[KÖNYV][B] Advances in financial machine learning

ML De Prado - 2018 - books.google.com
Learn to understand and implement the latest machine learning innovations to improve your
investment performance Machine learning (ML) is changing virtually every aspect of our …

Catalyzer: Sub-millisecond startup for serverless computing with initialization-less booting

D Du, T Yu, Y **a, B Zang, G Yan, C Qin, Q Wu… - Proceedings of the …, 2020 - dl.acm.org
Serverless computing promises cost-efficiency and elasticity for high-productive software
development. To achieve this, the serverless sandbox system must address two challenges …

Zygos: Achieving low tail latency for microsecond-scale networked tasks

G Prekas, M Kogias, E Bugnion - Proceedings of the 26th Symposium on …, 2017 - dl.acm.org
This paper focuses on the efficient scheduling on multicore systems of very fine-grain
networked tasks, which are the typical building block of online data-intensive applications …

Arrakis: The operating system is the control plane

S Peter, J Li, I Zhang, DRK Ports, D Woos… - ACM Transactions on …, 2015 - dl.acm.org
Recent device hardware trends enable a new approach to the design of network server
operating systems. In a traditional operating system, the kernel mediates access to device …

Eleos: ExitLess OS services for SGX enclaves

M Orenbach, P Lifshits, M Minkin… - Proceedings of the Twelfth …, 2017 - dl.acm.org
Intel Software Guard extensions (SGX) enable secure and trusted execution of user code in
an isolated enclave to protect against a powerful adversary. Unfortunately, running I/O …

[PDF][PDF] SoftNIC: A software NIC to augment hardware

S Han, K Jang, A Panda, S Palkar… - … , Tech. Rep. UCB …, 2015 - courses.grainger.illinois.edu
As the main gateway for network traffic to a server, the network interface card (NIC) is an
ideal place to incorporate diverse network functionality, such as traffic control, protocol …

Shedding light on static partitioning hypervisors for arm-based mixed-criticality systems

J Martins, S Pinto - 2023 IEEE 29th Real-Time and Embedded …, 2023 - ieeexplore.ieee.org
In this paper, we aim to understand the properties and guarantees of static partitioning
hypervisors (SPH) for Arm-based mixed-criticality systems (MCS). To this end, we performed …

Charm: Facilitating dynamic analysis of device drivers of mobile systems

SMS Talebi, H Tavakoli, H Zhang, Z Zhang… - 27th USENIX Security …, 2018 - usenix.org
Mobile systems, such as smartphones and tablets, incorporate a diverse set of I/O devices,
such as camera, audio devices, GPU, and sensors. This in turn results in a large number of …

Performance analysis of HPC applications in the cloud

RR Expósito, GL Taboada, S Ramos, J Touriño… - Future Generation …, 2013 - Elsevier
The scalability of High Performance Computing (HPC) applications depends heavily on the
efficient support of network communications in virtualized environments. However …

Lightweight kernel isolation with virtualization and VM functions

V Narayanan, Y Huang, G Tan, T Jaeger… - Proceedings of the 16th …, 2020 - dl.acm.org
Commodity operating systems execute core kernel subsystems in a single address space
along with hundreds of dynamically loaded extensions and device drivers. Lack of isolation …