Continuous profiling: where have all the cycles gone?
Proceedings of the sixteenth ACM symposium on Operating systems principles
System support for automatic profiling and optimization
Proceedings of the sixteenth ACM symposium on Operating systems principles
ProfileMe: hardware support for instruction-level profiling on out-of-order processors
MICRO 30 Proceedings of the 30th annual ACM/IEEE international symposium on Microarchitecture
A survey of design techniques for system-level dynamic power management
IEEE Transactions on Very Large Scale Integration (VLSI) Systems - Special section on low-power electronics and design
Route packets, not wires: on-chip inteconnection networks
Proceedings of the 38th annual Design Automation Conference
Rapid profiling via stratified sampling
ISCA '01 Proceedings of the 28th annual international symposium on Computer architecture
ReVive: cost-effective architectural support for rollback recovery in shared-memory multiprocessors
ISCA '02 Proceedings of the 29th annual international symposium on Computer architecture
PHOENIX: A Self Adaptable Monitoring Platform for Cluster Management
Cluster Computing
Cherry: checkpointed early resource recycling in out-of-order microprocessors
Proceedings of the 35th annual ACM/IEEE international symposium on Microarchitecture
A Hardware and Software Monitor for High-Level System-on-Chip Verification
ISQED '01 Proceedings of the 2nd International Symposium on Quality Electronic Design
A "flight data recorder" for enabling full-system multiprocessor deterministic replay
Proceedings of the 30th annual international symposium on Computer architecture
JETTY: Filtering Snoops for Reduced Energy Consumption in SMP Servers
HPCA '01 Proceedings of the 7th International Symposium on High-Performance Computer Architecture
HPCA '02 Proceedings of the 8th International Symposium on High-Performance Computer Architecture
Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Razor: A Low-Power Pipeline Based on Circuit-Level Timing Speculation
Proceedings of the 36th annual IEEE/ACM International Symposium on Microarchitecture
Temperature-aware microarchitecture: Modeling and implementation
ACM Transactions on Architecture and Code Optimization (TACO)
Operating-system controlled network on chip
Proceedings of the 41st annual Design Automation Conference
An Architectural Framework for Providing Reliability and Security Support
DSN '04 Proceedings of the 2004 International Conference on Dependable Systems and Networks
4T-decay sensors: a new class of small, fast, robust, and low-power, temperature/leakage sensors
Proceedings of the 2004 international symposium on Low power electronics and design
Self-Adaptive and Self-Optimising Resource Monitoring for Dynamic Grid Environments
DEXA '04 Proceedings of the Database and Expert Systems Applications, 15th International Workshop
Secure program execution via dynamic information flow tracking
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Fingerprinting: bounding soft-error detection latency and bandwidth
ASPLOS XI Proceedings of the 11th international conference on Architectural support for programming languages and operating systems
Reusing an on-chip network for the test of core-based systems
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Vertical profiling: understanding the behavior of object-priented applications
OOPSLA '04 Proceedings of the 19th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Secure Embedded Processing through Hardware-Assisted Run-Time Monitoring
Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
Pin: building customized program analysis tools with dynamic instrumentation
Proceedings of the 2005 ACM SIGPLAN conference on Programming language design and implementation
Feedback Utilization Control in Distributed Real-Time Systems with End-to-End Tasks
IEEE Transactions on Parallel and Distributed Systems
Hardware support for code integrity in embedded processors
Proceedings of the 2005 international conference on Compilers, architectures and synthesis for embedded systems
Micro embedded monitoring for security in application specific instruction-set processors
Proceedings of the 2005 international conference on Compilers, architectures and synthesis for embedded systems
Proceedings of the 14th International Conference on Parallel Architectures and Compilation Techniques
Analysis of Error Recovery Schemes for Networks on Chips
IEEE Design & Test
Debug Support Strategy for Systems-on-Chips with Multiple Processor Cores
IEEE Transactions on Computers
An event-based monitoring service for networks on chip
ACM Transactions on Design Automation of Electronic Systems (TODAES)
An Integrated Framework for Dependable and Revivable Architectures Using Multicore Processors
Proceedings of the 33rd annual international symposium on Computer Architecture
A reconfigurable design-for-debug infrastructure for SoCs
Proceedings of the 43rd annual Design Automation Conference
Signature-based workload estimation for mobile 3D graphics
Proceedings of the 43rd annual Design Automation Conference
Design patterns from biology for distributed computing
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
ElastIC: An Adaptive Self-Healing Architecture for Unpredictable Silicon
IEEE Design & Test
Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture
Performance monitor unit design for an AXI-based multi-core SoC platform
Proceedings of the 2007 ACM symposium on Applied computing
Valgrind: a framework for heavyweight dynamic binary instrumentation
Proceedings of the 2007 ACM SIGPLAN conference on Programming language design and implementation
A one-shot configurable-cache tuner for improved energy and performance
Proceedings of the conference on Design, automation and test in Europe
Congestion-controlled best-effort communication for networks-on-chip
Proceedings of the conference on Design, automation and test in Europe
Using hardware performance monitors to understand the behavior of java applications
VM'04 Proceedings of the 3rd conference on Virtual Machine Research And Technology Symposium - Volume 3
Introducing the SuperGT network-on-chip: SuperGT QoS: more than just GT
Proceedings of the 44th annual Design Automation Conference
Adaptive and Evolvable Hardware - A Multifaceted Analysis
AHS '07 Proceedings of the Second NASA/ESA Conference on Adaptive Hardware and Systems
HARD: Hardware-Assisted Lockset-based Race Detection
HPCA '07 Proceedings of the 2007 IEEE 13th International Symposium on High Performance Computer Architecture
Run-time adaptive on-chip communication scheme
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Task activity vectors: a new metric for temperature-aware scheduling
Proceedings of the 3rd ACM SIGOPS/EuroSys European Conference on Computer Systems 2008
Reliability-aware design for nanometer-scale devices
Proceedings of the 2008 Asia and South Pacific Design Automation Conference
A monitoring-aware network-on-chip design flow
Journal of Systems Architecture: the EUROMICRO Journal
System power management support in the IBM POWER6 microprocessor
IBM Journal of Research and Development
ADAM: run-time agent-based distributed application mapping for on-chip communication
Proceedings of the 45th annual Design Automation Conference
Thermal monitoring mechanisms for chip multiprocessors
ACM Transactions on Architecture and Code Optimization (TACO)
Secure Memory Accesses on Networks-on-Chip
IEEE Transactions on Computers
Online adaptive utilization control for real-time embedded multiprocessor systems
CODES+ISSS '08 Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis
Multi-optimization power management for chip multiprocessors
Proceedings of the 17th international conference on Parallel architectures and compilation techniques
Mixed-mode multicore reliability
Proceedings of the 14th international conference on Architectural support for programming languages and operating systems
A framework for predictive dynamic temperature management of microprocessor systems
Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Two hardware-based approaches for deterministic multiprocessor replay
Communications of the ACM - One Laptop Per Child: Vision vs. Reality
Next-Generation Performance Counters: Towards Monitoring Over Thousand Concurrent Events
ISPASS '08 Proceedings of the ISPASS 2008 - IEEE International Symposium on Performance Analysis of Systems and software
Temperature-constrained power control for chip multiprocessors with online model estimation
Proceedings of the 36th annual international symposium on Computer architecture
A monitoring and adaptive routing mechanism for QoS traffic on mesh NoC architectures
CODES+ISSS '09 Proceedings of the 7th IEEE/ACM international conference on Hardware/software codesign and system synthesis
Vicis: a reliable network for unreliable silicon
Proceedings of the 46th Annual Design Automation Conference
Post-silicon bug localization for processors using IFRA
Communications of the ACM
The cat is out of the bag: cortical simulations with 109 neurons, 1013 synapses
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis
Scientific Programming - Software Development for Multi-core Computing Systems
A survey of online failure prediction methods
ACM Computing Surveys (CSUR)
Resilient circuits: enabling energy-efficient performance and reliability
Proceedings of the 2009 International Conference on Computer-Aided Design
Utilizing predictors for efficient thermal management in multiprocessor SoCs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
A feedback-based approach to DVFS in data-flow applications
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Taming hardware event samples for FDO compilation
Proceedings of the 8th annual IEEE/ACM international symposium on Code generation and optimization
An integrated GPU power and performance model
Proceedings of the 37th annual international symposium on Computer architecture
Built-in sensor for signal integrity faults in digital interconnect signals
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Feedback Thermal Control for Real-time Systems
RTAS '10 Proceedings of the 2010 16th IEEE Real-Time and Embedded Technology and Applications Symposium
Thermal monitoring of real processors: techniques for sensor allocation and full characterization
Proceedings of the 47th Design Automation Conference
An efficient dynamically reconfigurable on-chip network architecture
Proceedings of the 47th Design Automation Conference
Adaptivity and self-organization in organic computing systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Distributed DVFS using rationally-related frequencies and discrete voltage levels
Proceedings of the 16th ACM/IEEE international symposium on Low power electronics and design
Hierarchical multi-agent protection system for NoC based MPSoCs
Proceedings of the International Workshop on Security and Dependability for Resource Constrained Embedded Systems
Feedback control for providing QoS in NoC based multicores
Proceedings of the Conference on Design, Automation and Test in Europe
Enabling dynamic and programmable QoS in SoCs
Proceedings of the Third International Workshop on Network on Chip Architectures
A Predictive Model for Dynamic Microarchitectural Adaptivity Control
MICRO '43 Proceedings of the 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture
Immunity-Based Systems: A Design Perspective
Immunity-Based Systems: A Design Perspective
A light-weight approach for online state classification of self-organizing parallel systems
ARCS'11 Proceedings of the 24th international conference on Architecture of computing systems
Embedded debug architecture for bypassing blocking bugs during post-silicon validation
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Karma: scalable deterministic record-replay
Proceedings of the international conference on Supercomputing
Rapid identification of architectural bottlenecks via precise event counting
Proceedings of the 38th annual international symposium on Computer architecture
Power gating strategies on GPUs
ACM Transactions on Architecture and Code Optimization (TACO)
TAB-BackSpace: unlimited-length trace buffers with zero additional on-chip overhead
Proceedings of the 48th Design Automation Conference
Enabling system-level modeling of variation-induced faults in networks-on-chips
Proceedings of the 48th Design Automation Conference
NUDA: A Non-Uniform Debugging Architecture and Nonintrusive Race Detection for Many-Core Systems
IEEE Transactions on Computers
Resilient microprocessor design for improving performance and energy efficiency
Proceedings of the International Conference on Computer-Aided Design
Techniques for knowledge acquisition in dynamically changing environments
ACM Transactions on Autonomous and Adaptive Systems (TAAS) - Special section on formal methods in pervasive computing, pervasive adaptation, and self-adaptive systems: Models and algorithms
Recent thermal management techniques for microprocessors
ACM Computing Surveys (CSUR)
Qos concept for scalable MPEG-4 video object decoding on multimedia (NoC) chips
IEEE Transactions on Consumer Electronics
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
IEEE Journal on Selected Areas in Communications
A Dedicated Monitoring Infrastructure for Multicore Processors
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Accurate Temperature Estimation Using Noisy Thermal Sensors for Gaussian and Non-Gaussian Cases
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
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Billion transistor systems-on-chip increasingly require dynamic management of their hardware components and careful coordination of the tasks that they carry out. Diverse real-time monitoring functions assist towards this objective through the collection of important system metrics, such as throughput of processing elements, communication latency, or resource utilization for each application. The online evaluation of these metrics can result in localized or global decisions that attempt to improve aspects of system behavior, system performance, quality-of-service, power and thermal effects under nominal conditions. This work provides a comprehensive categorization of monitoring approaches used in multiprocessor SoCs. As adaptive systems are encountered in many disciplines, it is imperative to present the prominent research efforts in developing online monitoring methods. To this end we offer a taxonomy that groups strongly related techniques that designers increasingly use to produce more efficient and adaptive chips. The provided classification helps to understand and compare architectural mechanisms that can be used in systems, while one can envisage the innovations required to build real adaptive and intelligent systems-on-chip.