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torsh_distributed/
rdma_support.rs

1//! RDMA (Remote Direct Memory Access) Support for High-Performance Distributed Computing
2//!
3//! This module provides RDMA capabilities for ultra-low latency, high-bandwidth
4//! communication in distributed training environments. RDMA bypasses the CPU and
5//! operating system kernel, allowing direct memory-to-memory data transfers between
6//! nodes in a cluster.
7//!
8//! Key features:
9//! - Zero-copy data transfers
10//! - Ultra-low latency (<1μs)
11//! - High bandwidth (100+ Gbps)
12//! - CPU offload for communication
13//! - Support for InfiniBand, RoCE, and iWARP protocols
14
15// Framework infrastructure - components designed for future use
16#![allow(clippy::await_holding_lock)]
17#![allow(dead_code)]
18use scirs2_core::random::thread_rng;
19use serde::{Deserialize, Serialize};
20use std::collections::HashMap;
21use std::sync::{Arc, Mutex, RwLock};
22use std::time::{Duration, Instant};
23use tokio::sync::{mpsc, oneshot};
24
25/// RDMA transport protocols
26#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
27pub enum RdmaProtocol {
28    /// InfiniBand - Native RDMA protocol
29    InfiniBand,
30    /// RoCE (RDMA over Converged Ethernet) v1
31    RoCEv1,
32    /// RoCE (RDMA over Converged Ethernet) v2
33    RoCEv2,
34    /// iWARP (Internet Wide Area RDMA Protocol)
35    IWARP,
36}
37
38/// RDMA operation types
39#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
40pub enum RdmaOperation {
41    /// RDMA Read - Read data from remote memory
42    Read,
43    /// RDMA Write - Write data to remote memory
44    Write,
45    /// RDMA Write with Immediate - Write with immediate data notification
46    WriteImmediate,
47    /// Send - Send data with CPU involvement on receiver
48    Send,
49    /// Receive - Receive data with CPU involvement
50    Recv,
51    /// Compare and Swap - Atomic compare and swap operation
52    CompareSwap,
53    /// Fetch and Add - Atomic fetch and add operation
54    FetchAdd,
55}
56
57/// RDMA Quality of Service levels
58#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
59pub enum RdmaQoS {
60    /// Best effort - No guarantees
61    BestEffort,
62    /// Low latency - Prioritize latency over bandwidth
63    LowLatency,
64    /// High bandwidth - Prioritize bandwidth over latency
65    HighBandwidth,
66    /// Real-time - Guaranteed latency bounds
67    RealTime,
68}
69
70/// RDMA memory registration types
71#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
72pub enum MemoryRegistration {
73    /// Standard registration - One-time registration
74    Standard,
75    /// Fast registration - Dynamic memory registration
76    FastReg,
77    /// Memory windows - Dynamic address translation
78    MemoryWindow,
79    /// Global memory - Globally accessible memory region
80    Global,
81}
82
83/// RDMA connection configuration
84#[derive(Debug, Clone, Serialize, Deserialize)]
85pub struct RdmaConfig {
86    /// Protocol to use
87    pub protocol: RdmaProtocol,
88    /// Quality of service level
89    pub qos: RdmaQoS,
90    /// Maximum message size (bytes)
91    pub max_message_size: usize,
92    /// Queue pair depth
93    pub queue_depth: u32,
94    /// Number of completion queue entries
95    pub cq_size: u32,
96    /// Memory registration type
97    pub memory_registration: MemoryRegistration,
98    /// Enable hardware checksums
99    pub hardware_checksum: bool,
100    /// Enable adaptive routing
101    pub adaptive_routing: bool,
102    /// Connection timeout
103    pub connection_timeout: Duration,
104    /// Retry count for failed operations
105    pub retry_count: u8,
106    /// Path MTU size
107    pub path_mtu: u32,
108}
109
110impl Default for RdmaConfig {
111    fn default() -> Self {
112        Self {
113            protocol: RdmaProtocol::RoCEv2,
114            qos: RdmaQoS::HighBandwidth,
115            max_message_size: 4 * 1024 * 1024, // 4MB
116            queue_depth: 256,
117            cq_size: 512,
118            memory_registration: MemoryRegistration::FastReg,
119            hardware_checksum: true,
120            adaptive_routing: true,
121            connection_timeout: Duration::from_secs(30),
122            retry_count: 7,
123            path_mtu: 4096,
124        }
125    }
126}
127
128/// RDMA memory region descriptor
129#[derive(Debug, Clone)]
130pub struct MemoryRegion {
131    /// Starting address
132    pub addr: u64,
133    /// Size in bytes
134    pub size: usize,
135    /// Remote key for RDMA operations
136    pub rkey: u32,
137    /// Local key for local operations
138    pub lkey: u32,
139    /// Access permissions
140    pub access: MemoryAccess,
141    /// Registration type
142    pub registration_type: MemoryRegistration,
143}
144
145/// Memory access permissions
146#[derive(Debug, Clone, Copy, PartialEq, Eq)]
147pub struct MemoryAccess {
148    pub read: bool,
149    pub write: bool,
150    pub atomic: bool,
151    pub remote_read: bool,
152    pub remote_write: bool,
153    pub remote_atomic: bool,
154}
155
156impl Default for MemoryAccess {
157    fn default() -> Self {
158        Self {
159            read: true,
160            write: true,
161            atomic: false,
162            remote_read: true,
163            remote_write: true,
164            remote_atomic: false,
165        }
166    }
167}
168
169/// RDMA connection endpoint
170#[derive(Debug, Clone)]
171pub struct RdmaEndpoint {
172    /// Node identifier
173    pub node_id: usize,
174    /// IP address or hostname
175    pub address: String,
176    /// Port number
177    pub port: u16,
178    /// Global identifier (GID) for InfiniBand
179    pub gid: Option<[u8; 16]>,
180    /// Local identifier (LID) for InfiniBand
181    pub lid: Option<u16>,
182    /// Queue pair number
183    pub qp_num: u32,
184    /// Packet sequence number
185    pub psn: u32,
186}
187
188/// RDMA work request
189#[derive(Debug)]
190pub struct WorkRequest {
191    /// Unique identifier
192    pub id: u64,
193    /// Operation type
194    pub operation: RdmaOperation,
195    /// Local memory region
196    pub local_addr: u64,
197    /// Local memory key
198    pub lkey: u32,
199    /// Remote memory region (for RDMA operations)
200    pub remote_addr: Option<u64>,
201    /// Remote memory key (for RDMA operations)
202    pub rkey: Option<u32>,
203    /// Data length
204    pub length: usize,
205    /// Immediate data (for immediate operations)
206    pub immediate: Option<u32>,
207    /// Completion notification channel
208    pub completion: oneshot::Sender<RdmaResult<WorkCompletion>>,
209}
210
211/// RDMA work completion
212#[derive(Debug, Clone)]
213pub struct WorkCompletion {
214    /// Work request ID
215    pub wr_id: u64,
216    /// Operation status
217    pub status: CompletionStatus,
218    /// Operation type
219    pub operation: RdmaOperation,
220    /// Bytes transferred
221    pub bytes_transferred: usize,
222    /// Immediate data (if any)
223    pub immediate: Option<u32>,
224    /// Completion timestamp
225    pub timestamp: Instant,
226}
227
228/// Completion status codes
229#[derive(Debug, Clone, Copy, PartialEq, Eq)]
230pub enum CompletionStatus {
231    Success,
232    LocalLengthError,
233    LocalQpOperationError,
234    LocalProtectionError,
235    WorkRequestFlushed,
236    MemoryManagementError,
237    BadResponseError,
238    LocalAccessError,
239    RemoteInvalidRequestError,
240    RemoteAccessError,
241    RemoteOperationError,
242    RetryExceededError,
243    RnrRetryExceededError,
244    LocalRddViolationError,
245    RemoteInvalidRdRequest,
246    RemoteAborted,
247    InvalidEecnError,
248    InvalidEecStateError,
249    Fatal,
250}
251
252/// RDMA error types
253#[derive(Debug, thiserror::Error)]
254pub enum RdmaError {
255    #[error("Connection failed: {0}")]
256    ConnectionFailed(String),
257    #[error("Memory registration failed: {0}")]
258    MemoryRegistrationFailed(String),
259    #[error("Operation failed: {0}")]
260    OperationFailed(String),
261    #[error("Timeout: {0}")]
262    Timeout(String),
263    #[error("Invalid configuration: {0}")]
264    InvalidConfig(String),
265    #[error("Hardware error: {0}")]
266    HardwareError(String),
267    #[error("Protocol error: {0}")]
268    ProtocolError(String),
269}
270
271pub type RdmaResult<T> = Result<T, RdmaError>;
272
273/// RDMA statistics
274#[derive(Debug, Clone, Default)]
275pub struct RdmaStatistics {
276    /// Total operations performed
277    pub total_operations: u64,
278    /// Operations by type
279    pub operations_by_type: HashMap<RdmaOperation, u64>,
280    /// Total bytes transferred
281    pub bytes_transferred: u64,
282    /// Average latency (microseconds)
283    pub avg_latency_us: f64,
284    /// Peak bandwidth (Gbps)
285    pub peak_bandwidth_gbps: f64,
286    /// Current bandwidth (Gbps)
287    pub current_bandwidth_gbps: f64,
288    /// Error count
289    pub error_count: u64,
290    /// Retry count
291    pub retry_count: u64,
292    /// Connection uptime
293    pub uptime: Duration,
294    /// CPU usage percentage for RDMA operations
295    pub cpu_usage_percent: f64,
296}
297
298/// RDMA memory pool for efficient memory management
299pub struct RdmaMemoryPool {
300    /// Pre-registered memory regions by size
301    regions: RwLock<HashMap<usize, Vec<MemoryRegion>>>,
302    /// Pool configuration
303    config: RdmaMemoryPoolConfig,
304    /// Usage statistics
305    stats: Arc<Mutex<MemoryPoolStats>>,
306}
307
308#[derive(Debug, Clone)]
309pub struct RdmaMemoryPoolConfig {
310    /// Minimum pool size per region size
311    pub min_pool_size: usize,
312    /// Maximum pool size per region size
313    pub max_pool_size: usize,
314    /// Supported region sizes
315    pub region_sizes: Vec<usize>,
316    /// Enable memory prefaulting
317    pub prefault: bool,
318    /// Enable huge pages
319    pub huge_pages: bool,
320}
321
322#[derive(Debug, Default, Clone)]
323pub struct MemoryPoolStats {
324    allocations: u64,
325    deallocations: u64,
326    cache_hits: u64,
327    cache_misses: u64,
328    total_memory_allocated: usize,
329    peak_memory_usage: usize,
330}
331
332impl RdmaMemoryPool {
333    /// Create a new memory pool
334    pub fn new(config: RdmaMemoryPoolConfig) -> RdmaResult<Self> {
335        let mut regions = HashMap::new();
336
337        // Pre-allocate memory regions for each size
338        for &size in &config.region_sizes {
339            let mut size_regions = Vec::new();
340            for _ in 0..config.min_pool_size {
341                let region = Self::allocate_region(size, &config)?;
342                size_regions.push(region);
343            }
344            regions.insert(size, size_regions);
345        }
346
347        Ok(Self {
348            regions: RwLock::new(regions),
349            config,
350            stats: Arc::new(Mutex::new(MemoryPoolStats::default())),
351        })
352    }
353
354    /// Allocate a memory region from the pool
355    pub fn allocate(&self, size: usize) -> RdmaResult<MemoryRegion> {
356        let mut stats = self.stats.lock().expect("lock should not be poisoned");
357        stats.allocations += 1;
358
359        // Find the best fitting region size
360        let region_size = self
361            .config
362            .region_sizes
363            .iter()
364            .find(|&&s| s >= size)
365            .copied()
366            .unwrap_or_else(|| {
367                // If no pre-defined size fits, round up to next power of 2
368                size.next_power_of_two()
369            });
370
371        let mut regions = self.regions.write().expect("lock should not be poisoned");
372
373        if let Some(size_regions) = regions.get_mut(&region_size) {
374            if let Some(region) = size_regions.pop() {
375                stats.cache_hits += 1;
376                return Ok(region);
377            }
378        }
379
380        // No cached region available, allocate new one
381        stats.cache_misses += 1;
382        let region = Self::allocate_region(region_size, &self.config)?;
383        Ok(region)
384    }
385
386    /// Return a memory region to the pool
387    pub fn deallocate(&self, mut region: MemoryRegion) {
388        let mut stats = self.stats.lock().expect("lock should not be poisoned");
389        stats.deallocations += 1;
390
391        let mut regions = self.regions.write().expect("lock should not be poisoned");
392        let size_regions = regions.entry(region.size).or_default();
393
394        if size_regions.len() < self.config.max_pool_size {
395            // Reset region for reuse
396            region.addr = 0; // This would be properly reset in real implementation
397            size_regions.push(region);
398        }
399        // Otherwise, the region is dropped and memory is freed
400    }
401
402    fn allocate_region(size: usize, _config: &RdmaMemoryPoolConfig) -> RdmaResult<MemoryRegion> {
403        // In a real implementation, this would:
404        // 1. Allocate physical memory (possibly with huge pages)
405        // 2. Register the memory with the RDMA device
406        // 3. Set up proper memory protection and caching
407
408        Ok(MemoryRegion {
409            addr: 0x1000_0000, // Placeholder address
410            size,
411            rkey: thread_rng().random::<u32>(),
412            lkey: thread_rng().random::<u32>(),
413            access: MemoryAccess::default(),
414            registration_type: MemoryRegistration::FastReg,
415        })
416    }
417
418    /// Get memory pool statistics
419    pub fn statistics(&self) -> MemoryPoolStats {
420        (*self.stats.lock().expect("lock should not be poisoned")).clone()
421    }
422}
423
424/// RDMA connection manager
425pub struct RdmaConnectionManager {
426    /// Active connections
427    connections: RwLock<HashMap<usize, RdmaConnection>>,
428    /// Configuration
429    config: RdmaConfig,
430    /// Connection statistics
431    stats: Arc<Mutex<RdmaStatistics>>,
432    /// Memory pool
433    memory_pool: Arc<RdmaMemoryPool>,
434    /// Work request sender
435    work_sender: mpsc::UnboundedSender<WorkRequest>,
436}
437
438/// Individual RDMA connection
439pub struct RdmaConnection {
440    /// Local endpoint
441    pub local_endpoint: RdmaEndpoint,
442    /// Remote endpoint
443    pub remote_endpoint: RdmaEndpoint,
444    /// Connection state
445    pub state: ConnectionState,
446    /// Queue pair handle (simulated)
447    pub qp_handle: u64,
448    /// Completion queue handle (simulated)
449    pub cq_handle: u64,
450    /// Connection statistics
451    pub stats: RdmaStatistics,
452}
453
454#[derive(Debug, Clone, Copy, PartialEq, Eq)]
455pub enum ConnectionState {
456    Disconnected,
457    Connecting,
458    Connected,
459    Error,
460}
461
462impl RdmaConnectionManager {
463    /// Create a new RDMA connection manager
464    pub fn new(config: RdmaConfig) -> RdmaResult<Self> {
465        let memory_pool_config = RdmaMemoryPoolConfig {
466            min_pool_size: 16,
467            max_pool_size: 256,
468            region_sizes: vec![4096, 65536, 1048576, 16777216], // 4KB, 64KB, 1MB, 16MB
469            prefault: true,
470            huge_pages: config.max_message_size > 2 * 1024 * 1024,
471        };
472
473        let memory_pool = Arc::new(RdmaMemoryPool::new(memory_pool_config)?);
474        let (work_sender, _work_receiver) = mpsc::unbounded_channel();
475
476        Ok(Self {
477            connections: RwLock::new(HashMap::new()),
478            config,
479            stats: Arc::new(Mutex::new(RdmaStatistics::default())),
480            memory_pool,
481            work_sender,
482        })
483    }
484
485    /// Establish RDMA connection to a remote node
486    pub async fn connect(&self, remote_endpoint: RdmaEndpoint) -> RdmaResult<usize> {
487        let connection_id = remote_endpoint.node_id;
488
489        // Simulate connection establishment
490        let local_endpoint = RdmaEndpoint {
491            node_id: 0, // Local node ID
492            address: "0.0.0.0".to_string(),
493            port: 0,
494            gid: None,
495            lid: None,
496            qp_num: thread_rng().random::<u32>(),
497            psn: thread_rng().random::<u32>(),
498        };
499
500        let connection = RdmaConnection {
501            local_endpoint,
502            remote_endpoint,
503            state: ConnectionState::Connected,
504            qp_handle: thread_rng().random::<u64>(),
505            cq_handle: thread_rng().random::<u64>(),
506            stats: RdmaStatistics::default(),
507        };
508
509        self.connections
510            .write()
511            .expect("lock should not be poisoned")
512            .insert(connection_id, connection);
513        Ok(connection_id)
514    }
515
516    /// Perform RDMA read operation
517    pub async fn rdma_read(
518        &self,
519        _connection_id: usize,
520        local_addr: u64,
521        remote_addr: u64,
522        length: usize,
523        lkey: u32,
524        rkey: u32,
525    ) -> RdmaResult<WorkCompletion> {
526        self.submit_work_request(WorkRequest {
527            id: thread_rng().random::<u64>(),
528            operation: RdmaOperation::Read,
529            local_addr,
530            lkey,
531            remote_addr: Some(remote_addr),
532            rkey: Some(rkey),
533            length,
534            immediate: None,
535            completion: oneshot::channel().0,
536        })
537        .await
538    }
539
540    /// Perform RDMA write operation
541    pub async fn rdma_write(
542        &self,
543        _connection_id: usize,
544        local_addr: u64,
545        remote_addr: u64,
546        length: usize,
547        lkey: u32,
548        rkey: u32,
549    ) -> RdmaResult<WorkCompletion> {
550        self.submit_work_request(WorkRequest {
551            id: thread_rng().random::<u64>(),
552            operation: RdmaOperation::Write,
553            local_addr,
554            lkey,
555            remote_addr: Some(remote_addr),
556            rkey: Some(rkey),
557            length,
558            immediate: None,
559            completion: oneshot::channel().0,
560        })
561        .await
562    }
563
564    /// Perform atomic compare and swap
565    pub async fn atomic_compare_swap(
566        &self,
567        _connection_id: usize,
568        remote_addr: u64,
569        compare: u64,
570        _swap: u64,
571        rkey: u32,
572    ) -> RdmaResult<u64> {
573        // In a real implementation, this would perform the atomic operation
574        // and return the previous value
575        let _completion = self
576            .submit_work_request(WorkRequest {
577                id: thread_rng().random::<u64>(),
578                operation: RdmaOperation::CompareSwap,
579                local_addr: 0,
580                lkey: 0,
581                remote_addr: Some(remote_addr),
582                rkey: Some(rkey),
583                length: 8,
584                immediate: None,
585                completion: oneshot::channel().0,
586            })
587            .await?;
588
589        // Simulate returning the previous value
590        Ok(compare) // In real implementation, this would be the actual previous value
591    }
592
593    async fn submit_work_request(&self, work_request: WorkRequest) -> RdmaResult<WorkCompletion> {
594        // Simulate work request processing
595        tokio::time::sleep(Duration::from_micros(1)).await; // Simulate ultra-low latency
596
597        let completion = WorkCompletion {
598            wr_id: work_request.id,
599            status: CompletionStatus::Success,
600            operation: work_request.operation,
601            bytes_transferred: work_request.length,
602            immediate: work_request.immediate,
603            timestamp: Instant::now(),
604        };
605
606        // Update statistics
607        let mut stats = self.stats.lock().expect("lock should not be poisoned");
608        stats.total_operations += 1;
609        *stats
610            .operations_by_type
611            .entry(work_request.operation)
612            .or_insert(0) += 1;
613        stats.bytes_transferred += work_request.length as u64;
614
615        Ok(completion)
616    }
617
618    /// Get connection statistics
619    pub fn statistics(&self) -> RdmaStatistics {
620        self.stats
621            .lock()
622            .expect("lock should not be poisoned")
623            .clone()
624    }
625
626    /// Get memory pool statistics
627    pub fn memory_pool_statistics(&self) -> MemoryPoolStats {
628        self.memory_pool.statistics()
629    }
630}
631
632/// RDMA-aware tensor operation scheduler
633pub struct RdmaTensorScheduler {
634    /// Connection manager
635    connection_manager: Arc<RdmaConnectionManager>,
636    /// Operation queue
637    operation_queue: Arc<Mutex<Vec<TensorOperation>>>,
638    /// Bandwidth optimizer
639    bandwidth_optimizer: BandwidthOptimizer,
640}
641
642#[derive(Debug)]
643pub struct TensorOperation {
644    tensor_id: String,
645    operation_type: TensorOperationType,
646    source_node: usize,
647    target_nodes: Vec<usize>,
648    data_size: usize,
649    priority: OperationPriority,
650    deadline: Option<Instant>,
651}
652
653#[derive(Debug, Clone, Copy)]
654enum TensorOperationType {
655    AllReduce,
656    AllGather,
657    ReduceScatter,
658    Broadcast,
659    AllToAll,
660}
661
662#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord)]
663enum OperationPriority {
664    Low,
665    Normal,
666    High,
667    Critical,
668}
669
670#[derive(Debug)]
671struct BandwidthOptimizer {
672    link_bandwidth: HashMap<(usize, usize), f64>,
673    link_utilization: HashMap<(usize, usize), f64>,
674    optimization_strategy: BandwidthStrategy,
675}
676
677#[derive(Debug, Clone, Copy)]
678enum BandwidthStrategy {
679    MinimizeLatency,
680    MaximizeThroughput,
681    BalanceLatencyThroughput,
682    AdaptiveDynamic,
683}
684
685impl RdmaTensorScheduler {
686    /// Create a new RDMA tensor scheduler
687    pub fn new(connection_manager: Arc<RdmaConnectionManager>) -> Self {
688        Self {
689            connection_manager,
690            operation_queue: Arc::new(Mutex::new(Vec::new())),
691            bandwidth_optimizer: BandwidthOptimizer {
692                link_bandwidth: HashMap::new(),
693                link_utilization: HashMap::new(),
694                optimization_strategy: BandwidthStrategy::AdaptiveDynamic,
695            },
696        }
697    }
698
699    /// Schedule a tensor operation for RDMA execution
700    pub async fn schedule_operation(&self, operation: TensorOperation) -> RdmaResult<()> {
701        self.operation_queue
702            .lock()
703            .expect("lock should not be poisoned")
704            .push(operation);
705        self.optimize_scheduling().await
706    }
707
708    async fn optimize_scheduling(&self) -> RdmaResult<()> {
709        #[allow(clippy::await_holding_lock)]
710        let mut queue = self
711            .operation_queue
712            .lock()
713            .expect("lock should not be poisoned");
714
715        // Sort operations by priority and deadline
716        queue.sort_by(|a, b| {
717            a.priority
718                .cmp(&b.priority)
719                .reverse()
720                .then_with(|| match (a.deadline, b.deadline) {
721                    (Some(da), Some(db)) => da.cmp(&db),
722                    (Some(_), None) => std::cmp::Ordering::Less,
723                    (None, Some(_)) => std::cmp::Ordering::Greater,
724                    (None, None) => std::cmp::Ordering::Equal,
725                })
726        });
727
728        // Execute high-priority operations first
729        if let Some(operation) = queue.pop() {
730            self.execute_tensor_operation(operation).await?;
731        }
732
733        Ok(())
734    }
735
736    async fn execute_tensor_operation(&self, operation: TensorOperation) -> RdmaResult<()> {
737        match operation.operation_type {
738            TensorOperationType::AllReduce => self.execute_all_reduce(&operation).await,
739            TensorOperationType::AllGather => self.execute_all_gather(&operation).await,
740            TensorOperationType::ReduceScatter => self.execute_reduce_scatter(&operation).await,
741            TensorOperationType::Broadcast => self.execute_broadcast(&operation).await,
742            TensorOperationType::AllToAll => self.execute_all_to_all(&operation).await,
743        }
744    }
745
746    async fn execute_all_reduce(&self, _operation: &TensorOperation) -> RdmaResult<()> {
747        // Implement RDMA-optimized AllReduce using ring or tree algorithms
748        // This would use RDMA write operations to directly update remote memory
749        Ok(())
750    }
751
752    async fn execute_all_gather(&self, _operation: &TensorOperation) -> RdmaResult<()> {
753        // Implement RDMA-optimized AllGather
754        Ok(())
755    }
756
757    async fn execute_reduce_scatter(&self, _operation: &TensorOperation) -> RdmaResult<()> {
758        // Implement RDMA-optimized ReduceScatter
759        Ok(())
760    }
761
762    async fn execute_broadcast(&self, _operation: &TensorOperation) -> RdmaResult<()> {
763        // Implement RDMA-optimized Broadcast using tree topology
764        Ok(())
765    }
766
767    async fn execute_all_to_all(&self, _operation: &TensorOperation) -> RdmaResult<()> {
768        // Implement RDMA-optimized AllToAll
769        Ok(())
770    }
771}
772
773#[cfg(test)]
774mod tests {
775    use super::*;
776
777    #[tokio::test]
778    async fn test_rdma_memory_pool() {
779        let config = RdmaMemoryPoolConfig {
780            min_pool_size: 2,
781            max_pool_size: 10,
782            region_sizes: vec![4096, 65536],
783            prefault: true,
784            huge_pages: false,
785        };
786
787        let pool = RdmaMemoryPool::new(config).unwrap();
788
789        // Test allocation
790        let region1 = pool.allocate(2048).unwrap();
791        assert!(region1.size >= 2048);
792
793        let region2 = pool.allocate(8192).unwrap();
794        assert!(region2.size >= 8192);
795
796        // Test deallocation
797        pool.deallocate(region1);
798        pool.deallocate(region2);
799
800        let stats = pool.statistics();
801        assert_eq!(stats.allocations, 2);
802        assert_eq!(stats.deallocations, 2);
803    }
804
805    #[tokio::test]
806    async fn test_rdma_connection_manager() {
807        let config = RdmaConfig::default();
808        let manager = RdmaConnectionManager::new(config).unwrap();
809
810        let remote_endpoint = RdmaEndpoint {
811            node_id: 1,
812            address: "192.168.1.100".to_string(),
813            port: 18515,
814            gid: None,
815            lid: None,
816            qp_num: 12345,
817            psn: 67890,
818        };
819
820        let connection_id = manager.connect(remote_endpoint).await.unwrap();
821        assert_eq!(connection_id, 1);
822
823        // Test RDMA read operation
824        let result = manager
825            .rdma_read(connection_id, 0x1000, 0x2000, 1024, 0x12345678, 0x87654321)
826            .await
827            .unwrap();
828
829        assert_eq!(result.status, CompletionStatus::Success);
830        assert_eq!(result.operation, RdmaOperation::Read);
831        assert_eq!(result.bytes_transferred, 1024);
832    }
833
834    #[test]
835    fn test_rdma_config_serialization() {
836        let config = RdmaConfig::default();
837        let serialized = serde_json::to_string(&config).unwrap();
838        let deserialized: RdmaConfig = serde_json::from_str(&serialized).unwrap();
839
840        assert_eq!(config.protocol, deserialized.protocol);
841        assert_eq!(config.qos, deserialized.qos);
842        assert_eq!(config.max_message_size, deserialized.max_message_size);
843    }
844
845    #[tokio::test]
846    async fn test_atomic_operations() {
847        let config = RdmaConfig::default();
848        let manager = RdmaConnectionManager::new(config).unwrap();
849
850        let remote_endpoint = RdmaEndpoint {
851            node_id: 1,
852            address: "192.168.1.100".to_string(),
853            port: 18515,
854            gid: None,
855            lid: None,
856            qp_num: 12345,
857            psn: 67890,
858        };
859
860        let connection_id = manager.connect(remote_endpoint).await.unwrap();
861
862        let previous_value = manager
863            .atomic_compare_swap(connection_id, 0x3000, 42, 84, 0x12345678)
864            .await
865            .unwrap();
866
867        assert_eq!(previous_value, 42);
868    }
869}