Gil Einziger | DeepAI

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∙ 01/11/2023

Uncertainty Estimation based on Geometric Separation

In machine learning, accurately predicting the probability that a specif...

0 Gabriella Chouraqui, et al. ∙

∙ 11/18/2022

Virtual Service Embedding with Time-Varying Load and Provable Guarantees

Deploying services efficiently while satisfying their quality requiremen...

0 Gil Einziger, et al. ∙

∙ 11/03/2022

SQUID: Faster Analytics via Sampled Quantiles Data-structure

Measurement is a fundamental enabler of network applications such as loa...

0 Ran Ben Basat, et al. ∙

∙ 06/23/2022

A Geometric Method for Improved Uncertainty Estimation in Real-time

Machine learning classifiers are probabilistic in nature, and thus inevi...

0 Gabriella Chouraqui, et al. ∙

∙ 05/26/2022

QUIC-FL: Quick Unbiased Compression for Federated Learning

Distributed Mean Estimation (DME) is a fundamental building block in com...

0 Ran Ben Basat, et al. ∙

∙ 03/17/2022

False Negative Awareness in Indicator-based Caching Systems

Distributed caching systems such as content distribution networks often ...

0 Itamar Cohen, et al. ∙

∙ 02/15/2022

Parallel Virtual Machines Placement with Provable Guarantees

Network Function Virtualization (NFV) carries the potential for on-deman...

0 Itamar Cohen, et al. ∙

∙ 02/01/2022

Self-Adjusting Ego-Trees Topology for Reconfigurable Datacenter Networks

State-of-the-art topologies for datacenters (DC) and high-performance co...

0 Chen Griner, et al. ∙

∙ 07/19/2021

Limited Associativity Makes Concurrent Software Caches a Breeze

Software caches optimize the performance of diverse storage systems, dat...

0 Dolev Adas, et al. ∙

∙ 05/18/2021

Lightweight Robust Size Aware Cache Management

Modern key-value stores, object stores, Internet proxy caches, as well a...

0 Gil Einziger, et al. ∙

∙ 04/03/2021

Self-adjusting Advertisement of Cache Indicators with Bandwidth Constraints

Cache advertisements reduce the access cost by allowing users to skip th...

0 Itamar Cohen, et al. ∙

∙ 02/24/2021

SALSA: Self-Adjusting Lean Streaming Analytics

Counters are the fundamental building block of many data sketching schem...

0 Ran Ben Basat, et al. ∙

∙ 02/02/2021

On the Power of False Negative Awareness in Indicator-based Caching Systems

Distributed caching systems such as content distribution networks often ...

0 Itamar Cohen, et al. ∙

∙ 05/23/2020

Routing Oblivious Measurement Analytics

Network-wide traffic analytics are often needed for various network moni...

0 an Ben Basat, et al. ∙

∙ 04/21/2020

Faster and More Accurate Measurement through Additive-Error Counters

Counters are a fundamental building block for networking applications su...

0 Ran Ben Basat, et al. ∙

∙ 10/08/2019

Reducing Service Deployment Cost Through VNF Sharing

Thanks to its computational and forwarding capabilities, the mobile netw...

0 Francesco Malandrino, et al. ∙

∙ 06/26/2019

Verifying Robustness of Gradient Boosted Models

Gradient boosted models are a fundamental machine learning technique. Ro...

10 Gil Einziger, et al. ∙

∙ 10/05/2018

Memento: Making Sliding Windows Efficient for Heavy Hitters

Cloud operators require real-time identification of Heavy Hitters (HH) a...

0 Ran Ben Basat, et al. ∙

∙ 08/10/2018

Efficient Measurement on Programmable Switches Using Probabilistic Recirculation

Programmable network switches promise flexibility and high throughput, e...

0 Ran Ben Basat, et al. ∙

∙ 08/10/2018

Efficient Measurement on Programmable SwitchesUsing Probabilistic Recirculation

Programmable network switches promise flexibility and high throughput, e...

0 Ran Ben Basat, et al. ∙

∙ 04/14/2018

Scheduling Advertisement Delivery in Vehicular Networks

Vehicular users are emerging as a prime market for targeted advertisemen...

0 Gil Einziger, et al. ∙

∙ 12/05/2017

Pay for a Sliding Bloom Filter and Get Counting, Distinct Elements, and Entropy for Free

For many networking applications, recent data is more significant than o...

0 Eran Assaf, et al. ∙

∙ 12/02/2015

TinyLFU: A Highly Efficient Cache Admission Policy

This paper proposes to use a frequency based cache admission policy in o...

0 Gil Einziger, et al. ∙

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