The proceedings contain 52 papers. The topics discussed include: approximations to study the impact of the service discipline in systems with redundancy;multi-dimensional state space collapse in non-complete resource ...
ISBN:
(纸本)9798400706240
The proceedings contain 52 papers. The topics discussed include: approximations to study the impact of the service discipline in systems with redundancy;multi-dimensional state space collapse in non-complete resource pooling scenarios;strongly tail-optimal scheduling in the light-tailed M/G/1;heavy-traffic optimal size- and state-aware dispatching;MetaVRadar: measuring metaverse virtual reality network activity;analysis of false negative rates for recycling bloom filters (yes, they happen!);invertible bloom lookup tables with listing guarantees;lightweight acquisition and ranging of flows in the data plane;agents of autonomy: a systematic study of robotics on modern hardware;automated backend allocation for multi-model, on-device ai inference;and learning the optimal control for evolving systems with converging dynamics.
The proceedings contain 54 papers. The topics discussed include: Memtrade: marketplace for disaggregated memory clouds;mars: near-optimal throughput with shallow buffers in reconfigurable datacenter networks;architect...
ISBN:
(纸本)9798400700743
The proceedings contain 54 papers. The topics discussed include: Memtrade: marketplace for disaggregated memory clouds;mars: near-optimal throughput with shallow buffers in reconfigurable datacenter networks;architectural support for efficient data movement in fully disaggregated systems;duo: a high-throughput reconfigurable datacenter network using local routing and control;DiffForward: on balancing forwarding traffic for modern cloud block services via differentiated forwarding;go-to-controller is better: efficient and optimal LPM caching with splicing;noise in the clouds: influence of network performance variability on application scalability;smash: flexible, fast, and resource-efficient placement and lookup of distributed storage;enabling long-term fairness in dynamic resource allocation;PEACH: proactive and environment aware channel state information prediction with depth images;and characterizing the performance of accelerated jetson edge devices for training deep learning models.
The proceedings contain 59 papers. The topics discussed include: understanding I/O direct cache access performance for end host networking;traffic refinery: cost-aware data representation for machine learning on netwo...
ISBN:
(纸本)9781450391412
The proceedings contain 59 papers. The topics discussed include: understanding I/O direct cache access performance for end host networking;traffic refinery: cost-aware data representation for machine learning on network traffic;end-to-end characterization of game streaming applications on mobile platforms;toxicity in the decentralized web and the potential for model sharing;understanding the practices of global censorship through accurate, end-to-end measurements;trade or trick? detecting and characterizing scam tokens on uniswap decentralized exchange;argus: predictable millimeter-wave picocells with vision and learning augmentation;towards efficient sparse matrix vector multiplication on real processing-in-memory architectures;and YourAdvalue: measuring advertising price dynamics without bankrupting user privacy.
The proceedings contain 38 papers. The topics discussed include: federated bandit: a gossiping approach;statistically efficient, polynomial-time algorithms for combinatorial semi-bandits;information aggregation for co...
ISBN:
(纸本)9781450380720
The proceedings contain 38 papers. The topics discussed include: federated bandit: a gossiping approach;statistically efficient, polynomial-time algorithms for combinatorial semi-bandits;information aggregation for constrained online control;online virtual machine allocation with lifetime and load predictions;zero queueing for multi-server jobs;the Gittins policy is nearly optimal in the M/G/k under extremely general conditions;where did my 256 GB go? a measurement analysis of storage consumption on smart mobile devices;a measurement study of Wechat mini-apps;a look behind the curtain: traffic classification in an increasingly encrypted web;achieving zero asymptotic queueing delay for parallel jobs;and on the asymptotic insensitivity of the supermarket model in processor sharing systems.
The proceedings contain 53 papers. The topics discussed include: uniform loss algorithms for online stochastic decision-making with applications to bin packing;online primal-dual mirror descent under stochastic constr...
ISBN:
(纸本)9781450379854
The proceedings contain 53 papers. The topics discussed include: uniform loss algorithms for online stochastic decision-making with applications to bin packing;online primal-dual mirror descent under stochastic constraints;dynamic weighted fairness with minimal disruptions;online linear optimization with inventory management constraints;online optimization with predictions and non-convex losses;mechanism design for online resource allocation: a unified approach;predict and match: prophet inequalities with uncertain supply;fundamental limits on the regret of online network-caching;adaptive discretization for episodic reinforcement learning in metric spaces;fundamental limits of approximate gradient coding;and fast dimensional analysis for root cause investigation in a large-scale service environment.
The proceedings contain 46 papers. The topics discussed include: heavy-traffic delay optimality in pull-based load balancing systems: necessary and sufficient conditions;performance analysis of workload dependent load...
ISBN:
(纸本)9781450366786
The proceedings contain 46 papers. The topics discussed include: heavy-traffic delay optimality in pull-based load balancing systems: necessary and sufficient conditions;performance analysis of workload dependent load balancing policies;load balancing guardrails: keeping your heavy traffic on the road to low response times;RandomWalk based sampling for load balancing in multi-server systems;network resilience assessment via QoS degradation metrics: an algorithmic approach;retroactive packet sampling for traffic receipts;crystal gazer: profile-driven write-rationing garbage collection for hybrid memories;architecture-aware approximate computing;dynamic pricing of relocating resources in large networks;on the value of look-ahead in competitive online convex optimization;and competitive online optimization under inventory constraints.
We use bipartite graphs to model compatibility constraints that arise between tasks and servers in data centers, cloud computing systems and content delivery networks. We prove that servers with skewed graph neighborh...
详细信息
In this paper we develop the first methods to approximate the queue length distribution in a queueing system with redundancy under various service disciplines. We focus on a system with exponential job sizes, i.i.d. c...
详细信息
In response to the exponential surge in Video on Demand (VOD) traffic, numerous research endeavors have concentrated on optimizing and enhancing infrastructure efficiency. In contrast, this paper explores whether user...
详细信息
The proceedings contain 9 papers. The topics discussed include: are data caps reasonable?;are data caps reasonable?;a winners-take-all incentive mechanism for crowd-powered systems;relating metric distortion and fairn...
ISBN:
(纸本)9781450359160
The proceedings contain 9 papers. The topics discussed include: are data caps reasonable?;are data caps reasonable?;a winners-take-all incentive mechanism for crowd-powered systems;relating metric distortion and fairness of social choice rules;disaggregating user evaluations using the shapley value;optimal pricing for a peer-to-peer sharing platform under network externalities;diffusion in random networks: impact of degree distribution;economics of UAV-provided mobile services;and signaling in online retail: efficacy of public signals.
暂无评论