Ion Stoica

Q: What Schools Are Affiliated With Ion Stoica

Ion Stoica is affiliated with the following schools: University of California, Berkeley, Politehnica University of Bucharest, Carnegie Mellon University

Ion Stoica's AcademicInfluence.com Rankings

Ion Stoica

Computer Science

#214

World Rank

#222

Historical Rank

#127

USA Rank

Database

#210

World Rank

#218

Historical Rank

#102

USA Rank

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Computer Science

Ion Stoica's Degrees

PhD Computer Science Carnegie Mellon University
Masters Computer Science Carnegie Mellon University

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Why Is Ion Stoica Influential?

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According to Wikipedia, Ion Stoica is a Romanian–American computer scientist specializing in distributed systems, cloud computing and computer networking. He is a professor of computer science at the University of California, Berkeley and co-director of AMPLab. He co-founded Conviva and Databricks with other original developers of Apache Spark.

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Ion Stoica's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Chord: A scalable peer-to-peer lookup service for internet applications (2001) (11747)
A view of cloud computing (2010) (9961)
Above the Clouds: A Berkeley View of Cloud Computing (2009) (7317)
Spark: Cluster Computing with Working Sets (2010) (5190)
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing (2012) (4272)
Chord: a scalable peer-to-peer lookup protocol for internet applications (2003) (2999)
Improving MapReduce Performance in Heterogeneous Environments (2008) (1905)
Wide-area cooperative storage with CFS (2001) (1866)
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center (2011) (1828)
A data-oriented (and beyond) network architecture (2007) (1686)
Delay scheduling: a simple technique for achieving locality and fairness in cluster scheduling (2010) (1588)
Apache Spark (2016) (1246)
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types (2011) (1185)
Discretized streams: fault-tolerant streaming computation at scale (2013) (1075)
GraphX: Graph Processing in a Distributed Dataflow Framework (2014) (1044)
Internet indirection infrastructure (2002) (971)
Geographic routing without location information (2003) (924)
Reining in the Outliers in Map-Reduce Clusters using Mantri (2010) (793)
Looking up data in P2P systems (2003) (792)
Understanding the impact of video quality on user engagement (2011) (753)
Apache Spark: a unified engine for big data processing (2016) (740)
BlinkDB: queries with bounded errors and bounded response times on very large data (2012) (738)
Ray: A Distributed Framework for Emerging AI Applications (2017) (722)
The impact of DHT routing geometry on resilience and proximity (2003) (684)
Robust incentive techniques for peer-to-peer networks (2004) (672)
GraphX: a resilient distributed graph system on Spark (2013) (667)
Sparrow: distributed, low latency scheduling (2013) (629)
Managing data transfers in computer clusters with orchestra (2011) (629)
Core-stateless fair queueing: achieving approximately fair bandwidth allocations in high speed networks (1998) (619)
Towards a Common API for Structured Peer-to-Peer Overlays (2003) (609)
OpenDHT: a public DHT service and its uses (2005) (597)
Providing guaranteed services without per flow management (1999) (570)
Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters (2012) (532)
Free-riding and whitewashing in peer-to-peer systems (2004) (531)
X-Trace: A Pervasive Network Tracing Framework (2007) (529)
Effective Straggler Mitigation: Attack of the Clones (2013) (519)
Load Balancing in Structured P2P Systems (2003) (517)
RLlib: Abstractions for Distributed Reinforcement Learning (2017) (508)
Shark: SQL and rich analytics at scale (2012) (467)
Tune: A Research Platform for Distributed Model Selection and Training (2018) (465)
Packet fair queueing algorithms for wireless networks with location-dependent errors (1998) (457)
Core-stateless fair queueing: a scalable architecture to approximate fair bandwidth allocations in high-speed networks (2003) (440)
Clipper: A Low-Latency Online Prediction Serving System (2016) (434)
Load balancing in dynamic structured P2P systems (2004) (426)
Occupy the cloud: distributed computing for the 99% (2017) (424)
NetCache: Balancing Key-Value Stores with Fast In-Network Caching (2017) (422)
FairCloud: sharing the network in cloud computing (2011) (422)
Developing a predictive model of quality of experience for internet video (2013) (415)
Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics (2016) (412)
A proportional share resource allocation algorithm for real-time, time-shared systems (1996) (403)
Job Scheduling for Multi-User MapReduce Clusters (2009) (403)
Endpoint admission control: architectural issues and performance (2000) (394)
Beacon vector routing: scalable point-to-point routing in wireless sensornets (2005) (392)
Complex Queries in DHT-based Peer-to-Peer Networks (2002) (390)
Implementing declarative overlays (2005) (377)
Cloud Programming Simplified: A Berkeley View on Serverless Computing (2019) (364)
Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks (2014) (354)
ROFL: routing on flat labels (2006) (353)
Scarlett: coping with skewed content popularity in mapreduce clusters (2011) (353)
Routing Algorithms for DHTs: Some Open Questions (2002) (343)
A layered naming architecture for the internet (2004) (329)
PACMan: Coordinated Memory Caching for Parallel Jobs (2012) (326)
A unifying link abstraction for wireless sensor networks (2005) (325)
Coflow: a networking abstraction for cluster applications (2012) (322)
Efficient coflow scheduling with Varys (2014) (316)
Declarative networking: language, execution and optimization (2006) (314)
Low Latency Geo-distributed Data Analytics (2015) (310)
Querying the Internet with PIER (2003) (306)
ODR: output-deterministic replay for multicore debugging (2009) (304)
Building peer-to-peer systems with chord, a distributed lookup service (2001) (288)
Flush: a reliable bulk transport protocol for multihop wireless networks (2007) (286)
Opaque: An Oblivious and Encrypted Distributed Analytics Platform (2017) (280)
Efficient Coflow Scheduling Without Prior Knowledge (2015) (280)
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules (2019) (277)
OverQoS: An Overlay Based Architecture for Enhancing Internet QoS (2004) (277)
Chameleon: scalable adaptation of video analytics (2018) (276)
Listen and whisper: security mechanisms for BGP (2004) (269)
Declarative routing: extensible routing with declarative queries (2005) (260)
Faster and More Accurate Sequence Alignment with SNAP (2011) (259)
Pathlet routing (2009) (259)
A policy-aware switching layer for data centers (2008) (246)
Incentives for Cooperation in Peer-to-Peer Networks (2003) (245)
The Architecture of PIER: an Internet-Scale Query Processor (2005) (245)
Peer-to-Peer Systems II (2003) (245)
Minimizing churn in distributed systems (2006) (231)
The Case for a Hybrid P2P Search Infrastructure (2004) (229)
Bolt-on causal consistency (2013) (228)
Reoptimizing Data Parallel Computing (2012) (223)
One More Bit is Enough (2008) (223)
Highly Available Transactions: Virtues and Limitations (2013) (217)
NetChain: Scale-Free Sub-RTT Coordination (2018) (213)
REUNITE: a recursive unicast approach to multicast (2000) (213)
Declarative networking (2009) (212)
HLP: a next generation inter-domain routing protocol (2005) (211)
Multi-resource fair queueing for packet processing (2012) (210)
Quanto: Tracking Energy in Networked Embedded Systems (2008) (207)
Probabilistically Bounded Staleness for Practical Partial Quorums (2012) (202)
HTTP as the narrow waist of the future internet (2010) (202)
Surviving failures in bandwidth-constrained datacenters (2012) (202)
Micro Power Meter for Energy Monitoring of Wireless Sensor Networks at Scale (2007) (201)
A hierarchical fair service curve algorithm for link-sharing, real-time and priority services (1997) (198)
GRASS: Trimming Stragglers in Approximation Analytics (2014) (197)
Achieving convergence-free routing using failure-carrying packets (2007) (196)
Replay debugging for distributed applications (2006) (196)
Coordination Avoidance in Database Systems (2014) (194)
Choosy: max-min fair sharing for datacenter jobs with constraints (2013) (193)
Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning (2018) (184)
The design and implementation of a declarative sensor network system (2007) (184)
Knowing when you're wrong: building fast and reliable approximate query processing systems (2014) (181)
Fast and Interactive Analytics over Hadoop Data with Spark (2012) (175)
Understanding the impact of video quality on user engagement (2011) (175)
Internet indirection infrastructure (2004) (174)
Learning to Optimize Join Queries With Deep Reinforcement Learning (2018) (173)
A Berkeley View of Systems Challenges for AI (2017) (171)
Drizzle: Fast and Adaptable Stream Processing at Scale (2017) (171)
Carat: collaborative energy diagnosis for mobile devices (2013) (170)
Ansor : Generating High-Performance Tensor Programs for Deep Learning (2020) (170)
Leveraging endpoint flexibility in data-intensive clusters (2013) (166)
Blue-Fi: enhancing Wi-Fi performance using bluetooth signals (2009) (165)
FetchSGD: Communication-Efficient Federated Learning with Sketching (2020) (164)
SparkNet: Training Deep Networks in Spark (2015) (161)
An overlay MAC layer for 802.11 networks (2005) (160)
A case for a coordinated internet video control plane (2012) (158)
Heterogeneity and load balance in distributed hash tables (2005) (156)
Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure (2019) (155)
A cost comparison of datacenter network architectures (2010) (150)
Shark: fast data analysis using coarse-grained distributed memory (2012) (149)
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark (2018) (145)
Friday: Global Comprehension for Distributed Replay (2007) (143)
Disk-Locality in Datacenter Computing Considered Irrelevant (2011) (143)
OverQoS: offering Internet QoS using overlays (2003) (141)
Enhancing P2P File-Sharing with an Internet-Scale Query Processor (2004) (141)
Taming IP packet flooding attacks (2004) (141)
Host Mobility Using an Internet Indirection Infrastructure (2003) (140)
Towards a Sensor Network Architecture: Lowering the Waistline (2005) (139)
Communication-efficient distributed SGD with Sketching (2019) (137)
Scalable Atomic Visibility with RAMP Transactions (2014) (136)
Denial-of-service resilience in peer-to-peer file sharing systems (2005) (132)
Ray RLLib: A Composable and Scalable Reinforcement Learning Library (2017) (132)
Balancing traffic load in wireless networks with curveball routing (2007) (130)
Deep Unsupervised Cardinality Estimation (2019) (126)
TCP model for short lived flows (2002) (126)
A quest for an Internet video quality-of-experience metric (2012) (125)
Efficient coflow scheduling with Varys (2015) (124)
A hierarchical fair service curve algorithm for link-sharing, real-time, and priority services (2000) (123)
HUG: Multi-Resource Fairness for Correlated and Elastic Demands (2016) (122)
CFA: A Practical Prediction System for Video QoE Optimization (2016) (119)
Adaptive Stream Processing using Dynamic Batch Sizing (2014) (118)
Load balancing in dynamic structured peer-to-peer systems (2006) (118)
EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding (2016) (114)
The SAHARA Model for Service Composition across Multiple Providers (2002) (113)
Routing as a Service (2006) (112)
Non-Transitive Connectivity and DHTs (2005) (112)
An Empirical Study of the Coolstreaming+ System (2007) (111)
FairCloud: sharing the network in cloud computing (2011) (110)
C3: Internet-Scale Control Plane for Video Quality Optimization (2015) (110)
Scaling Spark in the Real World: Performance and Usability (2015) (110)
Hierarchical scheduling for diverse datacenter workloads (2013) (110)
Cake: enabling high-level SLOs on shared storage systems (2012) (110)
On failure detection algorithms in overlay networks (2005) (109)
Reducing Congestion Effects in Wireless Networks by Multipath Routing (2006) (109)
Characterizing selfishly constructed overlay routing networks (2004) (108)
Blink and It's Done: Interactive Queries on Very Large Data (2012) (108)
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization (2019) (107)
Multi-Level Discovery of Deep Options (2017) (103)
The Power of Choice in Data-Aware Cluster Scheduling (2014) (101)
The Case for Tiny Tasks in Compute Clusters (2013) (101)
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching (2019) (101)
Above the Clouds : A View of Cloud Computing (2009) (100)
A case for a coordinated internet video control plane (2012) (98)
Helen: Maliciously Secure Coopetitive Learning for Linear Models (2019) (98)
Backup path allocation based on a correlated link failure probability model in overlay networks (2002) (96)
Global Environment for Network Innovations (2005) (95)
A modular network layer for sensorsets (2006) (94)
Time-evolving graph processing at scale (2016) (91)
CloudPolice: taking access control out of the network (2010) (91)
LIRA: An Approach for Service Differentiation in the Internet (1998) (91)
Stateless Core: A Scalable Approach for Quality of Service in the Internet (2004) (90)
Beacon vector routing: Scalable point-to-point in wireless sensornets (2004) (90)
Duality between resource reservation and proportional share resource allocation (1996) (88)
Numpywren: Serverless Linear Algebra (2018) (88)
GraphX: Unifying Data-Parallel and Graph-Parallel Analytics (2014) (86)
The potential dangers of causal consistency and an explicit solution (2012) (86)
Neural packet classification (2019) (86)
Succinct: Enabling Queries on Compressed Data (2015) (85)
A Microeconomic Scheduler for Parallel Computers (1995) (80)
OCALA: An Architecture for Supporting Legacy Applications over Overlays (2006) (77)
IP Options are not an option (2005) (76)
What serverless computing is and should become (2021) (74)
Modeling middleboxes (2008) (74)
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data (2015) (73)
NeuroCard: One Cardinality Estimator for All Tables (2020) (73)
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity (2015) (71)
DDCO: Discovery of Deep Continuous Options for Robot Learning from Demonstrations (2017) (71)
Blink: Fast and Generic Collectives for Distributed ML (2019) (69)
Contrastive Code Representation Learning (2020) (69)
SparkR: Scaling R Programs with Spark (2016) (67)
True elasticity in multi-tenant data-intensive compute clusters (2012) (67)
DIZK: A Distributed Zero Knowledge Proof System (2018) (64)
ASAP: Fast, Approximate Graph Pattern Mining at Scale (2018) (63)
Wireless ACK Collisions Not Considered Harmful (2008) (63)
Making the world (of communications) a different place (2005) (62)
Modeling the adoption of new network architectures (2007) (62)
Quantifying eventual consistency with PBS (2014) (61)
FairRide: Near-Optimal, Fair Cache Sharing (2016) (61)
NeuroVectorizer: end-to-end vectorization with deep reinforcement learning (2019) (61)
Hidden-action in multi-hop routing (2005) (60)
Failure as a Service (FaaS): A Cloud Service for Large- Scale, Online Failure Drills (2011) (60)
The Nebula Future Internet Architecture (2013) (59)
Earliest Eligible Virtual Deadline First : A Flexible and Accurate Mechanism for Proportional Share Resource Allocation (1995) (58)
CellIQ : Real-Time Cellular Network Analytics at Scale (2015) (56)
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly (2012) (56)
Real-Time Machine Learning: The Missing Pieces (2017) (55)
Towards a More Functional and Secure Network Infrastructure (2003) (55)
Discretized Streams: A Fault-Tolerant Model for Scalable Stream Processing (2012) (55)
Sharing aggregate computation for distributed queries (2007) (52)
Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration (2019) (50)
Unleashing the Potential of Data-Driven Networking (2017) (50)
Gemmini: An Agile Systolic Array Generator Enabling Systematic Evaluations of Deep-Learning Architectures (2019) (49)
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models (2021) (47)
Dynamic Space-Time Scheduling for GPU Inference (2018) (46)
Cloud Terminal: Secure Access to Sensitive Applications from Untrusted Systems (2012) (46)
A Waypoint Service Approach to Connect Heterogeneous Internet Address Spaces (2001) (45)
Serverless linear algebra (2020) (45)
Model-Based Value Expansion for Efficient Model-Free Reinforcement Learning (2018) (44)
Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection (2019) (43)
Shedding light on the structure of internet video quality problems in the wild (2013) (43)
BlowFish: Dynamic Storage-Performance Tradeoff in Data Stores (2016) (42)
AutoPandas: neural-backed generators for program synthesis (2019) (42)
Tradeoffs in CDN designs for throughput oriented traffic (2012) (42)
iOLAP: Managing Uncertainty for Efficient Incremental OLAP (2016) (41)
Quantifying Disincentives in Peer-to-Peer Networks (2009) (41)
InferLine: latency-aware provisioning and scaling for prediction serving pipelines (2020) (40)
A Common Substrate for Cluster Computing (2009) (40)
OverDoSe: A Generic DDoS Protection Service Using an Overlay Network (2006) (39)
The Datacenter Needs an Operating System (2011) (39)
Confluo: Distributed Monitoring and Diagnosis Stack for High-speed Networks (2019) (39)
ZipG: A Memory-efficient Graph Store for Interactive Queries (2017) (39)
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning (2022) (38)
InferLine: ML Inference Pipeline Composition Framework (2018) (37)
Self-verifying CSFQ (2002) (34)
A Cost Comparison of Data Center Network Architectures (2010) (34)
Over QoS: Offering QoS using overlays (2002) (33)
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training (2021) (33)
Lineage stash: fault tolerance off the critical path (2019) (33)
Macroscope: end-point approach to networked application dependency discovery (2009) (33)
One more bit is enough (2005) (32)
HAT, Not CAP: Towards Highly Available Transactions (2013) (32)
Building Extensible Networks with Rule-Based Forwarding (2010) (32)
A brief overview of the NEBULA future internet architecture (2014) (31)
Per Hop Behaviors Based on Dynamic Packet State (2002) (30)
EONA: Experience-Oriented Network Architecture (2014) (30)
Fair On-Line Scheduling of a Dynamic Set of Tasks on a Single Resource (1997) (30)
Design guidelines for robust Internet protocols (2003) (30)
A scalable and robust solution for bandwidth allocation (2002) (28)
Reliable broadcast in unknown fixed-identity networks (2005) (28)
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline (2019) (28)
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning (2020) (28)
Tachyon : Memory Throughput I / O for Cluster Computing Frameworks (2013) (27)
Automating Diagnosis of Cellular Radio Access Network Problems (2017) (27)
AutoPhase: Compiler Phase-Ordering for HLS with Deep Reinforcement Learning (2019) (27)
Parametrized Hierarchical Procedures for Neural Programming (2018) (26)
Cerebro: A Platform for Multi-Party Cryptographic Collaborative Learning (2021) (26)
LagOver: Latency Gradated Overlays (2007) (26)
SAAR: A Shared Control Plane for Overlay Multicast (2007) (25)
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles (2021) (24)
FastLane: making short flows shorter with agile drop notification (2015) (24)
Characterizing selfishly constructed overlay networks (2004) (24)
Quality of Service — IWQoS 2003: 11th International Workshop Berkeley, CA, USA, June 2–4, 2003 Proceedings (2003) (23)
Reliable, Memory Speed Storage for Cluster Computing Frameworks (2014) (23)
A View on Deep Reinforcement Learning in System Optimization (2019) (23)
Hold 'em or fold 'em?: aggregation queries under performance variations (2016) (23)
DORY: An Encrypted Search System with Distributed Trust (2020) (23)
Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems (2018) (23)
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers (2020) (22)
Oblivious coopetitive analytics using hardware enclaves (2020) (22)
Arthur : Rich Post-Facto Debugging for Production Analytics Applications (2013) (22)
Beacon Location Service: A Location Service for Point-to-Point Routing in Wireless Sensor Networks (2007) (22)
Caerus: NIMBLE Task Scheduling for Serverless Analytics (2021) (21)
TCP-aware packet marking in networks with DiffServ support (2003) (21)
Supporting best-effort traffic with fair service curve (1999) (21)
Coflow: An Application Layer Abstraction for Cluster Networking (2012) (21)
MLSys: The New Frontier of Machine Learning Systems (2019) (21)
Chameleon (2018) (20)
Sparrow: Scalable Scheduling for Sub-Second Parallel Jobs (2013) (20)
SysML: The New Frontier of Machine Learning Systems (2019) (20)
From cloud computing to sky computing (2021) (20)
Analyzing Cooperative Containment of Fast Scanning Worms (2005) (20)
Bridging the GAP: towards approximate graph analytics (2018) (19)
Dominant Resource Fairness: Fair Allocation of Heterogeneous Resources in Datacenters (2010) (19)
A general bootstrap performance diagnostic (2013) (19)
Focus Replay Debugging Effort on the Control Plane (2010) (19)
Revitalizing the public internet by making it extensible (2021) (19)
Multi-Task Hierarchical Imitation Learning for Home Automation (2019) (18)
Nexus: A Common Substrate for Cluster Computing (2009) (18)
Accelerating Quadratic Optimization with Reinforcement Learning (2021) (18)
Asynchronous Complex Analytics in a Distributed Dataflow Architecture (2015) (18)
Queueing Algorithms for Wireless with Location-Dependent Errors (1998) (18)
Selectivity Estimation with Deep Likelihood Models (2019) (18)
Stabilizing Route Selection in BGP (2015) (18)
Contextual Multi-Armed Bandits for Link Adaptation in Cellular Networks (2019) (17)
Scaling Replicated State Machines with Compartmentalization (2021) (17)
Proceedings of the ACM SIGCOMM 2008 conference on Data communication (2008) (17)
Snapshots in Hadoop Distributed File System (2011) (17)
A Million Cancer Genome Warehouse (2012) (17)
ProTuner: Tuning Programs with Monte Carlo Tree Search (2020) (16)
Privacy Preserving Ranked Multi-Keyword Search for Multiple Data Owners in Cloud Computing (2016) (16)
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report) (2020) (16)
Support for service composition in i3 (2004) (15)
Coordination-Avoiding Database Systems (2014) (15)
Supporting Legacy Applications over i 3 (2004) (15)
Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale (2020) (14)
Customizable Routing with Declarative Queries (2004) (14)
RubberBand: cloud-based hyperparameter tuning (2021) (14)
Hidden-Action in Network Routing (2007) (13)
Twenty Years After: Hierarchical Core-Stateless Fair Queueing (2021) (13)
Towards a Next Generation Inter-domain Routing Protocol (2004) (13)
A New Approach to Implement Proportional Share Resource Allocation (1995) (13)
Waldo: A Private Time-Series Database from Function Secret Sharing (2022) (13)
Reducing Congestion Effects by Multipath Routing in Wireless Networks (2006) (13)
Highly Available Transactions: Virtues and Limitations (Extended Version) (2013) (12)
Mechanism Design with Bandit Feedback (2020) (12)
Decentralized security mechanisms for routing protocols (2005) (12)
A scalable distributed spatial index for the internet-of-things (2017) (12)
The OoO VLIW JIT Compiler for GPU Inference (2019) (12)
A Case for Performance-Centric Network Allocation (2012) (12)
Sweet Storage SLOs with Frosting (2012) (12)
TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers (2021) (12)
Monarch: Gaining Command on Geo-Distributed Graph Analytics (2018) (11)
PBS at work: advancing data management with consistency metrics (2013) (11)
Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems (2020) (11)
SCONE: A Tool to Estimate Shared Congestion Among Internet Paths (2004) (11)
Packet marking for Web traffic in networks with RIO routers (2001) (11)
Adaptive Distributed Time-Slot Based Scheduling for Fairness in Multi-Hop Wireless Networks (2008) (10)
Scalable atomic visibility with RAMP transactions (2014) (10)
Strategyproofness, Leontief Economies and the Kalai-Smorodinsky Solution (2011) (10)
Building a flexible and efficient routing infrastructure: Need and chal-lenges (2003) (10)
Batch Sampling : Low Overhead Scheduling for Sub-Second Parallel Jobs (2012) (10)
Report of the NSF Workshop on Research Challenges in Distributed Computer Systems (2005) (10)
Conquering big data with spark and BDAS (2014) (10)
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks (2019) (10)
Analyzing P2P Overlays with Recursive Queries (2003) (10)
Trends and Challenges in Big Data Processing (2016) (9)
A Network Layer Architecture for Sensornets (2006) (9)
Online Learning Demands in Max-min Fairness (2020) (9)
Automating the debugging of datacenter applications with ADDA (2013) (9)
Performance and Scalability of Broadcast in Spark (2010) (9)
Fog Robotics Algorithms for Distributed Motion Planning Using Lambda Serverless Computing (2020) (9)
D3: a dynamic deadline-driven approach for building autonomous vehicles (2022) (9)
A SIMPLE HYPERBOLIC MODEL FOR COMMUNICATION IN PARALLEL PROCESSING ENVIRONMENT (1994) (8)
Declarative networking with distributed recursive query processing (2006) (8)
Listen and Whisper: Security Mechanisms for BGP (Awarded Best Student Paper!) (2004) (8)
HAT, not CAP: Highly Available Transactions (2013) (8)
TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs (2021) (8)
Surviving failures in bandwidth-constrained datacenters (2012) (8)
Jiffy: elastic far-memory for stateful serverless analytics (2022) (8)
Exploring Congestion Control (2002) (8)
Replay Debugging for Distributed Applications (Awarded Best Paper!) (2006) (8)
Hypervisors as a Foothold for Personal Computer Security: An Agenda for the Research Community (2012) (8)
A Hyperbolic Model for Communications in Layered Parallel Processing Environments (1996) (8)
RLDRM: Closed Loop Dynamic Cache Allocation with Deep Reinforcement Learning for Network Function Virtualization (2020) (8)
COPS: Quality of Service vs. Any Service at All (2005) (7)
Improving visibility of distributed systems through execution tracing (2009) (7)
Tegra: Efficient Ad-Hoc Analytics on Time-Evolving Graphs (2019) (7)
Rule-based Forwarding (RBF): Improving Internet's flexibility and security (2009) (7)
Brief announcement: towards a secure indirection infrastructure (2004) (7)
End-host controlled multicast routing (2006) (7)
Peer-to-peer systems II : second International Workshop, IPTPS 2003, Berkeley, CA, USA, February 21-22, 2003 : revised papers (2003) (7)
Blink: A fast NVLink-based collective communication library (2018) (7)
Harmonia (2019) (7)
A Simple Algorithm for Computing Minimum Spanning Trees in the Internet (1997) (7)
Enabling Innovation Below the Communication API (2009) (6)
DCR: Replay Debugging for the Datacenter (2010) (6)
Fast and Accurate Performance Analysis of LTE Radio Access Networks (2016) (6)
Bipartisan Paxos: A Modular State Machine Replication Protocol (2020) (6)
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data (2021) (6)
Ownership: A Distributed Futures System for Fine-Grained Tasks (2021) (6)
Constrained Thompson Sampling for Wireless Link Optimization (2019) (6)
Querying at Internet scale (2004) (6)
Proceedings of the 3rd USENIX conference on Hot topics in cloud computing (2011) (6)
FastLane: An Agile Congestion Signaling Mechanism for Improving Datacenter Performance (2013) (6)
Wavelet: Efficient DNN Training with Tick-Tock Scheduling (2021) (6)
A Longitudinal and Cross-Dataset Study of Internet Latency and Path Stability (2014) (5)
RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store (2021) (5)
Coordination Avoidance in Database Systems (Extended Version) (2014) (5)
AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning (2019) (5)
Exploring Tradeoffs in Failure Detection in Routing Overlays (2003) (5)
Packet classification as a fundamental network primitive (2009) (5)
A Simple and Fast Distributed Algorithm to Compute a Minimum Spanning Tree in the Internet (1995) (5)
Variable Skipping for Autoregressive Range Density Estimation (2020) (5)
Group Therapy for Systems: Using Link Attestations to Manage Failures (2006) (5)
Dex-Net AR: Distributed Deep Grasp Planning Using a Commodity Cellphone and Augmented Reality App (2020) (4)
Balsa: Learning a Query Optimizer Without Expert Demonstrations (2022) (4)
Deep Reinforcement Learning in System Optimization (2019) (4)
Gauss: program synthesis by reasoning over graphs (2021) (4)
FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2 (2022) (4)
Mesos: Flexible Resource Sharing for the Cloud (2011) (4)
Grounded Graph Decoding Improves Compositional Generalization in Question Answering (2021) (4)
Modeling Communication in Cluster Computing (1995) (4)
Online Learning of Competitive Equilibria in Exchange Economies (2021) (4)
A robust and flexible microeconomic scheduler for parallel computers (1996) (4)
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem (2020) (4)
MultiChord: A Resilient Namespace Management Protocol (2004) (4)
HTTP: An Evolvable Narrow Waist for the Future Internet (2012) (4)
Systems and ML: When the Sum is Greater than Its Parts (2020) (4)
Supporting Legacy Applications over Routing Overlays (2004) (4)
Designing distributed systems for heterogeneity (2009) (4)
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments (2021) (4)
Conquering Big Data with Spark (2015) (4)
A Time-Optimal Multiple-Query Nearest-Neighbor Algorithm on Meshes with Multiple Broadcasting (1995) (4)
DFS-Perf : A Scalable and Unified Benchmarking Framework for Distributed File Systems (2016) (4)
Securing User-Controlled Routing Infrastructures (2008) (3)
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs (2022) (3)
Scaling Replicated State Machines with Compartmentalization [Technical Report] (2021) (3)
Read-Write Quorum Systems Made Practical (2021) (3)
Exoshuffle: Large-Scale Shuffle at the Application Level (2022) (3)
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks (2023) (3)
Distributed Reinforcement Learning is a Dataflow Problem (2020) (3)
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Nonlinear Scaling with Adaptive Parallelism (2020) (3)
Communication-Efficient Federated Learning with Sketching (2020) (3)
Cooperative Containment of Fast Scanning Worms (2004) (3)
Gambling heuristic on a chord ring (2005) (3)
PAC Best Arm Identification Under a Deadline (2021) (3)
Learning Heterogeneous Cloud Storage Configuration for Data Analytics (2018) (3)
Solving System Problems with Machine Learning (2019) (3)
DCR : Replay Debugging for the Datacenter Gautam Altekar (2010) (3)
FastLane: Agile Drop Notification for Datacenter Networks (2013) (3)
Evaluating the Hyperbolic Model on a Variety of Architectures (1996) (3)
sensAI: Fast ConvNets Serving on Live Data via Class Parallelism (2020) (3)
On the Consistency of DHT-Based Routing (2007) (2)
Hierarchical Variational Imitation Learning of Control Programs (2019) (2)
The GraphX Graph Processing System (2013) (2)
A Location Service for Point-to-Point Routing in Wireless Sensor Networks (2007) (2)
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Seattle, WA, USA, August 17-22, 2008 (2008) (2)
An efficient packet service algorithm for high-speed ATM switches (1998) (2)
ODR : Output-Deterministic Replay for Multicore Debugging – v (2009) (2)
9 Conclusions and Future Work (2004) (2)
Task-Relevant Embeddings for Robust Perception in Reinforcement Learning (2018) (2)
Core-St at eless Fair Queueing : Achieving Approximately Fair Bandwidth Allocations in High Speed Networks (1998) (2)
NumS: Scalable Array Programming for the Cloud (2022) (2)
Record Placement Based on Data Skew Using Solid State Drives (2014) (2)
Elastic Hyperparameter Tuning on the Cloud (2021) (2)
Flexible and Robust Large Scale Multicast using � (2013) (2)
InferLine : Prediction Pipeline Provisioning and Management for Tight Latency Objectives (2019) (2)
IMPACT OF DELIVERY ECO-SYSTEM VARIABILITY AND DIVERSITY ON INTERNET VIDEO QUALITY (2012) (2)
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report] (2020) (2)
EFLoW : End-to-end Fairness using Local Weights in Wireless Networks (2007) (1)
Load Balancing in Structured P2P Systems using Server Reassignment Technique (2016) (1)
Tachyon (2019) (1)
TAOBench (2022) (1)
Learning Competitive Equilibria in Exchange Economies with Bandit Feedback (2021) (1)
Data-Driven Networking : Harnessing the “ Unreasonable Effectiveness of Data ” in Network Design (2016) (1)
Towards Fast and Scalable Graph Pattern Mining (2018) (1)
Towards More Robust Internet Protocols (1)
Simple and Automatic Distributed Machine Learning on Ray (2021) (1)
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays (2022) (1)
Predicting Wi-Fi Availability using Bluetooth and Cellular Signals (2008) (1)
Proceedings of the 21st ACM Workshop on Hot Topics in Networks (2011) (1)
Ray RLlib: A Framework for Distributed Reinforcement Learning (2017) (1)
A New Communications API (2009) (1)
Time-evolving Graph Processing on Commodity Clusters (2017) (1)
Quantifying eventual consistency with PBS (2013) (1)
Learning to Optimize JoinQueries With Deep Reinforcement Learning (2019) (1)
ESCHER: expressive scheduling with ephemeral resources (2022) (1)
NetChain: Scale-Free Sub-RTT Coordination (Extended Version) (2018) (1)
A Simple Ordered and Reliable Group Multicast Protocol (1994) (1)
An Empirical Study of the Control and Data Planes ( or Control Plane Determinism is Key for Replay Debugging Datacenter Applications ) (2010) (1)
NetHint: White-Box Networking for Multi-Tenant Data Centers (2022) (1)
Measurement and Analysis of Ultrapeer-based P2P Search Networks (2003) (1)
Neural Inference of API Functions from Input–Output Examples (2018) (1)
Benchmark of Bitrate Adaptation in Video Streaming (2021) (1)
In reference to RPC: it's time to add distributed memory (2021) (1)
Time-optimal Algorithms for Generalized Dominance Computation and Related Problems on Mesh Connected Computers and Meshes with Multiple Broadcasting (1996) (1)
Hierarchical Imitation Learning via Variational Inference of Control Programs (2018) (1)
Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost (2020) (1)
THE BERKELEY DATA ANALYSIS SYSTEM (BDAS): AN OPEN SOURCE PLATFORM FOR BIG DATA ANALYTICS (2017) (1)
Systems and ML at RISELab (2020) (0)
B Performance Bounds for Guaranteed Services (2004) (0)
Scheduling and fairness in multi-hop wireless networks (2007) (0)
An Empirical Exploration of Gradient Correlations in Deep Learning (2018) (0)
Chameleon : Configuration Controller Configuration : • Resolution • Frame rate • Object detector DNN Object Detection ( e . g . , YOLO ) 1280 p Chameleon : Configuration Controller Configuration : (2018) (0)
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol (2021) (0)
MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance (2021) (0)
Learning Self-Supervised Representations of Code Functionality (2021) (0)
Session details: Transport II (2005) (0)
Lattice : A Scalable Layer-Agnostic Packet Classification Framework (2011) (0)
Imitation Learning of Hierarchical Programs via Variational Inference (2018) (0)
Deploy to the Crowd ; Debug in the Cloud (2013) (0)
On the use of context in network intrusion detection systems (2009) (0)
Coopetitive Learning for Linear Models (2019) (0)
4 Providing Flow Protection in SCORE (2004) (0)
A Framework for Highly-Available Composed Real-Time Internet Services Bhaskaran Raman Qualifying Examination (2001) (0)
NeuroCard (2020) (0)
Philosophiesfor the Modeling and Analysis of Computer Networks (2001) (0)
06131 Abstracts Collection -- Peer-to -Peer -Systems and -Applications (2006) (0)
GitHub Version 0.0.1 (2020) (0)
PROGRAMMING Interview with Ion Stoica (2020) (0)
Parallel Data Analysis (Dagstuhl Seminar 13251) (2013) (0)
Number 16 (2017) (0)
Lookup Reply Timeout Loss Incorrect Loop Timeout Correct Premature (2005) (0)
TrickleDNS : A Safety Net for the Domain Name System (2007) (0)
Multi-Task Learning via Task Multi-Clustering (2019) (0)
8 Prototype Implementation Description (2004) (0)
Nash Bargaining without Scale Invariance (2011) (0)
06131 Executive Summary -- Peer-to-Peer-Systems and -Applications (2006) (0)
2007 Dissertation Award “Declarative Networking” (2007) (0)
Virtual resource locator (2014) (0)
Dex-Net AR: Distributed Deep Grasp Planning Using Augmented Reality on a Commodity Smartphone (2019) (0)
Eligible Virtual Deadline First : A Flexibleand Accurate Mechanism for Proportional ShareResource Allocation (1995) (0)
2007 Dissertation Award “Declarative Networking” (2007) (0)
A Hyperbolic Model for Communication in Layered Prallel Processing Environments (1995) (0)
The Sky Above The Clouds (2022) (0)
VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback (2020) (0)
6 Providing Relative Service Differentiation in SCORE (2004) (0)
Session details: Router design (2004) (0)
An overlay for latency gradated multicasting (2007) (0)
Improve Speed Efficiency and Maintain Data Integrity of Dynamic Big Data by using Map Reduce (2018) (0)
Stabilizing BGP , Safely (2007) (0)
Gaining Command on Geo-Distributed Graph Analytics (2018) (0)
Why Using the Request Abstraction in Proportional Share Allocation Systems is Useful ? (2000) (0)
Hoplite: Efficient Collective Communication for Task-Based Distributed Systems (2020) (0)
A Distributed Waypoint Service Approach to Connect Heterogeneous Internet Address Spaces (2001) (0)
The internet of things in a laptop: rapid prototyping for IoT applications with digibox (2022) (0)
MesosResource Sharing for the Cloud (2011) (0)
Memento: Coordinated Caching for Data-Intensive Clusters (2011) (0)
Boosting the Performance of MapReduce by Better Resource Utilization in Cluster (2020) (0)
Decoupling Connectivity from Routing (0)
NSF CSR/NeTS Joint PI Meeting (2019) (0)
Denial of Services & Counter Measurements (2004) (0)
Rearchitecting In-Memory Object Stores for Low Latency (2021) (0)
Exoshuffle-CloudSort (2023) (0)
A Performance Bounds for CSFQ (2004) (0)
Proceedings of the 11th USENIX Conference on Networked Systems Design and Implementation (2014) (0)
CS 838: Systems and Networking Challenges in Cloud Computing: Toward Software-Defined Clouds Fall '12: Course Home Page ( Home | Reading List | Schedule | Assignments | Piazza ) Overview, Architecture, Introduction (2014) (0)
7 Making SCORE More Robust and Scalable (2004) (0)
Support for Service Composition in � (2004) (0)
TAOBench: An End-to-End Benchmark for Social Networking Workloads (2022) (0)
5 Providing Guaranteed Services in SCORE (2004) (0)
SoK: A Generalized Multi-Leader State Machine Replication Tutorial (2021) (0)
A Case for a Sensor Network Architecture (2005) (0)
Data Centric Networking: Paper Review Presentation Assignment (2011) (0)
Session details: Transport II (2005) (0)
Universal Internet Conference Information System (1996) (0)
Advance Secure Multi-Owner Data Sharing for Dynamic Groups in the Cloud (2014) (0)
Proceedings of the 11th international conference on Quality of service (2003) (0)
Causal Consistency (2019) (0)

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