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[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 …
investment performance Machine learning (ML) is changing virtually every aspect of our …
Catalyzer: Sub-millisecond startup for serverless computing with initialization-less booting
Serverless computing promises cost-efficiency and elasticity for high-productive software
development. To achieve this, the serverless sandbox system must address two challenges …
development. To achieve this, the serverless sandbox system must address two challenges …
Zygos: Achieving low tail latency for microsecond-scale networked tasks
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 …
networked tasks, which are the typical building block of online data-intensive applications …
Arrakis: The operating system is the control plane
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 …
operating systems. In a traditional operating system, the kernel mediates access to device …
Eleos: ExitLess OS services for SGX enclaves
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 …
an isolated enclave to protect against a powerful adversary. Unfortunately, running I/O …
[PDF][PDF] SoftNIC: A software NIC to augment hardware
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 …
ideal place to incorporate diverse network functionality, such as traffic control, protocol …
Shedding light on static partitioning hypervisors for arm-based mixed-criticality systems
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 …
hypervisors (SPH) for Arm-based mixed-criticality systems (MCS). To this end, we performed …
Charm: Facilitating dynamic analysis of device drivers of mobile systems
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 …
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
The scalability of High Performance Computing (HPC) applications depends heavily on the
efficient support of network communications in virtualized environments. However …
efficient support of network communications in virtualized environments. However …
Lightweight kernel isolation with virtualization and VM functions
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 …
along with hundreds of dynamically loaded extensions and device drivers. Lack of isolation …