TABPFN A TRANSFORMER THAT SOLVES SMALL TABULAR CLASSIFICATION PROBLEMS IN A SECOND ◌ 20 May 2024 ◌

TRANSFORMERS CAN DO BAYESIAN INFERENCE ◌ 15 May 2024 ◌

ALECE An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads (Extended) ◌ 14 May 2024 ◌

PostgreSQL 14 Internals ◌ 17 Apr 2024 ◌

Efficient Memory Management for Large Language Model Serving with PagedAttention ◌ 15 Apr 2024 ◌

Decision Transformer Reinforcement Learning via Sequence Modeling ◌ 10 Apr 2024 ◌

Summarize of RL paper I have learned ◌ 02 Apr 2024 ◌

CS234 reinforcement learning ◌ 27 Mar 2024 ◌

An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning ◌ 27 Mar 2024 ◌

Lero A Learning-to-Rank Query Optimizer ◌ 27 Mar 2024 ◌

Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes ◌ 19 Mar 2024 ◌

Lero A Learning-to-Rank Query Optimizer ◌ 18 Mar 2024 ◌

QTune A Query-Aware Database Tuning System with Deep Reinforcement Learning ◌ 18 Mar 2024 ◌

Query Performance Prediction for Concurrent Queries using Graph Embedding ◌ 18 Mar 2024 ◌

Cost-based or Learning-based A Hybrid Query Optimizer for Query Plan Selection ◌ 18 Mar 2024 ◌

Multimodal-GPT A vision language model for dialogue with humans ◌ 18 Mar 2024 ◌

MultiModel dialogue response generation ◌ 18 Mar 2024 ◌

PilotScope Steering Databases with Machine Learning Drivers ◌ 14 Mar 2024 ◌

A Learned Query Rewrite System using Monte Carlo Tree Search ◌ 14 Mar 2024 ◌

Looking Ahead Makes Query Plans Robust ◌ 14 Mar 2024 ◌

Simple Adaptive Query Processing vs Learned Query Optimizers ◌ 13 Mar 2024 ◌

TAWARE A SIMPLE NEURAL ATTENTIVE META-LEARNER ◌ 13 Mar 2024 ◌

TAWARE Automate Workload Autoscaling with Reinforcement Learning in Production Cloud Systems ◌ 12 Mar 2024 ◌

TRUSTWORTHY LLMS A SURVEY AND GUIDELINE FOR EVALUATING LARGE LANGUAGE MODELS ALIGNMENT ◌ 11 Mar 2024 ◌

Denoising Diffusion Probabilistic Model ◌ 29 Feb 2024 ◌

LFM data collection ◌ 16 Feb 2024 ◌

Neo A Learned Query Optimizer ◌ 15 Feb 2024 ◌

Steering Query Optimizers A Practical Take on Big Data Workloads ◌ 15 Feb 2024 ◌

Deploying a Steered Query Optimizer in Production at Microsoft ◌ 14 Feb 2024 ◌

QO-Insight Inspecting Steered Query Optimizers ◌ 14 Feb 2024 ◌

AutoSteer Learned Qvery Optimization for Any SQL Database ◌ 08 Jan 2024 ◌

A Learned Query Rewrite System using Monte Carlo Tree Search ◌ 04 Jan 2024 ◌

Leveraging Query Logs and Machine Learning for Parametric Query Optimization ◌ 03 Jan 2024 ◌

Kepler Robust Learning for Faster Parametric Query Optimization ◌ 02 Jan 2024 ◌

Robust Query-Driven Cardinality Estimation under Changing Workloads ◌ 20 Dec 2023 ◌

Learned Cardinality Estimation for Similarity Queries ◌ 11 Dec 2023 ◌

Large Language Models ◌ 09 Dec 2023 ◌

Large Language Models ◌ 08 Dec 2023 ◌

Attention Is All You Need ◌ 08 Dec 2023 ◌

Gemini (OpenAI) ◌ 01 Dec 2023 ◌

Revisiting Deep Learning Models for Tabular Data ◌ 27 Nov 2023 ◌

Revisiting Deep Learning Models for Tabular Data ◌ 13 Nov 2023 ◌

YESQL ◌ 09 Nov 2023 ◌

Balanced Byzantine Reliable Broadcast with Near-Optimal Communication and Improved Computation ◌ 13 Oct 2023 ◌

synchronous Data Dissemination and its Applications ◌ 12 Oct 2023 ◌

Multidimensional agreement in Byzantine systems ◌ 02 Oct 2023 ◌

MST algorithm ◌ 01 Oct 2023 ◌

Atomic Cross-Chain Swaps ◌ 18 Sep 2023 ◌

An Improved Distributed Algorithm for Maximal Independent Set Moh ◌ 11 Sep 2023 ◌

Maximal Independent Set ◌ 11 Sep 2023 ◌

HotStuff ◌ 28 Aug 2023 ◌

Asymptotically Optimal Validated Asynchronous Byzantine Agreement ◌ 23 Aug 2023 ◌

On the Expressive Power of Deep Neural Networks ◌ 16 Aug 2023 ◌

YeSQL You extend SQL with Rich and Highly Performant User-Defined Functions in Relational Databases ◌ 26 Jul 2023 ◌

Distributed Deep Learning on Data Systems A Comparative Analysis of Approaches ◌ 26 Jul 2023 ◌

PostgresqlML ◌ 10 Jul 2023 ◌

PostgresqlML ◌ 03 Jun 2023 ◌

ModelKeeper Accelerating DNN Training via Automated Training Warmup ◌ 02 Jun 2023 ◌

Taurus Lightweight Parallel Logging for In-Memory Database Management Systems ◌ 01 Jun 2023 ◌

Overview of SciDB ◌ 28 May 2023 ◌

Pump Up the Volume Processing Large Data on GPUs with Fast Interconnects ◌ 27 May 2023 ◌

Spangle A Distributed In-Memory Processing System for Large-Scale Arrays ◌ 26 May 2023 ◌

C-Store A Column-oriented DBMS ◌ 25 May 2023 ◌

ColumnML Column-Store Machine Learning with On-The-Fly Data Transformation ◌ 24 May 2023 ◌

H-Store A High-Performance, Distributed Main Memory Transaction Processing System ◌ 23 May 2023 ◌

Pruning neural networks without any data by iteratively conserving synaptic flow ◌ 22 May 2023 ◌

Dynamo Amazon Highly Available Key-value Store ◌ 21 May 2023 ◌

Attention Is All You Need ◌ 09 May 2023 ◌

Orca A Distributed Serving System for Transformer-Based Generative Model ◌ 09 May 2023 ◌

Best of Both Worlds Model Selection ◌ 02 May 2023 ◌

Best of Both Worlds Model Selection ◌ 01 May 2023 ◌

Amazon DynamoDB A Scalable, Predictably Performant, and Fully Managed NoSQL Database Service ◌ 01 May 2023 ◌

ANYTIME NEURAL NETWORK A VERSATILE TRADEOFF BETWEEN COMPUTATION AND ACCURACY ◌ 01 May 2023 ◌

Citus Distributed PostgreSQL for Data-Intensive Applications ◌ 24 Apr 2023 ◌

State Management in Apache Flink ◌ 19 Apr 2023 ◌

Trisk Task-Centric Data Stream Reconfiguration ◌ 18 Apr 2023 ◌

Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service ◌ 20 Mar 2023 ◌

Whats Really New with NewSQL ◌ 18 Mar 2023 ◌

S-store Streaming Meets Transaction Processing ◌ 12 Mar 2023 ◌

TabNAS Rejection Sampling for Neural Architecture Search on Tabular Datasets ◌ 02 Mar 2023 ◌

The MADlib Analytics Library or MAD Skills, the SQL ◌ 01 Mar 2023 ◌

Towards a Unified Architecture for in-RDBMS Analytics ◌ 28 Feb 2023 ◌

Hybrid In Database Inference for Declarative Information Extraction ◌ 27 Feb 2023 ◌

Vertica ML Distributed Machine Learning in Vertica Database ◌ 25 Feb 2023 ◌

End-to-end Optimization of MachMachine Learning Prediction Queries ◌ 24 Feb 2023 ◌

Building An Elastic Query Engine on Disaggregated Storage ◌ 23 Feb 2023 ◌

Query Processing on Tensor Computation Runtimes ◌ 22 Feb 2023 ◌

MLbase A Distributed Machine-learning System ◌ 21 Feb 2023 ◌

MLlib Machine Learning in Apache Spark ◌ 20 Feb 2023 ◌

XuanYuan An AI-Native Database ◌ 19 Feb 2023 ◌

Database Meets survery. AI Meets Database AI4DB and DB4AI ◌ 18 Feb 2023 ◌

Machine Learning for Databases ◌ 17 Feb 2023 ◌

PostCENN PostgreSQL with Machine Learning Models for Cardinality Estimation ◌ 16 Feb 2023 ◌

External vs. Internal An Essay on Machine Learning Agents for Autonomous Database Management Systems ◌ 15 Feb 2023 ◌

High Performance and Accurate Training Data Collection for Self-Driving Database Management Systems ◌ 14 Feb 2023 ◌

Data Parallel Actors, A Programming Model for Scalable Query Serving Systems ◌ 25 Jan 2023 ◌

Graph Masked Autoencoder Enhanced Predictor for Neural Architecture SearchInference Serving ◌ 30 Dec 2022 ◌

FlexChain An Elastic Disaggregated Blockchain ◌ 26 Dec 2022 ◌

MArk Exploiting Cloud Services for Cost-Effective and SLO-Aware Machine Learning Inference Serving ◌ 24 Nov 2022 ◌

Serving Deep Learning Models with Deduplication from Relational Databases ◌ 22 Nov 2022 ◌

TETRIS Memory efficient Serverless Inference through Tensor Sharing ◌ 21 Nov 2022 ◌

Algorand-blog2 ◌ 21 Nov 2022 ◌

Hybrid Transactional Analytical Processing A Survey ◌ 18 Nov 2022 ◌

Algorand Scaling Byzantine Agreements for Cryptocurrencies ◌ 17 Nov 2022 ◌

PolarDB Serverless A cloud Native Database for Disaggregated Data Centers ◌ 17 Nov 2022 ◌

Byzantine Agreement Made Trivial ◌ 16 Nov 2022 ◌

F1 Lightning HTAP as a Service ◌ 16 Nov 2022 ◌

LedgerDB A Centralized Ledger Database for Universal Audit and Verification ◌ 15 Nov 2022 ◌

GlassDB An Efficient Verifiable Ledger Database System Through Transparency ◌ 15 Nov 2022 ◌

ForkBase An Efficient Storage Engine for Blockchain and Forkable Applications ◌ 14 Nov 2022 ◌

Neural Architecture Search as Program Transformation Exploration ◌ 10 Nov 2022 ◌

Summary of the model parallelism-based training and optimization ◌ 09 Nov 2022 ◌

Memory Efficient Pipeline-Parallel DNN Training ◌ 08 Nov 2022 ◌

PipeDream Generalized Pipeline Parallelism for DNN Training. ◌ 07 Nov 2022 ◌

Bamboo Making Preemptible Instances Resilient for Affordable Training of Large DNNs ◌ 06 Nov 2022 ◌

Dorylus Affordable, Scalable and Accurate GNN Training with Distributed CPU Servers and Serverless Threads ◌ 05 Nov 2022 ◌

A Stochastic Optimization Strategy for Parallel Sparse FastTucker Decomposition on GPU Platform ◌ 25 Oct 2022 ◌

Intel SGX post ◌ 25 Oct 2022 ◌

Azure SQL Database Always Encrypted ◌ 24 Oct 2022 ◌

Operon An Encrypted Database for Ownership-Preserving ◌ 23 Oct 2022 ◌

TiDB A Raftbased HTAP Database ◌ 21 Oct 2022 ◌

ByteHTAP ByteDance HTAP System with High Data Freshness and Strong Data Consistency ◌ 20 Oct 2022 ◌

Retrofitting High Availability Mechanism to Tame Hybrid Transaction/Analytical Processing ◌ 18 Oct 2022 ◌

Streamlet Textbook Streamlined Blockchains ◌ 20 Sep 2022 ◌

Practical Byzantine Fault Tolerance ◌ 25 Aug 2022 ◌

Neural Architecture Search A Survey ◌ 24 Aug 2022 ◌

How Powerful are Performance Predictors in Neural Architecture Search ◌ 23 Aug 2022 ◌

NASPipe High Performance and Reproducible Pipeline Parallel Supernet Training via Causal Synchronous Parallelism ◌ 03 Aug 2022 ◌

AttentiveNAS Improving Neural Architecture Search via Attentive Sampling ◌ 01 Aug 2022 ◌

NEURAL ARCHITECTURE SEARCH ON IMAGENET IN FOUR GPU HOURs A THEORETICALLY INSPIRED PERSPECTIVE ◌ 05 Jul 2022 ◌

KNAS Green Neural Architecture Search ◌ 04 Jul 2022 ◌

ZERO-COST PROXIES FOR LIGHTWEIGHT NAS ◌ 03 Jul 2022 ◌

HYDROZOA DYNAMIC HYBRID-PARALLEL DNN TRAINING ON SERVERLESS CONTAINERS ◌ 28 Jun 2022 ◌

GPipe Easy Scaling with Micro-Batch Pipeline Parallelism ◌ 25 Jun 2022 ◌

Cerebro A Data System for Optimized Deep Learning Model Selection ◌ 24 Jun 2022 ◌

Dremel made simple with Parquet ◌ 17 Jun 2022 ◌

Dremel Interactive Analysis of WebScale Datasets ◌ 17 Jun 2022 ◌

Lakehouse A New Generation of Open Platforms that Unify DataWarehousing and Advanced Analytics ◌ 16 Jun 2022 ◌

HNAS ◌ 15 Jun 2022 ◌

SeBS A Serverless Benchmark Suite for Function-as-a-Service Computing ◌ 14 Jun 2022 ◌

Knative Serving overview ◌ 14 Jun 2022 ◌

Faastlane Accelerating Function-as-a-Service Workflows ◌ 13 Jun 2022 ◌

Serverless Computing One Step Forward Two Steps Back ◌ 12 Jun 2022 ◌

SAND Towards High-Performance Serverless Computing ◌ 11 Jun 2022 ◌

Cohort Query Processing ◌ 10 Jun 2022 ◌

Towards Demystifying Serverless Machine Learning Training ◌ 10 Jun 2022 ◌

Neural Architecture Search without Training ◌ 03 Jun 2022 ◌

NAS-BENCH-201 EXTENDING THE SCOPE OF REPRODUCIBLE NEURAL ARCHITECTURE SEARCH ◌ 31 May 2022 ◌

The Google File System ◌ 31 May 2022 ◌

Chubby ◌ 30 May 2022 ◌

NAS-Bench-101 Towards Reproducible Neural Architecture Search ◌ 29 May 2022 ◌

Large-scale cluster management at Google with Borg ◌ 26 May 2022 ◌

BOHB Robust and Efficient Hyperparameter Optimization at Scale ◌ 17 May 2022 ◌

HYPERBAND BANDIT-BASED CONFIGURATION EVALUATION FOR HYPERPARAMETER OPTIMIZATION ◌ 15 May 2022 ◌

Practical Bayesian Optimization of Machine Learning Algorithms ◌ 14 May 2022 ◌

Auto-Pytorch, Multi-Fidelity MetaLearning for Efficient and Robust AutoDL ◌ 12 May 2022 ◌

Google Vizier A Service for Black-Box Optimization ◌ 11 May 2022 ◌

Improving Keyword Spotting and Language Identification via Neural Architecture Search at Scale ◌ 11 May 2022 ◌

Graph neural networks A review of methods and applications ◌ 10 May 2022 ◌

A Gentle Introduction to Graph Neural Networks ◌ 09 May 2022 ◌

PaSca a Graph Neural Architecture Search System under the Scalable Paradigm ◌ 08 May 2022 ◌

MODULARNAS TOWARDS MODULARIZED AND REUSABLE NEURAL ARCHITECTURE SEARCH ◌ 06 May 2022 ◌

NAS-BENCH-SUITE NAS EVALUATION IS (NOW) SURPRISINGLY EASY ◌ 03 May 2022 ◌

ZooKeeper Wait-free coordination for Internet-scale systems ◌ 02 May 2022 ◌

ServeDB Secure, Verifiable, and Efficient Range Queries on Outsourced Database ◌ 01 May 2022 ◌

Efficient Neural Architecture Search via Parameter Sharing ◌ 30 Apr 2022 ◌

Progressive Neural Architecture Search ◌ 29 Apr 2022 ◌

Learning Transferable Architectures for Scalable Image ◌ 28 Apr 2022 ◌

DARTS DIFFERENTIABLE ARCHITECTURE SEARCH ◌ 27 Apr 2022 ◌

Retiarii A Deep Learning Exploratory-Training Framework ◌ 18 Apr 2022 ◌

Paxos Made Moderately Complex ◌ 03 Mar 2022 ◌

INFaaS Automated Model-less Inference Serving ◌ 02 Mar 2022 ◌

IntegriDB Verifiable SQL for Outsourced Databases ◌ 25 Feb 2022 ◌

Paxos Made Simple ◌ 24 Feb 2022 ◌

Cool a COhort OnLine analytical processing system ◌ 23 Feb 2022 ◌

Spitz A Verifiable Database System ◌ 22 Feb 2022 ◌

Chain Replication for Supporting High Throughput and Availability ◌ 09 Feb 2022 ◌

The design of a practical system for fault-tolerant virtual machines ◌ 28 Jan 2022 ◌

Neural Architecture Search A Survey ◌ 23 Jan 2022 ◌

17 ◌ 22 Jan 2022 ◌

The Role of Distributed State ◌ 19 Jan 2022 ◌

Distributed Snapshots Determining Global States of Distributed Systems ◌ 17 Jan 2022 ◌

OrdTime, Clocks, and the Ordering of Events in a Distributed System ◌ 15 Jan 2022 ◌

PipeSwitch Fast Pipelined Context Switching for Deep Learning Applications ◌ 12 Jan 2022 ◌

Microsecond Consensus for Microsecond Applications ◌ 07 Jan 2022 ◌

Building Scalable and Flexible Cluster Managers Using Declarative Programming ◌ 29 Dec 2021 ◌

NASI Label and Data-agnostic Neural Architecture Search at Initialization ◌ 20 Dec 2021 ◌

Enabling SQL-based Training Data Debugging for Federated Learning ◌ 18 Dec 2021 ◌

Privacy Preserving Vertical Federated Learning for Tree-based Models ◌ 06 Dec 2021 ◌

Programmable Calendar Queues for High-speed Packet Scheduling ◌ 24 Oct 2021 ◌

A High-Speed Load-Balancer Design with Guaranteed Per-Connection-Consistency ◌ 22 Oct 2021 ◌

Load balancing and proxying ◌ 18 Oct 2021 ◌

RocksDB ◌ 14 Oct 2021 ◌

Spanner Google s Globally distributed database ◌ 11 Oct 2021 ◌

distributed-system-model ◌ 09 Oct 2021 ◌

A TRANSACTIONAL PERSPECTIVE ON EXECUTE-ORDER-VALIDATE BLOCKCHAINS ◌ 10 Aug 2021 ◌

mysql ◌ 12 Aug 2021 ◌

distributed olap ◌ 12 Aug 2021 ◌

链表 ◌ 10 Aug 2021 ◌

栈和队列bfs_dfs ◌ 10 Aug 2021 ◌

2分搜索 ◌ 10 Aug 2021 ◌

cuda ◌ 12 Aug 2021 ◌

distributed system solution2 ◌ 12 Aug 2021 ◌

distributed system solution1 ◌ 12 Aug 2021 ◌

distributed system practice result ◌ 12 Aug 2021 ◌

distributed system chapter3 primary/backup ◌ 12 Aug 2021 ◌

regularization ◌ 12 Aug 2021 ◌

batch normalization ◌ 12 Aug 2021 ◌

black-box optimization ◌ 12 Aug 2021 ◌

rnn network ◌ 12 Aug 2021 ◌

Networking ◌ 12 Aug 2021 ◌

encoding, decoding ◌ 12 Aug 2021 ◌

storage (object, file, block) ◌ 12 Aug 2021 ◌

non-blocking thread synchronization ◌ 12 Aug 2021 ◌

linux some basic ◌ 12 Aug 2021 ◌

usefully cmd ◌ 12 Aug 2021 ◌

cockroachDB-report ◌ 12 Aug 2021 ◌

cockroachDB-opt ◌ 12 Aug 2021 ◌

cockroachDB-exp ◌ 12 Aug 2021 ◌

python memory bug reports ◌ 12 Aug 2021 ◌

torch programming ◌ 12 Aug 2021 ◌

java basic ◌ 12 Aug 2021 ◌

c++ basic ◌ 12 Aug 2021 ◌