Server Class Disks.
Proceedings of the 30th International Symposium on Computer Architecture (ISCA 2003), 2003

Decision-Support Workload Characteristics on a Clustered Database Server from the OS Perspective.
Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS 2003), 2003

2002
Modeling and analysis of dynamic coscheduling in parallel and distributed environments.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2002

Creating and preserving locality of java applications at allocation and garbage collection times.
Proceedings of the 2002 ACM SIGPLAN Conference on Object-Oriented Programming Systems, 2002

Characterizing the Scalability of Decision-Support Workloads on Clusters and SMP Systems.
Proceedings of the Euro-Par 2002, 2002

2001
Impact of Workload and System Parameters on Next Generation Cluster Scheduling Mechanisms.
IEEE Trans. Parallel Distributed Syst., 2001

Hardware Compressed Main Memory: Operating System Support and Performance Evaluation.
IEEE Trans. Computers, 2001

Experience with building a commodity Intel-based ccNUMA system.
IBM J. Res. Dev., 2001

Memory Expansion Technology (MXT): Software support and performance.
IBM J. Res. Dev., 2001

Performance of Hardware Compressed Main Memory.
Proceedings of the Seventh International Symposium on High-Performance Computer Architecture (HPCA'01), 2001

PMQS: Scalable Linux Scheduling for High End Servers.
Proceedings of the 5th Annual Linux Showcase & Conference 2001, 2001

2000
Improving Parallel Job Scheduling by Combining Gang Scheduling and Backfilling Techniques.
Proceedings of the 14th International Parallel & Distributed Processing Symposium (IPDPS'00), 2000

A simulation-based study of scheduling mechanisms for a dynamic cluster environment.
Proceedings of the 14th international conference on Supercomputing, 2000

The Impact of Migration on Parallel Job Scheduling for Distributed Systems.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

1999
An Evaluation of Parallel Job Scheduling for ASCI Blue-Pacific.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Process Tracking for Parallel Job Control.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1999

A Gang-Scheduling System for ASCI Blue-Pacific.
Proceedings of the High-Performance Computing and Networking, 7th International Conference, 1999

1998
An Infrastructure for Efficient Parallel Job Execution in Terascale Computing Environments.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

1997
Modeling of Workload in MPPs.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1997

Customization Lite.
Proceedings of The Sixth Workshop on Hot Topics in Operating Systems, 1997

Model-Integrated Programming.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

Gang Scheduling for the IBM SP-2 Workstation Cluster.
Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

1996
A Unified Trace Environment for IBM SP systems.
IEEE Parallel Distributed Technol. Syst. Appl., 1996

A Gang Scheduling Design for Multiprogrammed Parallel Computing Environments.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 1996

Model-Integrated Program Synthesis Environment.
Proceedings of the IEEE Symposium and Workshop on Engineering of Computer Based Systems (ECBS'96), 1996

1995
Model-embedded on-line problem solving environment for chemical engineering.
Proceedings of the 1st IEEE International Conference on Engineering of Complex Computer Systems (ICECCS '95), 1995

MPI Programming Environment for IBM SP1/SP2.
Proceedings of the 15th International Conference on Distributed Computing Systems, Vancouver, British Columbia, Canada, May 30, 1995

1994
MPI-F: An Efficient Implementation of MPI on IBM-SP1.
Proceedings of the 1994 International Conference on Parallel Processing, 1994

1990
Improving Planning Efficient by Conceptual Clustering.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990


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