219 citations · 486 across the 13 of their papers we have counts for
14 papers
IIsy: Practical In-Network Classification
Changgang Zheng, Zhaoqi Xiong, Thanh T Bui +6
The rat race between user-generated data and data-processing systems is currently won by data. The increased use of machine learning leads to further increase in processing require…
Automating In-Network Machine Learning
Changgang Zheng, Mingyuan Zang, Xinpeng Hong +4
Using programmable network devices to aid in-network machine learning has been the focus of significant research. However, most of the research was of a limited scope, providing a…
Filling gaps in trustworthy development of AI
Shahar Avin, Haydn Belfield, Miles Brundage +9
The range of application of artificial intelligence (AI) is vast, as is the potential for harm. Growing awareness of potential risks from AI systems has spurred action to address t…
Quantum fluxes at the inner horizon of a near-extremal spherical charged black hole
Noa Zilberman, Amos Ori
We analyze and compute the semiclassical stress-energy flux components, the outflux and the influx ( and being the standard n…
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
Miles Brundage, Shahar Avin, Jasmine Wang +56
With the recent wave of progress in artificial intelligence (AI) has come a growing awareness of the large-scale impacts of AI systems, and recognition that existing regulations an…
Quantum fluxes at the inner horizon of a spherical charged black hole
Noa Zilberman, Adam Levi, Amos Ori
In an ongoing effort to explore quantum effects on the interior geometry of black holes, we explicitly compute the semiclassical flux components $\left\langle T_{uu}\right\rangle _…
Partitioned Paxos via the Network Data Plane
Huynh Tu Dang, Pietro Bressana, Han Wang +6
Consensus protocols are the foundation for building fault-tolerant, distributed systems, and services. They are also widely acknowledged as performance bottlenecks. Several recent…
Analysis of quantum effects inside spherical charged black holes
Assaf Lanir, Amos Ori, Noa Zilberman +3
We numerically compute the renormalized expectation value of a minimally-coupled massless quantum scalar field in the interior of a four-dimensional…
LaKe: An Energy Efficient, Low Latency, Accelerated Key-Value Store
Yuta Tokusashi, Hiroki Matsutani, Noa Zilberman
Key-value store is a popular type of cloud computing applications. The performance of key-value store applications have been shown to be very sensitive to load within the data cent…
The rotational shear in pre-collapse cores of massive stars
Noa Zilberman, Avishai Gilkis, Noam Soker
We evolve stellar models to study the rotational profiles of the pre-explosion cores of single massive stars that are progenitors of core collapse supernovae (CCSNe), and find larg…
Extending programs with debug-related features, with application to hardware development
Nik Sultana, Salvator Galea, David Greaves +8
The capacity and programmability of reconfigurable hardware such as FPGAs has improved steadily over the years, but they do not readily provide any mechanisms for monitoring or deb…
Prototyping RISC Based, Reconfigurable Networking Applications in Open Source
Jong Hun Han, Noa Zilberman, Bjoern A. Zeeb +2
In the last decade we have witnessed a rapid growth in data center systems, requiring new and highly complex networking devices. The need to refresh networking infrastructure whene…
Setting the Foundations for PoP-Based Internet Evolution Models
Noa Zilberman, Yuval Shavitt
Developing an evolution model of the Internet has been a long standing research challenge. Such a model can improve the design and placement of communication infrastructure, reduci…
A Study of Geolocation Databases
Yuval Shavitt, Noa Zilberman
The geographical location of Internet IP addresses has an importance both for academic research and commercial applications. Thus, both commercial and academic databases and tools…