Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Subho S. Banerjee"'
Autor:
Zbigniew Kalbarczyk, Chen Wang, Ravishankar K. Iyer, Archit Patke, Franke Hubertus, Haoran Qiu, Saurabh Jha, Subho S. Banerjee
Publikováno v:
Proceedings of the Seventh International Workshop on Serverless Computing (WoSC7) 2021.
Function-as-a-Service (FaaS) is becoming an increasingly popular cloud-deployment paradigm for serverless computing that frees application developers from managing the infrastructure. At the same time, it allows cloud providers to assert control in w
Publikováno v:
2021 IEEE 39th International Conference on Computer Design (ICCD).
Autor:
Deming Chen, Zbigniew Kalbarczyk, Ravishankar K. Iyer, Steven S. Lumetta, Subho S. Banerjee, Jong Bin Lim, Mohamed El-Hadedy
Publikováno v:
IEEE Transactions on Computers. 68:331-346
The proliferation of high-throughput sequencing machines ensures rapid generation of up to billions of short nucleotide fragments in a short period of time. This massive amount of sequence data can quickly overwhelm today's storage and compute infras
Publikováno v:
ASPLOS
Hardware performance counters (HPCs) that measure low-level architectural and microarchitectural events provide dynamic contextual information about the state of the system. However, HPC measurements are error-prone due to non determinism (e.g., unde
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b09037383696ed71dd3d994d5b1834d6
Autor:
Saurabh Jha, Zbigniew Kalbarczyk, Tianyin Xu, Ravishankar K. Iyer, Subho S. Banerjee, Jeremy Enos, Mike Showerman, Shengkun Cui
Publikováno v:
SC
Large-scale high-performance computing systems frequently experience a wide range of failure modes, such as reliability failures (e.g., hang or crash), and resource overload-related failures (e.g., congestion collapse), impacting systems and applicat
Publikováno v:
APSys
The OS load balancing algorithm governs the performance gains provided by a multiprocessor computer system. The Linux's Completely Fair Scheduler (CFS) scheduler tracks process loads by average CPU utilization to balance workload between processor co
Autor:
Zbigniew Kalbarczyk, Timothy Tsai, Ravishankar K. Iyer, Saurabh Jha, Shengkun Cui, James Cyriac, Subho S. Banerjee
Publikováno v:
DSN
Ensuring the safety of autonomous vehicles (AVs) is critical for their mass deployment and public adoption. However, security attacks that violate safety constraints and cause accidents are a significant deterrent to achieving public trust in AVs, an
Publikováno v:
DSN (Supplements)
This paper presents Bayesian Deep Learning based Fault Injection (BDLFI), a novel methodology for fault injection in neural networks (NNs) and more generally differentiable programs. BDLFI uses (1) Bayesian Deep Learning to model the propagation of f
Publikováno v:
ASPLOS
Probabilistic models (PMs) are ubiquitously used across a variety of machine learning applications. They have been shown to successfully integrate structural prior information about data and effectively quantify uncertainty to enable the development
Autor:
Michael J. Sullivan, Zbigniew Kalbarczyk, Siva Kumar Sastry Hari, Subho S. Banerjee, Stephen W. Keckler, Timothy Tsai, Ravishankar K. Iyer, Saurabh Jha
Publikováno v:
DSN
The safety and resilience of fully autonomous vehicles (AVs) are of significant concern, as exemplified by several headline-making accidents. While AV development today involves verification, validation, and testing, end-to-end assessment of AV syste
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b1b8969cb3c1f1cd5bbc8476db343fe7