A systematic survey on fault-tolerant solutions for distributed data analytics: Taxonomy, comparison, and future directions
S Isukapalli, SN Srirama - Computer Science Review, 2024 - Elsevier
Fault tolerance is becoming increasingly important for upcoming exascale systems,
supporting distributed data processing, due to the expected decrease in the Mean Time …
supporting distributed data processing, due to the expected decrease in the Mean Time …
Unified fault-tolerance framework for hybrid task-parallel message-passing applications
O Subasi, T Martsinkevich… - … Journal of High …, 2018 - journals.sagepub.com
We present a unified fault-tolerance framework for task-parallel message-passing
applications to mitigate transient errors. First, we propose a fault-tolerant message-logging …
applications to mitigate transient errors. First, we propose a fault-tolerant message-logging …
Toward a general theory of optimal checkpoint placement
Checkpoint/restart has been widely used to cope with fail-stop errors. The checkpointing
frequency is most often optimized by assuming an exponential failure distribution. However …
frequency is most often optimized by assuming an exponential failure distribution. However …
Spatial support vector regression to detect silent errors in the exascale era
As the exascale era approaches, the increasing capacity of high-performance computing
(HPC) systems with targeted power and energy budget goals introduces significant …
(HPC) systems with targeted power and energy budget goals introduces significant …
Exploring the capabilities of support vector machines in detecting silent data corruptions
As the exascale era approaches, the increasing capacity of high-performance computing
(HPC) systems with targeted power and energy budget goals introduces significant …
(HPC) systems with targeted power and energy budget goals introduces significant …
FPGA architecture characterization for system level performance analysis
D Densmore, A Donlin… - Proceedings of the …, 2006 - ieeexplore.ieee.org
We present a modular and scalable approach for automatically extracting actual
performance information from a set of FPGA-based architecture topologies. This information …
performance information from a set of FPGA-based architecture topologies. This information …
Incorporating fault-tolerance awareness into system-level modeling and simulation
As the design space for high-performance computer (HPC) systems grows larger and more
complex, modeling and simulation (MODSIM) techniques become more important to better …
complex, modeling and simulation (MODSIM) techniques become more important to better …
Analysis of parallel application checkpoint storage for system configuration
The use of fault tolerance strategies such as checkpoints is essential to maintain the
availability of systems and their applications in high-performance computing environments …
availability of systems and their applications in high-performance computing environments …
Enhancing Fault Tolerance in High-Performance Computing: A real hardware case study on a RISC-V Vector Processing Unit
High-Performance Computing (HPC) systems are designed for large-scale processing and
complex dataset analysis leveraging scalability, efficiency, and parallelism, often integrating …
complex dataset analysis leveraging scalability, efficiency, and parallelism, often integrating …
On the theory of speculative checkpointing: time and energy considerations
O Subasi, S Krishnamoorthy - Proceedings of the 15th ACM International …, 2018 - dl.acm.org
Collective checkpoint/rollback is the most popular approach for dealing with fail-stop errors
on high-performance computing platforms. Prior work has focused on choosing checkpoint …
on high-performance computing platforms. Prior work has focused on choosing checkpoint …